{"meta": {"headToHead": [{"a": "claude-code", "b": "codex", "posts": 2458, "ties": 790, "aAhead": 845, "bAhead": 823, "aShare": 50.7, "aShareCi95": [48.3, 53.1], "where": {"claude-code": {"aAhead": 449, "bAhead": 618}, "codex": {"aAhead": 303, "bAhead": 142}, "elsewhere": {"aAhead": 93, "bAhead": 63}}}, {"a": "cursor", "b": "codex", "posts": 439, "ties": 139, "aAhead": 141, "bAhead": 159, "aShare": 47.0, "aShareCi95": [41.4, 52.7], "where": {"cursor": {"aAhead": 81, "bAhead": 126}, "codex": {"aAhead": 45, "bAhead": 15}, "elsewhere": {"aAhead": 15, "bAhead": 18}}}, {"a": "claude-code", "b": "cursor", "posts": 368, "ties": 91, "aAhead": 167, "bAhead": 110, "aShare": 60.3, "aShareCi95": [54.4, 65.9], "where": {"claude-code": {"aAhead": 32, "bAhead": 42}, "cursor": {"aAhead": 119, "bAhead": 53}, "elsewhere": {"aAhead": 16, "bAhead": 15}}}, {"a": "opencode", "b": "codex", "posts": 392, "ties": 145, "aAhead": 163, "bAhead": 84, "aShare": 66.0, "aShareCi95": [59.9, 71.6], "where": 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"posts": 114, "ties": 30, "aAhead": 54, "bAhead": 30, "aShare": 64.3, "aShareCi95": [53.6, 73.7], "where": {"claude-code": {"aAhead": 20, "bAhead": 18}, "copilot": {"aAhead": 31, "bAhead": 9}, "elsewhere": {"aAhead": 3, "bAhead": 3}}}, {"a": "copilot", "b": "codex", "posts": 131, "ties": 48, "aAhead": 33, "bAhead": 50, "aShare": 39.8, "aShareCi95": [29.9, 50.5], "where": {"copilot": {"aAhead": 14, "bAhead": 36}, "codex": {"aAhead": 17, "bAhead": 9}, "elsewhere": {"aAhead": 2, "bAhead": 5}}}, {"a": "opencode", "b": "pi", "posts": 82, "ties": 34, "aAhead": 23, "bAhead": 25, "aShare": 47.9, "aShareCi95": [34.5, 61.7], "where": {"opencode": {"aAhead": 1, "bAhead": 2}, "pi": {"aAhead": 17, "bAhead": 13}, "elsewhere": {"aAhead": 5, "bAhead": 10}}}, {"a": "opencode", "b": "cursor", "posts": 70, "ties": 23, "aAhead": 30, "bAhead": 17, "aShare": 63.8, "aShareCi95": [49.5, 76.0], "where": {"opencode": {"aAhead": 3, "bAhead": 9}, "cursor": {"aAhead": 18, "bAhead": 6}, "elsewhere": {"aAhead": 9, 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{"aAhead": 2, "bAhead": 2}, "elsewhere": {"aAhead": 1, "bAhead": 2}}}], "authorsLeftOut": [{"agent": "amp", "kind": "automated", "posts": 17}, {"agent": "amp", "kind": "code", "posts": 1}, {"agent": "antigravity", "kind": "automated", "posts": 173}, {"agent": "antigravity", "kind": "code", "posts": 1}, {"agent": "augment", "kind": "automated", "posts": 4}, {"agent": "claude-code", "kind": "automated", "posts": 1330}, {"agent": "claude-code", "kind": "code", "posts": 6}, {"agent": "claude-code", "kind": "declined", "posts": 10}, {"agent": "claude-code", "kind": "promotion", "posts": 393}, {"agent": "cline", "kind": "automated", "posts": 53}, {"agent": "cline", "kind": "code", "posts": 1}, {"agent": "codex", "kind": "automated", "posts": 520}, {"agent": "codex", "kind": "code", "posts": 8}, {"agent": "codex", "kind": "promotion", "posts": 109}, {"agent": "conductor", "kind": "automated", "posts": 7}, {"agent": "conductor", "kind": "code", "posts": 1}, {"agent": "copilot", "kind": "automated", "posts": 5}, {"agent": "cursor", "kind": "automated", "posts": 2144}, {"agent": "cursor", "kind": "code", "posts": 4}, {"agent": "cursor", "kind": "promotion", "posts": 473}, {"agent": "devin", "kind": "automated", "posts": 237}, {"agent": "devin", "kind": "code", "posts": 1}, {"agent": "factory", "kind": "automated", "posts": 26}, {"agent": "factory", "kind": "staff", "posts": 167}, {"agent": "kiro", "kind": "automated", "posts": 16}, {"agent": "opencode", "kind": "automated", "posts": 502}, {"agent": "opencode", "kind": "code", "posts": 20}, {"agent": "pi", "kind": "automated", "posts": 71}, {"agent": "warp", "kind": "automated", "posts": 7}, {"agent": "zed", "kind": "automated", "posts": 7}], "releases": [{"date": "2026-09-01", "lab": "Anthropic", "model": "Claude Fable 5.1", "source": "https://www.anthropic.com/claude-fable-and-mythos-5-1"}, {"date": "2026-09-02", "lab": "Google", "model": "Gemini 3.8 Flash", "source": "https://ai.google.dev/gemini-api/docs/changelog"}, {"date": "2026-09-03", "lab": "OpenAI", "model": "GPT-6 Astra", "source": "https://openai.com/index/gpt-6-astra/"}, {"date": "2026-09-10", "lab": "Cognition", "model": "SWE-2", "source": "https://cognition.com/blog/swe-2"}, {"date": "2026-09-10", "lab": "DeepSeek", "model": "DeepSeek-V4.1-Flash", "source": "https://api-docs.deepseek.com/updates"}, {"date": "2026-09-21", "lab": "xAI", "model": "Grok 4.7", "source": "https://docs.x.ai/developers/release-notes"}, {"date": "2026-09-22", "lab": "Anthropic", "model": "Claude Opus 5.5", "source": "https://www.anthropic.com/news/claude-opus-5-5"}, {"date": "2026-09-22", "lab": "OpenAI", "model": "GPT-6 Sol and Luna", "source": "https://openai.com/index/introducing-gpt-6-sol-and-luna/"}, {"date": "2026-09-28", "lab": "Anthropic", "model": "Claude Sonnet 5.5", "source": "https://www.anthropic.com/claude-sonnet-5-5"}, {"date": "2026-09-29", "lab": "OpenAI", "model": "GPT-6.1 Sol", "source": "https://developers.openai.com/api/docs/changelog"}, {"date": "2026-09-30", "lab": "Google", "model": "Gemini 4 Argon", "source": "https://blog.google/innovation-and-ai/models-and-research/gemini-models/gemini-4-argon/"}, {"date": "2026-10-06", "lab": "Mistral", "model": "Mistral Large 4", "source": "https://mistral.ai/news/mistral-large-4/"}, {"date": "2026-10-07", "lab": "Anthropic", "model": "Claude Haiku 5.5", "source": "https://www.anthropic.com/claude-haiku-5-5"}, {"date": "2026-10-12", "lab": "Meta", "model": "Muse Wonder", "source": "https://research.meta.ai/blog/muse-wonder"}, {"date": "2026-10-15", "lab": "Meta", "model": "Muse Spark Open", "source": "https://research.meta.ai/blog/muse-spark-open"}, {"date": "2026-10-16", "lab": "Reflection", "model": "Beam", "source": "https://reflection.ai/blog/beam-is-available"}], "joins": [], "promotion": null, "sample": false, "version": "1.1", "builtOn": "2026-10-19", "window": ["2026-08-31", "2026-10-18"], "category": "coding", "criteria": [{"code": "paying", "name": "Paying and limits", "question": "What do you pay, and how far does it get you?", "sub": [{"code": "limits.plan_value", "name": "How much use a plan's price buys", "question": "Whether a plan's weekly or monthly allowance covers the user's normal work, and how its price compares with other plans or agents for the use it gives.", "definition": "Whether a plan's weekly or monthly allowance covers the user's normal work, and how its price compares with other plans or agents for the use it gives. Covers running out days early, never hitting the cap, missing tiers and value per dollar.", "boundary": "Not this: see limits.window_interrupts_work when the short multi-hour window blocks work. Not this: see limits.burn_rate when one prompt, model or effort level drained the quota. Not this: see limits.allowance_change when price or allowance changed over time. Not this: see billing.pricing_clarity when the information itself is unclear.", "short": "Plan worth the price"}, {"code": "limits.window_interrupts_work", "name": "Short rolling usage window blocks or interrupts work", "question": "The short rolling usage window (a cap of a few hours) blocks the user mid-task or mid-session: forced waits, killed sessions, or a long allowance left unused because the short window ran out.", "definition": "The short rolling usage window (a cap of a few hours) blocks the user mid-task or mid-session: forced waits, killed sessions, or a long allowance left unused because the short window ran out. The post is about the window itself, not about what consumed it.", "boundary": "Not this: see limits.burn_rate when the point is that one prompt, model or effort level used a large share. Not this: see limits.plan_value for the weekly or monthly total.", "short": "No cutoffs mid-task"}, {"code": "limits.burn_rate", "name": "Single prompt, model or effort level consumes disproportionate quota", "question": "How much quota a specific prompt, task, model version, effort level or feature consumes for the work done.", "definition": "How much quota a specific prompt, task, model version, effort level or feature consumes for the work done. Includes new versions using more than earlier ones and praise for efficient ones. The post names what consumed the quota.", "boundary": "Not this: see limits.window_interrupts_work when the post is about being blocked by the short window, not about the consumer. Not this: see limits.prompt_cache for cache misses. Not this: see work.multi_agent_orchestration when runaway subagents cause the burn.", "short": "Usage quota lasts"}, {"code": "limits.allowance_change", "name": "Price, allowance or plan terms changed", "question": "The vendor changes a plan's price, quota, multipliers, included models or tiers over time: cuts, raises, removals, silent changes and changes that differ from what was announced.", "definition": "The vendor changes a plan's price, quota, multipliers, included models or tiers over time: cuts, raises, removals, silent changes and changes that differ from what was announced.", "boundary": "Not this: see limits.plan_value for the current level with no change named. Not this: see limits.reset_schedule for when resets happen.", "short": "Plan terms don't change under you"}, {"code": "limits.reset_schedule", "name": "Quota reset timing and bonus or banked resets", "question": "When and how usage resets happen: scheduled reset dates, surprise or bonus resets, banked resets, and paid resets.", "definition": "When and how usage resets happen: scheduled reset dates, surprise or bonus resets, banked resets, and paid resets. Covers resets that wipe saved allowance or land uselessly close to the normal reset.", "boundary": "Not this: see limits.allowance_change for changes to quota size. Not this: see limits.usage_meter when the reset is only displayed wrongly.", "short": "Fair quota resets"}, {"code": "limits.usage_meter", "name": "Usage meter visibility and accuracy", "question": "Whether the product shows how much quota and tokens were used and how much remains, per task and per model, and whether that figure is accurate.", "definition": "Whether the product shows how much quota and tokens were used and how much remains, per task and per model, and whether that figure is accurate. Covers meters that climb while idle and hidden token counts.", "boundary": "Not this: see billing.overage_charges for money actually charged. Not this: see limits.burn_rate when the meter is believed and the complaint is the amount consumed.", "short": "Clear usage meter"}, {"code": "limits.prompt_cache", "name": "Prompt cache hits, misses and invalidation", "question": "Whether prompt caching is kept across turns, resumes and provider routing, and how cache reads are priced.", "definition": "Whether prompt caching is kept across turns, resumes and provider routing, and how cache reads are priced. Covers cache drops that inflate usage.", "boundary": "Not this: see limits.burn_rate for consumption not attributed to caching.", "short": "Prompt cache works"}, {"code": "billing.overage_charges", "name": "Pay-as-you-go overage, fallback billing and spend caps", "question": "Usage spills from the plan into metered, on-demand or API billing, and whether spend caps and alerts work.", "definition": "Usage spills from the plan into metered, on-demand or API billing, and whether spend caps and alerts work. Covers overage turning on silently and credit top-ups.", "boundary": "Not this: see account.billing_errors for wrong charges on the subscription itself. Not this: see models.routing_auto when the cause is auto-selection of a pricier model.", "short": "No surprise overage charges"}, {"code": "billing.pricing_clarity", "name": "Pricing and plan terms stated clearly and consistently", "question": "Whether pricing pages, docs and plan descriptions clearly and consistently state costs, limits and what 'unlimited' means.", "definition": "Whether pricing pages, docs and plan descriptions clearly and consistently state costs, limits and what 'unlimited' means.", "boundary": "Not this: see limits.allowance_change when terms actually changed. Not this: see limits.usage_meter for in-product usage display.", "short": "Clear pricing"}, {"code": "billing.free_tier", "name": "Free tier and free model availability and limits", "question": "Whether free models, free tiers and trial or promo access exist, how long they stay available, and whether their limits are usable.", "definition": "Whether free models, free tiers and trial or promo access exist, how long they stay available, and whether their limits are usable.", "boundary": "Not this: see models.catalog_access for paid model availability. Not this: see rel.service_errors when free models return errors.", "short": "Good free tier"}, {"code": "billing.subscription_portability", "name": "Using an existing subscription across tools", "question": "Whether a paid subscription from one vendor can be used inside another agent or harness, or used as an API outside the vendor's own app.", "definition": "Whether a paid subscription from one vendor can be used inside another agent or harness, or used as an API outside the vendor's own app.", "boundary": "Not this: see setup.provider_byok_local for API keys, local models and custom endpoints.", "short": "Your subscription works in other tools"}], "short": "Pricing and limits"}, {"code": "setup", "name": "Setting up and connecting", "question": "How hard is it to install and connect?", "sub": [{"code": "setup.install_signin", "name": "Install, launch and sign-in", "question": "Getting the agent installed, started and signed in on the user's platform: installers, updates on first run, login flows, browser redirects and switching accounts.", "definition": "Getting the agent installed, started and signed in on the user's platform: installers, updates on first run, login flows, browser redirects and switching accounts.", "boundary": "Not this: see setup.provider_byok_local for connecting own keys or local models. Not this: see rel.update_breakage when a later update breaks a working setup.", "short": "Easy install and sign-in"}, {"code": "setup.provider_byok_local", "name": "Connecting own API keys, local models and custom endpoints", "question": "Whether user-supplied providers work: bring-your-own-key, OpenAI-compatible endpoints, OpenRouter, and local servers such as Ollama or LM Studio.", "definition": "Whether user-supplied providers work: bring-your-own-key, OpenAI-compatible endpoints, OpenRouter, and local servers such as Ollama or LM Studio.", "boundary": "Not this: see billing.subscription_portability for reusing a paid subscription. Not this: see rel.tool_call_errors for tool-format failures once connected.", "short": "Own keys and local models work"}, {"code": "setup.extensions_mcp", "name": "MCP servers, plugins, skills and hooks", "question": "Whether external tools and extension points load, authenticate and refresh correctly: MCP servers, plugins, skills, hooks and third-party integrations.", "definition": "Whether external tools and extension points load, authenticate and refresh correctly: MCP servers, plugins, skills, hooks and third-party integrations.", "boundary": "Not this: see setup.ide_integration for editor extensions. Not this: see context.instruction_files for rules files.", "short": "MCP and plugins work"}, {"code": "setup.onboarding_docs", "name": "Onboarding, discoverability and documentation", "question": "How easily a new user learns the product: quick-start guides, docs explaining features and modes, and how findable features are.", "definition": "How easily a new user learns the product: quick-start guides, docs explaining features and modes, and how findable features are.", "boundary": "Not this: see billing.pricing_clarity for pricing docs. Not this: see ui.customization for settings complexity.", "short": "Easy to learn"}, {"code": "setup.ide_integration", "name": "IDE and editor integration", "question": "How the agent works inside an editor or IDE, including extension support, editor-native features, autocomplete and feature parity across IDEs.", "definition": "How the agent works inside an editor or IDE, including extension support, editor-native features, autocomplete and feature parity across IDEs.", "boundary": "Not this: see verify.change_review_ui for diff and approval views. Not this: see ui.terminal_display for CLI rendering.", "short": "Good IDE integration"}], "short": "Setup"}, {"code": "models", "name": "Choosing models", "question": "Which models do you get, and do they hold up?", "sub": [{"code": "models.catalog_access", "name": "Which models are offered on a plan and when", "question": "Whether models are available on the user's plan: same-day support for new releases, deprecations and removals, multi-provider choice, and models missing from a surface.", "definition": "Whether models are available on the user's plan: same-day support for new releases, deprecations and removals, multi-provider choice, and models missing from a surface.", "boundary": "Not this: see billing.free_tier for free-model availability. Not this: see models.routing_auto for which model actually runs.", "short": "Offers the models you want"}, {"code": "models.routing_auto", "name": "Automatic model routing and fallback", "question": "Auto mode, routers or fallbacks pick, switch or hide the model used.", "definition": "Auto mode, routers or fallbacks pick, switch or hide the model used. This includes subagents running on a model other than the one requested, silent downgrades, and inability to exclude models.", "boundary": "Not this: see models.effort_control for reasoning level. Not this: see billing.overage_charges for the resulting charge alone.", "short": "Auto mode picks the right model"}, {"code": "models.effort_control", "name": "Reasoning effort setting and its defaults", "question": "How the reasoning or effort level can be set, whether it stays set, and how outcomes differ by level, such as overthinking at high effort or failing at low effort.", "definition": "How the reasoning or effort level can be set, whether it stays set, and how outcomes differ by level, such as overthinking at high effort or failing at low effort.", "boundary": "Not this: see limits.burn_rate when the point is the quota share an effort level consumed. Not this: see work.scope_overreach for over-engineered output.", "short": "Effort setting works"}, {"code": "models.quality_drift", "name": "Quality got worse or better over time", "question": "The post compares the agent or one of its models with an earlier time and says it got worse or better: 'nerfed', 'dumber since last week', 'better than at launch'.", "definition": "The post compares the agent or one of its models with an earlier time and says it got worse or better: 'nerfed', 'dumber since last week', 'better than at launch'. An explicit comparison with the past is required.", "boundary": "Not this: see general.unspecific for a verdict with no comparison over time. Not this: see work.capability for what it can do now. Not this: see limits.allowance_change for changed quotas or prices.", "short": "Quality doesn't slip over time"}], "short": "Models"}, {"code": "context", "name": "Instructing and context", "question": "Does it follow your instructions and keep the right context?", "sub": [{"code": "context.instruction_files", "name": "Persistent project rules files are read and obeyed", "question": "Whether the agent reads and follows persistent project instruction files (rules or agent markdown files) across turns.", "definition": "Whether the agent reads and follows persistent project instruction files (rules or agent markdown files) across turns.", "boundary": "Not this: see context.instruction_following for instructions in the current prompt. Not this: see context.session_memory for auto-written memory.", "short": "Follows project rules"}, {"code": "context.instruction_following", "name": "Direct in-prompt instructions and caps are followed", "question": "Whether the agent executes explicit instructions, prohibitions and budgets given in the prompt, such as iteration caps and token caps.", "definition": "Whether the agent executes explicit instructions, prohibitions and budgets given in the prompt, such as iteration caps and token caps.", "boundary": "Not this: see context.instruction_files for rules files. Not this: see work.sycophancy_pushback for evaluating the user's claims or opinions. Not this: see work.scope_overreach for unrequested extras.", "short": "Follows instructions"}, {"code": "context.clarifying_questions", "name": "Asks the user versus guessing", "question": "Whether the agent stops to ask clarifying questions when it is blocked or the request is ambiguous, instead of inventing assumptions or workarounds.", "definition": "Whether the agent stops to ask clarifying questions when it is blocked or the request is ambiguous, instead of inventing assumptions or workarounds.", "boundary": "Not this: see work.stuck_loops for repetitive failure without any question.", "short": "Asks when unsure"}, {"code": "context.long_context_decay", "name": "Output degrades as the context window fills", "question": "The agent forgets details, rules or its own statements as the session grows long.", "definition": "The agent forgets details, rules or its own statements as the session grows long.", "boundary": "Not this: see context.compaction for losses caused by summarisation. Not this: see context.session_memory for loss across separate sessions.", "short": "Stays sharp in long sessions"}, {"code": "context.compaction", "name": "Context compaction keeps what matters, cheaply and quickly", "question": "How automatic or manual compaction summarises history: what it drops, how long it takes, what it costs, and whether it is visible.", "definition": "How automatic or manual compaction summarises history: what it drops, how long it takes, what it costs, and whether it is visible.", "boundary": "Not this: see context.long_context_decay for degradation without compaction.", "short": "Compaction keeps what matters"}, {"code": "context.session_memory", "name": "Memory and state carried across sessions", "question": "Whether knowledge persists correctly between sessions: memory files, re-discovery cost at session start, stale memories, and leakage between sessions.", "definition": "Whether knowledge persists correctly between sessions: memory files, re-discovery cost at session start, stale memories, and leakage between sessions.", "boundary": "Not this: see ui.session_history for saving and resuming chat transcripts. Not this: see context.instruction_files for user-written rules.", "short": "Remembers across sessions"}, {"code": "context.codebase_retrieval", "name": "Finding the right files in the codebase", "question": "How the agent searches and indexes a repository and pulls in relevant files.", "definition": "How the agent searches and indexes a repository and pulls in relevant files. Covers over-reading on trivial edits and missing files in large or multi-repo codebases.", "boundary": "Not this: see limits.burn_rate for consumption not tied to file reading.", "short": "Finds the right files"}, {"code": "context.attachments", "name": "Images, PDFs and file attachments as input", "question": "Whether attached images, screenshots, PDFs and other files are accepted and read.", "definition": "Whether attached images, screenshots, PDFs and other files are accepted and read.", "boundary": "Not this: see work.computer_browser_use for screen control.", "short": "Reads images and files"}], "short": "Instructions and context"}, {"code": "work", "name": "Doing the work", "question": "How does it behave while it works?", "sub": [{"code": "work.capability", "name": "Can do the user's kind of task", "question": "Whether the agent, with its models, succeeds at the user's kind of task: its size, complexity, language or domain, including building a whole feature in one go or failing at it.", "definition": "Whether the agent, with its models, succeeds at the user's kind of task: its size, complexity, language or domain, including building a whole feature in one go or failing at it. The post names the task or its size but no narrower failure behaviour.", "boundary": "Not this: see work.frontend_ui for visual UI work and work.bug_diagnosis for fixing a reported bug. Not this: see models.quality_drift for a change over time. Not this: see the other work.* and verify.* leaves when a specific behaviour (looping, scope, false claims, breaking code) is named. Not this: see general.unspecific when no task is named.", "short": "Can do your kind of task"}, {"code": "work.frontend_ui", "name": "Frontend and visual UI output", "question": "How the agent handles UI design, layout, visual taste and front-end component wiring.", "definition": "How the agent handles UI design, layout, visual taste and front-end component wiring.", "boundary": "Not this: see work.regressions_introduced for UI bugs reintroduced after fixes.", "short": "Good frontend UI"}, {"code": "work.bug_diagnosis", "name": "Diagnosing and fixing reported bugs", "question": "Whether the agent finds the root cause of a failing behaviour and fixes it without step-by-step guidance.", "definition": "Whether the agent finds the root cause of a failing behaviour and fixes it without step-by-step guidance.", "boundary": "Not this: see verify.agent_code_review for reviewing code to find unknown issues.", "short": "Finds and fixes bugs"}, {"code": "work.regressions_introduced", "name": "Breaks existing code or reintroduces bugs", "question": "Edits break previously working code, reintroduce fixed bugs, or cycle between introducing and fixing bugs.", "definition": "Edits break previously working code, reintroduce fixed bugs, or cycle between introducing and fixing bugs.", "boundary": "Not this: see work.stuck_loops for repetition without code damage. Not this: see work.reward_hacking for deliberately gaming checks.", "short": "Doesn't break working code"}, {"code": "work.scope_overreach", "name": "Does unrequested work or over-engineers", "question": "The agent edits outside the requested scope, adds unasked features, tests or runs, or builds overly complex solutions.", "definition": "The agent edits outside the requested scope, adds unasked features, tests or runs, or builds overly complex solutions.", "boundary": "Not this: see work.destructive_actions for risky irreversible actions. Not this: see work.response_verbosity for padded text or comments.", "short": "Stays in scope"}, {"code": "work.stuck_loops", "name": "Spins, loops or gets stuck without progress", "question": "The agent repeats attempts, loops endlessly or spirals on a problem without converging.", "definition": "The agent repeats attempts, loops endlessly or spirals on a problem without converging.", "boundary": "Not this: see work.premature_stop for stopping early. Not this: see context.clarifying_questions when the fix was to ask the user.", "short": "Doesn't get stuck"}, {"code": "work.premature_stop", "name": "Stops mid-task or answers instead of acting", "question": "The agent halts before finishing, or replies with explanation or a summary instead of performing the action.", "definition": "The agent halts before finishing, or replies with explanation or a summary instead of performing the action.", "boundary": "Not this: see verify.false_completion for stopping while claiming the work is done. Not this: see limits.window_interrupts_work for stops caused by quota.", "short": "Finishes the task"}, {"code": "work.long_running_autonomy", "name": "Long unattended runs and goal/loop mode", "question": "Whether the agent sustains hours-long autonomous work toward a goal, and whether a goal or loop mode exists.", "definition": "Whether the agent sustains hours-long autonomous work toward a goal, and whether a goal or loop mode exists.", "boundary": "Not this: see work.multi_agent_orchestration for coordination between agents. Not this: see surfaces.cloud_sessions for where the run executes.", "short": "Runs long unattended"}, {"code": "work.multi_agent_orchestration", "name": "Subagents, parallel agents and orchestrators", "question": "How the agent spawns, delegates to, monitors and coordinates subagents or parallel sessions.", "definition": "How the agent spawns, delegates to, monitors and coordinates subagents or parallel sessions. Covers polling loops and the wrong choice of subagents.", "boundary": "Not this: see models.routing_auto for the model a subagent runs on. Not this: see work.git_workflow for merge conflicts between sessions.", "short": "Subagents work well"}, {"code": "work.reward_hacking", "name": "Games checks instead of fixing the problem", "question": "The agent disables linters, hardcodes for tests, edits benchmarks or defends bugs with tests so that checks pass without a real fix.", "definition": "The agent disables linters, hardcodes for tests, edits benchmarks or defends bugs with tests so that checks pass without a real fix.", "boundary": "Not this: see verify.false_completion for plain false claims without manipulated checks.", "short": "Doesn't game the checks"}, {"code": "work.destructive_actions", "name": "Risky or irreversible actions without confirmation", "question": "The agent pushes, merges, deletes or wipes changes, or acts on the host outside its sandbox, without asking.", "definition": "The agent pushes, merges, deletes or wipes changes, or acts on the host outside its sandbox, without asking. Also covers praise for staying in bounds.", "boundary": "Not this: see work.permission_prompts for approval prompt frequency. Not this: see work.scope_overreach for harmless extra work.", "short": "No risky actions unasked"}, {"code": "work.git_workflow", "name": "Git commits, branches and sync", "question": "How the agent handles commits, attribution, branches, pulls and pushes, and merge conflicts between concurrent agents or teammates.", "definition": "How the agent handles commits, attribution, branches, pulls and pushes, and merge conflicts between concurrent agents or teammates.", "boundary": "Not this: see work.destructive_actions for data-destroying git commands.", "short": "Handles git well"}, {"code": "work.computer_browser_use", "name": "Computer use and browser control", "question": "Whether the agent operates desktop apps and browsers well, without taking over the user's windows.", "definition": "Whether the agent operates desktop apps and browsers well, without taking over the user's windows.", "boundary": "Not this: see context.attachments for reading screenshots.", "short": "Good browser and computer use"}, {"code": "work.safety_refusals", "name": "Safety filters block legitimate coding tasks", "question": "Refusals or safety classifiers stop benign or security-remediation work.", "definition": "Refusals or safety classifiers stop benign or security-remediation work.", "boundary": "Not this: see work.permission_prompts for tool approval prompts. Not this: see models.routing_auto for safety-triggered model downgrades.", "short": "No false safety refusals"}, {"code": "work.permission_prompts", "name": "Tool approval prompts and autonomy modes", "question": "How often and when the agent asks permission to run tools or commands, and whether auto or bypass modes behave as configured.", "definition": "How often and when the agent asks permission to run tools or commands, and whether auto or bypass modes behave as configured.", "boundary": "Not this: see work.destructive_actions for acting without permission. Not this: see work.safety_refusals for content blocks.", "short": "Sensible permission prompts"}, {"code": "work.plan_mode", "name": "Plan-before-edit mode", "question": "Whether a read-only planning phase exists, produces useful plans, and actually prevents edits.", "definition": "Whether a read-only planning phase exists, produces useful plans, and actually prevents edits.", "boundary": "Not this: see work.task_completion for how well an approved plan is executed.", "short": "Useful plan mode"}, {"code": "work.response_verbosity", "name": "Length and clarity of replies, summaries and comments", "question": "How long and how readable the agent's prose and summaries are, and how many code comments and doc notes it writes.", "definition": "How long and how readable the agent's prose and summaries are, and how many code comments and doc notes it writes.", "boundary": "Not this: see verify.change_review_ui for the volume of code changes. Not this: see work.scope_overreach for extra code features.", "short": "Concise, clear replies"}, {"code": "work.sycophancy_pushback", "name": "Caves to or argues with the user's judgement", "question": "How the agent handles disagreement: agreeing with everything, reversing correct findings when challenged, failing to push back on wrong claims, or arguing when corrected.", "definition": "How the agent handles disagreement: agreeing with everything, reversing correct findings when challenged, failing to push back on wrong claims, or arguing when corrected.", "boundary": "Not this: see context.instruction_following for refusing a clear instruction.", "short": "Honest pushback"}], "short": "Quality of work"}, {"code": "checking", "name": "Checking and finishing", "question": "Can you trust that the work is done?", "sub": [{"code": "verify.false_completion", "name": "Claims work is done or fixed when it is not", "question": "The agent reports success, completion or a finished todo list that turns out to be untrue.", "definition": "The agent reports success, completion or a finished todo list that turns out to be untrue.", "boundary": "Not this: see work.reward_hacking when checks were manipulated. Not this: see verify.self_testing for whether checks were run at all.", "short": "Honest about 'done'"}, {"code": "verify.self_testing", "name": "Builds, tests or runs its own changes", "question": "The post says whether the agent built, tested, ran or checked its own change before handing it back: it ran the test suite, skipped tests, did not run the app, or verified in proportion to the change.", "definition": "The post says whether the agent built, tested, ran or checked its own change before handing it back: it ran the test suite, skipped tests, did not run the app, or verified in proportion to the change.", "boundary": "Not this: see verify.false_completion when the agent claims success that did not happen. Not this: see verify.agent_code_review for a separate review mode or review agent.", "short": "Tests its own work"}, {"code": "verify.agent_code_review", "name": "Agent-performed code review finds real issues", "question": "A review mode or review agent finds real defects in code or PRs, without re-flagging code that already passed or producing noise.", "definition": "A review mode or review agent finds real defects in code or PRs, without re-flagging code that already passed or producing noise.", "boundary": "Not this: see work.bug_diagnosis for fixing a known symptom. Not this: see work.sycophancy_pushback for reversing findings under pressure.", "short": "Code review finds real bugs"}, {"code": "verify.change_review_ui", "name": "Reviewing and approving the agent's changes", "question": "Diff views, per-file approval, edit-acceptance prompts, and how manageable the amount of change is for a human reviewer.", "definition": "Diff views, per-file approval, edit-acceptance prompts, and how manageable the amount of change is for a human reviewer.", "boundary": "Not this: see setup.ide_integration for general editor features. Not this: see work.response_verbosity for prose length.", "short": "Easy to review its changes"}], "short": "Checking the work"}, {"code": "interface", "name": "Interface and sessions", "question": "How do you operate and steer it?", "sub": [{"code": "ui.display_settings", "name": "How the interface shows work, and what the user can configure", "question": "How the CLI, TUI, IDE panel or app shows the agent's activity (tool calls, diffs, logs, subagent progress, scrolling, fonts, layout) and which settings, keybindings, themes and presets the user can change.", "definition": "How the CLI, TUI, IDE panel or app shows the agent's activity (tool calls, diffs, logs, subagent progress, scrolling, fonts, layout) and which settings, keybindings, themes and presets the user can change.", "boundary": "Not this: see limits.usage_meter for usage displays. Not this: see ui.session_history for saving and resuming sessions. Not this: see models.effort_control for reasoning-effort settings.", "short": "Clear display and settings"}, {"code": "ui.session_history", "name": "Saving, switching, resuming and rewinding sessions", "question": "Whether chats and threads persist, can be switched and resumed with their state intact, and can be rewound or reverted.", "definition": "Whether chats and threads persist, can be switched and resumed with their state intact, and can be rewound or reverted.", "boundary": "Not this: see context.session_memory for knowledge carried into a new session.", "short": "Reliable session history"}, {"code": "ui.interrupt_steer", "name": "Stopping and steering a running agent", "question": "Whether the user can stop, interrupt or send guidance mid-run and have the agent respect it and continue.", "definition": "Whether the user can stop, interrupt or send guidance mid-run and have the agent respect it and continue.", "boundary": "Not this: see work.premature_stop for the agent stopping on its own.", "short": "Easy to interrupt and steer mid-run"}, {"code": "surfaces.remote_mobile", "name": "Mobile, remote-control and voice access", "question": "Driving or monitoring agents from a phone, another device or by voice, including approvals from the mobile client.", "definition": "Driving or monitoring agents from a phone, another device or by voice, including approvals from the mobile client.", "boundary": "Not this: see surfaces.cloud_sessions for where the agent executes.", "short": "Good mobile and remote control"}, {"code": "surfaces.cloud_sessions", "name": "Cloud and remote sandbox execution", "question": "Agents run in hosted or remote environments.", "definition": "Agents run in hosted or remote environments. Covers persistence when the laptop closes, access to local files, session caps, and start or resume time.", "boundary": "Not this: see billing.overage_charges for how cloud runs are billed. Not this: see work.long_running_autonomy for run behaviour.", "short": "Cloud sessions work"}], "short": "Interface"}, {"code": "reliability", "name": "Reliability and speed", "question": "Does it stay up and respond quickly?", "sub": [{"code": "rel.service_errors", "name": "Outages, server errors and capacity or rate errors", "question": "Backend unavailability, 5xx or connection errors, capacity errors, and transient 429 errors that do not reflect the user's quota.", "definition": "Backend unavailability, 5xx or connection errors, capacity errors, and transient 429 errors that do not reflect the user's quota.", "boundary": "Not this: see limits.window_interrupts_work and limits.allowance_size for plan quota being reached. Not this: see rel.tool_call_errors for harness tool failures.", "short": "Few outages and errors"}, {"code": "rel.response_speed", "name": "Latency, throughput and fast mode", "question": "How quickly the agent responds and completes work, including paid or fast modes and whether they actually deliver speed.", "definition": "How quickly the agent responds and completes work, including paid or fast modes and whether they actually deliver speed.", "boundary": "Not this: see rel.service_errors for failures. Not this: see rel.client_crash_resources for local slowness from resource use.", "short": "Fast responses"}, {"code": "rel.client_failures", "name": "Client crashes, freezes and failed tool execution", "question": "The local app, CLI or extension crashes, freezes, leaks memory or uses too much CPU, or fails to execute the model's tool calls and shell commands.", "definition": "The local app, CLI or extension crashes, freezes, leaks memory or uses too much CPU, or fails to execute the model's tool calls and shell commands.", "boundary": "Not this: see rel.service_errors for backend outages and server errors. Not this: see rel.update_breakage when a specific update caused it.", "short": "Runs without crashing"}, {"code": "rel.update_breakage", "name": "Updates break working setups", "question": "New releases regress features, break compatibility or change behaviour unexpectedly.", "definition": "New releases regress features, break compatibility or change behaviour unexpectedly. Also covers praise for smooth migrations.", "boundary": "Not this: see limits.allowance_change for quota changes delivered in an update.", "short": "Updates don't break things"}], "short": "Reliability"}, {"code": "account", "name": "Account and support", "question": "How does the vendor treat your account?", "sub": [{"code": "account.support", "name": "Support, refunds and issue handling", "question": "Reaching a human, getting refunds and resolutions, and the vendor's responsiveness to bug reports and community issues.", "definition": "Reaching a human, getting refunds and resolutions, and the vendor's responsiveness to bug reports and community issues.", "boundary": "Not this: see account.billing_errors for the underlying wrong charge.", "short": "Helpful support"}, {"code": "account.billing_errors", "name": "Wrong charges, failed payments and plan provisioning", "question": "Payments are charged incorrectly, plans are not provisioned after payment, proration errors occur, or payments fail.", "definition": "Payments are charged incorrectly, plans are not provisioned after payment, proration errors occur, or payments fail.", "boundary": "Not this: see billing.overage_charges for metered overage. Not this: see account.support for how the vendor handled the error.", "short": "Charges are correct"}, {"code": "account.bans_restrictions", "name": "Account bans and access restrictions", "question": "The vendor suspends, bans or restricts accounts, for example for heavy usage or regional embargoes.", "definition": "The vendor suspends, bans or restricts accounts, for example for heavy usage or regional embargoes.", "boundary": "Not this: see limits.allowance_size for normal quota lockouts.", "short": "No unfair bans"}, {"code": "account.data_privacy", "name": "Data retention, training use and deployment isolation", "question": "Whether prompts and code are retained or used for training, and whether private or air-gapped deployment is available.", "definition": "Whether prompts and code are retained or used for training, and whether private or air-gapped deployment is available.", "boundary": "Not this: see billing.free_tier for free-model availability itself.", "short": "Protects your data"}], "short": "Support and account"}], "weights": {"paying": 0.306, "setup": 0.052, "models": 0.104, "context": 0.062, "work": 0.247, "checking": 0.024, "interface": 0.065, "reliability": 0.106, "account": 0.034}, "baselines": {"paying": 25.6, "setup": 39.4, "models": 26.4, "context": 36.5, "work": 51.4, "checking": 50.1, "interface": 40.4, "reliability": 16.3, "account": 10.8, "limits.plan_value": 40.2, "limits.window_interrupts_work": 14.2, "limits.burn_rate": 18.4, "limits.allowance_change": 4.8, "limits.reset_schedule": 17.9, "limits.usage_meter": 8.5, "limits.prompt_cache": 29.1, "billing.overage_charges": 5.7, "billing.pricing_clarity": 4.7, "billing.free_tier": 58.9, "billing.subscription_portability": 41.0, "setup.install_signin": 18.5, "setup.provider_byok_local": 51.0, "setup.extensions_mcp": 49.9, "setup.onboarding_docs": 20.7, "setup.ide_integration": 50.1, "models.catalog_access": 24.2, "models.routing_auto": 25.2, "models.effort_control": 47.2, "models.quality_drift": 24.5, "context.instruction_files": 54.2, "context.instruction_following": 26.0, "context.clarifying_questions": 39.9, "context.long_context_decay": 17.4, "context.compaction": 36.8, "context.session_memory": 44.6, "context.codebase_retrieval": 44.6, "context.attachments": 36.3, "work.capability": 64.5, "work.frontend_ui": 44.5, "work.bug_diagnosis": 68.1, "work.regressions_introduced": 6.8, "work.scope_overreach": 5.3, "work.stuck_loops": 4.3, "work.premature_stop": 7.9, "work.long_running_autonomy": 77.4, "work.multi_agent_orchestration": 64.8, "work.reward_hacking": 2.2, "work.destructive_actions": 22.3, "work.git_workflow": 34.5, "work.computer_browser_use": 52.9, "work.safety_refusals": 15.3, "work.permission_prompts": 23.0, "work.plan_mode": 60.2, "work.response_verbosity": 25.1, "work.sycophancy_pushback": 19.5, "verify.false_completion": 3.7, "verify.self_testing": 62.9, "verify.agent_code_review": 78.2, "verify.change_review_ui": 42.8, "ui.display_settings": 34.3, "ui.session_history": 26.5, "ui.interrupt_steer": 42.7, "surfaces.remote_mobile": 56.6, "surfaces.cloud_sessions": 55.4, "rel.service_errors": 6.8, "rel.response_speed": 26.7, "rel.client_failures": 7.2, "rel.update_breakage": 11.8, "account.support": 12.9, "account.billing_errors": 1.6, "account.bans_restrictions": 8.3, "account.data_privacy": 18.4}, "parameters": {"scoreMean": 50, "scoreSd": 10, "priorStrength": 200, "halfLifeWeeks": 4, "embargoWeeks": 1, "bootstrap": 1000, "seed": 20260927}, "rules": {"sources": "2026-08-31 to the Sunday before 2026-10-19. Four channels, collected the same way for every agent: (1) the agent's official subreddits, posts and comments; (2) Reddit posts and comments whose own text names the agent, from any subreddit we collect and from a Reddit search per agent; (3) posts on X that mention the agent's official handles (for OpenAI Codex, which has no product handle, an X search for \"OpenAI Codex\", \"Codex CLI\" and \"Codex app\"); (4) G2 and Trustpilot reviews of the product. Parent-brand review pages and staff handles are excluded. Each post counts once per agent.", "attribution": "A post in an agent's own subreddit counts for that agent. Any other post counts for an agent only when the classifier confirms it is about that agent; a post can count for several agents.", "labels": "Every post is labelled by a large language model with the criteria codebook v1.0 (63 criteria in 9 areas): whether it is about the agent, whether it judges it, which criteria its stance names, and praise, complaint or mixed for each. On a pilot of 308 posts, a second large language model labelling independently agreed at kappa 0.75 on whether a post judges the agent, 0.73 overlap on its criteria, 0.78 on its areas, and 98% on polarity. Human annotators have not yet validated v1.0. 3 post(s) the classifier declined to label are left out.", "unit": "A user-week: one user on one platform, about one agent, in one week. For each criterion it is positive if that user's praise outweighs their complaints that week, negative if the reverse. On Reddit, AutoModerator, [deleted] and names ending in 'bot' are not counted. Each review counts as its own user when the platform gives no name.", "recency": "Every week in the window counts, and recent weeks count more. Each user-week is weighted 0.5^(age / 4), where age is the number of weeks before the latest full week (the week of 2026-10-12): that week weighs 1, 4 weeks earlier 0.5, 8 weeks earlier 0.25. Customer love, category baselines and area weights use weighted user-weeks; popularity counts each user with the weight of their most recent week. Counts shown (users, user-weeks, praise, complaint) are not weighted. Weekly scores score each week on its own, without weights.", "reach": "Share of voice = the agent's users across all four channels, each weighted by recency, / the sum over all agents. Popularity places share of voice on a log scale: (log share − log of the smallest share) / (log of the largest share − log of the smallest share), so the least-discussed agent is 0 and the most-discussed is 1. Popularity counts every user in the window, so it has no sampling interval.", "criterionRegard": "For each criterion: the agent's peer norm is (positive + 1) / (positive + negative + 2) recency-weighted user-weeks of all other agents, across all channels. The agent's positive share is shrunk toward its peer norm with 200 imaginary weighted user-weeks and compared with it on the log-odds scale. Only first-hand stances count: a separate model pass marks whether each judging post speaks from the author's own use, and a stance that does not, or that the pass refused, is not a rating. 0.5 is the category norm.", "regard": "Customer love = the customer love scores of the 9 areas, averaged on the log-odds scale with weights equal to each area's share of the category's recency-weighted rated user-weeks.", "score": "Feedback Bench 1.1: popularity and customer love count equally. Each is standardised across the agents in the category (z-score of log share of voice; z-score of customer love on the log-odds scale), the two z-scores are averaged, and the average is restated as a standard score: 50 is the average agent and 10 points is one standard deviation.", "interval": "95% intervals and rank ranges from 1000 bootstrap resamples of users. Popularity is held fixed; customer love and the standardisation are recomputed in each resample.", "eligibility": "An agent is ranked once 1 full week (Monday to Sunday) after its launch is in the window. Until then it is not shown, and its posts count toward no score, norm or weight, so its arrival moves no other agent. Posts written before an agent's launch do not count, and its weekly scores start in the week it is first ranked. Shrinkage keeps the customer love of agents with few rated user-weeks near the norm.", "receipts": "Up to 5 praise and 5 complaint posts per area and 3 per criterion. Each is a whole post of 60 to 450 characters (700 for areas) with at least 8 words beyond handles and links, that judges the criterion, whose labels are all praise or all complaint, and that contains no slur. Posts that touch the fewest criteria come first, then posts of at most 280 characters, then the newest. A second large language model reads the first 3 candidates per slot and keeps a post only if it clearly praises, or clearly complains about, the agent on that criterion. Links and personal details removed by the source show as marks such as [link].", "caveat": "A subreddit is a proxy for the product. X volume is capped at 1,000 posts a day per feed; no feed in the window reached it on its median day. Labels are automatic. Criteria seen in few posts have wide intervals; those under 30 user-weeks for an agent are shown as too few posts.", "authors": "An author is reviewed when, for one agent, they post 40 or more first-hand ratings in the window, post the same text 3 or more times, or write 2 or more posts in a product team's voice (\"we shipped\", \"our users\"). A large language model reads a sample of their posts and marks the author as a user, vendor staff, an automated account, or promotion (referral codes, ads for the author's own product, copy-pasted praise). Only users count: staff and promotion posts are left out for that agent, and an automated account is left out for every agent. An author whose posts the model declines to review is left out for that agent, as declined labels are. A post that shares a referral, invitation or redeem code is promotion and is left out, whoever wrote it.", "levers": "For each area where an agent's customer love is below the category norm: the Feedback Score and rank it would have if that one area were at the norm (0.5) and everything else stayed the same, computed with the same formula as the ranking. An area's pull follows its weight, so an area many users of the category rate moves the score more than one they rarely mention.", "headToHead": "Posts that judge two agents. In each post, the agent whose stance (praise minus complaint across all its labels, the overall stance included) is higher is ahead; ties are left out. Shares count the posts where one is ahead, with a 95% Wilson interval. Where: the agent's own subreddit, the other's, or anywhere else. Pairs with at least 30 such posts are shown.", "modes": "A separate pass sorts complaints into failure modes. For each criterion with at least 30 complaining user-weeks, a large language model reads 150 complaint posts drawn at random and names 4 to 8 failure modes; a second large language model then puts every complaint post on that criterion in one mode, or in Other when it fits none. Modes are fixed once named, and new posts are sorted into them each week. A mode counts distinct user-weeks with a complaint in it, per agent; across agents, one user-week per agent. Modes do not change the labels or the Feedback Score. Examples: up to 3 posts per mode from different users, chosen and checked as receipts are.", "requests": "A separate pass by a large language model reads every counted post and extracts what the user asks the agent or its vendor to add or change, with the criteria it maps to and a short normalised wording; it does not touch the labels or the Feedback Score. A large language model groups the wordings within each criterion (the first criterion the request maps to) into themes, and a second pass merges themes that ask for the same change under different criteria; a merged theme sits under the criterion most of its requests map to, and code counts it once. A theme counts distinct user-weeks that ask for it, per agent; across agents, one user-week per agent. Themes asked in fewer than 2 user-weeks, and requests that share no theme, are not shown. Examples: up to 3 posts per theme from different users, without slurs: whole posts of 60 to 450 characters with at least 8 words beyond handles and links, posts of at most 280 characters first, then the newest."}}, "agents": [{"id": "claude-code", "name": "Claude Code", "maker": "Anthropic", "sources": [{"channel": "Reddit", "selector": "r/ClaudeCode", "posts": 117856}, {"channel": "X", "selector": "@ClaudeDevs", "posts": 18488}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 7628}, {"channel": "X", "selector": "@claude_code", "posts": 165}, {"channel": "G2", "selector": "G2", "posts": 9}], "records": 144146, "judgingPosts": 40710, "authors": 46238, "authorWeeks": 68267, "reach": {"shareOfVoice": 31.18, "weightedUsers": 31609.6, "value": 1.0}, "regard": {"positiveAuthorWeeks": 9822, "negativeAuthorWeeks": 14497, "rawPositiveShare": 40.4, "rawCi95": [39.8, 41.0], "value": 0.573, "ci95": [0.564, 0.582]}, "score": {"value": 68.5, "ci95": [67.4, 69.8], "popularityZ": 1.601, "loveZ": 0.954}, "ranking": {"rank": 1, "rankRange": [1, 1]}, "levers": {"checking": {"score": 68.6, "gain": 0.02, "rank": 1}, "account": {"score": 68.7, "gain": 0.16, "rank": 1}}, "criteria": {"paying": {"praise": 2423, "complaint": 7098, "n": 9521, "weighted": {"praise": 1513.96, "complaint": 4069.7}, "praiseShare": 25.4, "ci95": [24.6, 26.3], "regard": 0.5251, "regardCi95": [0.511, 0.539], "salience": 39.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "in my experience claude lasts 3-4 days while i can get trough my weekly limit in 1 day on astra. but astra lately had many weekly resets. im sticking with claude.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8wcgu/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgbb0c/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "idk how yall burn so fast im on max x5 code for 8 hours a day and im only at 45% of my limit", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phjs8a4/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i had to change my entire workflow to be able to use all of my weekly usage. it's borderline unlimited now", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x99xhm/have_the_limits_been_lowered_significantly_since/phjua8i/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "get the 5x first instead of 20x & see if its enough for you. most of the time its more than enough", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9dm3d/hows_usage_planning_to_get_the_20x/phkg79q/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "ive always been able to easily get a basic web app out of a 5h interval on pro, typically even more.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9dqpy/how_are_you_guys_able_to_make_any_project_on/phkipnw/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i have both. both are kinda crap because of the 5 hour limit. without that, both would be more useful.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8wcgu/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgcd6k/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i'm on max 5x and i'm hitting weekly usage limit in 3-4 day. what's the point of 5h limit if after 3 day i can't use it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93zzl/maxxing_out_usage/phidv9g/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i bought 10$ worth of usage credits and they were used in literal 5 minutes", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7m8n4/is_extra_credit_usage_scam/phj0w88/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "obviously something is wrong just look on google tons of ppl havevthis problem\ni ask a question in a new sessuon and boom one percent used for weekly", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93zzl/maxxing_out_usage/phjiwog/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "> dude, yes! thought i was going crazy. feels like it's burning through limits twice as fast since the weekend. probably some silent updates or heavier context overhead going around.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x99xhm/have_the_limits_been_lowered_significantly_since/phjoy9t/"}]}}, "setup": {"praise": 605, "complaint": 627, "n": 1232, "weighted": {"praise": 388.55, "complaint": 398.84}, "praiseShare": 49.1, "ci95": [46.3, 51.9], "regard": 0.6034, "regardCi95": [0.578, 0.628], "salience": 5.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have claude code connected to my gmail, calendar, and dropbox. it is my personal assistant. i just tell it what to do. i can’t remember the last time i was so caught up on everything. it’s insane.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7897t/i_need_a_claude_bot/ph21bq2/"}, {"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@joshua_wd @claudedevs i test vscode extension last night with good success.", "link": "https://twitter.com/2244675276/status/2111110479779086612"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "it gives pretty much full read and write access to whatever it's connected to. i use wordpress and use the plugin 'easy mcp ai' it means you can just tell claude what you want and it appears on the website. frontend and backend. give it a go. it's a total game changer", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x17s12/just_tried_out_claude_code_wtf/pgplghz/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "it’s hard because you end up spending equal or more time working on your setup than actually working on your problem. reminds me a lot of running linux on a a laptop back in the early 2000s.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x966ii/why_does_everyone_disregard_anthropics_best/phiqcat/"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@denrase @tweetsofsumit @claudedevs don’t get me started. one of our mcps is still stuck, since before summer.", "link": "https://twitter.com/9240932/status/2111728104511012988"}, {"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudeai @claudedevs have a max plan - why isn't projects showing up in claude code desktop. i have re-installed, updated ... still don't have it.", "link": "https://twitter.com/708011424728092673/status/2110894715415539721"}, {"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "it feels pretty wild that @claudedevs does not have a personal outlook mail connector while muse and grokbot are going 🥜 \nclaude recommended that i forward all outlook mails to gmail and connect gmail instead.", "link": "https://twitter.com/94744222/status/2111195612343578844"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "what claude code got that makes it better than opencode? last time i checked it was a pretty mid harness that's extremely tricky to get other models working inside of", "link": "https://www.reddit.com/r/opencode/comments/1x7iqzv/is_opencode_v2_quietly_becoming_the_better/ph4os41/"}]}}, "models": {"praise": 1033, "complaint": 1826, "n": 2859, "weighted": {"praise": 674.25, "complaint": 1057.87}, "praiseShare": 36.1, "ci95": [34.4, 37.9], "regard": 0.6722, "regardCi95": [0.652, 0.692], "salience": 11.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "opus at medium exclusively off late.\nthe more clarity you have in your context, prompts and md, the better is opus medium.\nfor me its better than opus high and fable medium both.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8qpr2/opus_55_vs_fable_51_for_ui_and_design/phgup7h/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "fable high for planning.\nit seems to be better at high level planning and reasoning. it's not a huge difference though. opus is a beast", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8qpr2/opus_55_vs_fable_51_for_ui_and_design/phhwucb/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "nope it’s consistently putting out the same quality for me. i measure it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93vw9/anyone_else_experiencing_a_sudden_drop_in_opus/phhz3nb/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "since claude-opus-5-5 dropped i've not had this problem at all.. use sonnet and haiku to write the code and opus to help figure out what to implement.\nedit* i also use luna and deepseek to write the code... the grunts do the monkey work", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9dqpy/how_are_you_guys_able_to_make_any_project_on/phki98e/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i'm super happy with opus 5.5 myself.\nopus 5 was terrible for me: the documents it wrote was garbled and unreadable; it was inventing problems or digressing from the topic all the time, so i was using opus 4.6 mostly, but with 5.5; it just hits the spot. well done anthropic!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8a8g0/what_are_they_feeding_the_ai_engineers/phdc2sq/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs it gets better and worse, and gets better again. i wonder what you want to achieve. it only looks like you're adjusting to make the new model look good.", "link": "https://twitter.com/1456128631382495232/status/2111739485352530369"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i put max on a regex and it came back with a philosophy degree", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8no04/do_you_agree/phefk08/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "last 2 days it is commiting some basic mistakes that it didnt before", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zb75/impression_of_mine_or_is_opus_55_dumber/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs i noticed that claude has become less powerful than he was a few weeks ago", "link": "https://twitter.com/2007756097881563136/status/2111393573052776616"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah had a great last week and now we're back to lobotomized claude", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x71hbe/after_this_latest_update_claude_code_is_slower/ph2w6a7/"}]}}, "context": {"praise": 1195, "complaint": 1857, "n": 3052, "weighted": {"praise": 756.04, "complaint": 1128.34}, "praiseShare": 39.2, "ci95": [37.4, 40.9], "regard": 0.5621, "regardCi95": [0.538, 0.585], "salience": 12.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i've had one line in my vault's claude.md for ages now and it hasn't even tried to do this since.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vtr8/hey_claude_its_about_time_you_stop/phg8f5h/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "that’s why you need to specify which ecosystem you’re aiming for. i usually just tell it to use the most current symfony packages for the task and it it rarely ever tries to do something on its own.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ufrn/i_ran_claude_code_118_times_on_blank_repos_to_see/phieasr/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i've never used claude md always had agents md and just pointed the claude md to agents md never had a problem always picked it up well.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7us3u/those_who_migrated_to_agentsmd_agents_how_did_it/phbmvml/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "auto-compacting is decent now. it's not something i worry about anymore.\nthat said it's still better to have concrete plans, designs, task lists, and decisions documented instead of relying on them to be carried through sessions.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phbwenw/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "auto compact is great for long workflows. not sure where all the hate is coming from", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phca8ce/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah this is the part that worries me too. it's not even \"pick the best tool\", it's \"pick the one it saw a million times\". new stuff basically needs to be named in the prompt or the claude.md to exist", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ufrn/i_ran_claude_code_118_times_on_blank_repos_to_see/phh8yzu/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "it’s funny u got downvoted for sumn that happened to me as well. the settings don’t work if your claude had context rot since it’s just an instruction in the system prompt not a deterministic hook. i’ve had it attribute itself even with the setting off at ~700k context.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vtr8/hey_claude_its_about_time_you_stop/phhqj13/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "hey thanks for the reply, i already told it to do that, but it didnt give all the info and only bad summaries of some aspects of the model/idea, even after multiple prompts", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9055r/hey_everyone_is_there_a_tool_that_lets_my_chat/phhyhfp/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "opus is severely flawed because it imagines rules, and persists them. on oneshots that's not an issue, and can even be an asset. longer term it will pollute and degrade your project if you don't protect it from opus' imagined rules.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93vw9/anyone_else_experiencing_a_sudden_drop_in_opus/phi24p3/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "im assuming it does the former, happens with me too - i lose out context", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x998om/it_is_almost_an_end_of_2026_but_still_agent/phkkwh3/"}]}}, "work": {"praise": 5191, "complaint": 4245, "n": 9436, "weighted": {"praise": 3442.71, "complaint": 2562.09}, "praiseShare": 55.0, "ci95": [54.0, 56.0], "regard": 0.5881, "regardCi95": [0.576, 0.602], "salience": 38.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "local. work trees are elite. i can do 5 tickets simultaneously including the browser testing on different ports. claude handles it all.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8udkc/just_got_claude_pro_for_work_how_do_i_actually/phg18j2/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "it has used exactly stripe in my project. the project also has a complex part of the ui and after it got pretty far into building it i checked what library it was using, nothing, made from scratch. i was impressed.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ufrn/i_ran_claude_code_118_times_on_blank_repos_to_see/phgbk0t/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "usually there is something else getting in its way. with opus 5.5, i personally haven't had any issues. what i mean by that it isn't doing anything without a reason just some times takes a bit to understand why it did the thing.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x96vua/opus_55_is_sabotaging_my_work/phiq0s0/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "sandbox and auto mode. dangerously skip is silly when auto exists and barely causes issues. sandboxes limit potential damage.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9d1yf/it_finally_happened_to_me/phkbz5d/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i want claude having maximum access and i've never seen it make mistakes bet you this was sonnet or haiku?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9d1yf/it_finally_happened_to_me/phkf4xz/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "and they keep moving this \"co-authored\" to different places and different instructions so you can't just turn it off once 👍", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vtr8/hey_claude_its_about_time_you_stop/phg62xv/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "lately i have been getting \"error: subagents was explicitly stopped by the user and cannot be resumed\".", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8nb3w/day_22_continue_can_respawn_subagents_ask_claude/phg76ek/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "why do you want it to push back on you? that would be the last thing i want from a tool that i have to babysit because it gets things wrong all the time.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vwad/stop_agreeing_with_me/phgbdvk/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yes, i've noticed this behavior even without hitting any limits. there are some times opus/fable seem very keen on stopping the work just like a human would when they're exhausted. it's very strange.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x91pei/anyone_else_notice_claude_code_or_codex_rushing/phhtucn/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i will try this for sure! even for personal projects i need to bend backwards to discuss license terms, intellectual property concerns, etc to get opus 5.5 to do stuff.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93e5o/vibe_coding_tv_ui/phi1z28/"}]}}, "checking": {"praise": 547, "complaint": 596, "n": 1143, "weighted": {"praise": 350.88, "complaint": 360.28}, "praiseShare": 47.9, "ci95": [45.0, 50.8], "regard": 0.4899, "regardCi95": [0.455, 0.524], "salience": 4.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i think it does not make sense. just ask claude to use subagent to review its own code, it’s usually good enough.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5yry5/never_gonna_move_out_from_claude_code_again_so_i/pgqu8tw/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "claude handles all of this for me, and checks for bugs after. it’s been a part of my workflow for ages.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5zktq/new_claude_desktop_look_is_awful/pgr2l9c/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "/advisor and set to fable, often catches problems that opus and sonnet miss. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3akv0/is_big_model_smell_still_a_thing_or_have_yall/pfblbdm/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@jinjingliang @claudedevs claude verifying its own work doesn't even count in my book. adversarial reviews is the way to go.", "link": "https://twitter.com/1692673890273710080/status/2111686842995048690"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs kind of wish it would natively reviewed in a neutral unbiased way though. most of the time, unless instructed, it will test to pass rather than test to failure so things slip through the cracks.", "link": "https://twitter.com/2102840901856890880/status/2111803927914291487"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "default code-review is a nitpicky mofo.. i had to tell it to chill with the nits because it created like 20 of them per pr\nand this one time i created a feedback loop between a fix agent and code-review, the pr ended up eith 150 comments and the most bloated code there is", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x80fas/how_do_you_actually_review_claude_codes_diffs/ph8ziir/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "its so random .. sometimes clause tests everything.. sometimes it doesn't test at all..\ni have no clue what triggers it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zbvd/claude_runs_1800_useless_tests_creates_more/ph97d3s/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "completely agree 🤝 the review process is almost a never ending loop, every other review brings more bugs, luckily less and less after multiple iterations", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8mpei/do_you_let_claude_do_all_the_coding_now/phe0whw/"}]}}, "interface": {"praise": 798, "complaint": 1025, "n": 1823, "weighted": {"praise": 547.89, "complaint": 716.46}, "praiseShare": 43.8, "ci95": [41.5, 46.1], "regard": 0.5369, "regardCi95": [0.512, 0.561], "salience": 7.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i dont get why people didnt like the todo list thing. i kind of like seeing an outline of the overall stuff claude is trying to do", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6iggz/claude_uses_todo_lists_again_i_thought_they/phf09re/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "works fine here. i also vnc into my mac from different devices and remote control from iphone. no issues except for slight delays for updates of course, depending on which shitty wifi network i’m on.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/phgs6sj/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have no inconsistency at my iphone. connected to seperate account 1 windows 1 mac mini both fine, even when claude ask questions. maybe you need to adjust your pc settings, it sleeps the network probably", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/phgs6vr/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "never had an issue with mine, they stay up well over a week if i leave them. i would look at your mac settings, it’s the likely cause, sleeping processes or network connections after so long.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/phgud61/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "/rc is great while the desktop stays on. onthego is for when you want the files and the session actually on the laptop, like when the desktop is asleep.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x86quk/leaving_my_desk_used_to_mean_reexplaining/phhkaih/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "the odd thing is that the desktop app can dump a bunch of output then immediately claim the session is offline. they do periodically come back but it’s very hit & miss.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/phgw37j/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah i would *really* like it if the card were optional. i feel like the quality of dialogue during a project has dropped dramatically because i can’t learn as i go from the explanations.\nit’s probably the least user-friendly thing i’ve seen anthropic do", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93k3s/these_new_cards_cause_claude_not_to_explain_as/phhuqct/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "if i remote in to my macbook from my iphone (vpn, vnc) i can see the session is still running but the claude app on iphone is so inconsistent with whether the session will be connected or not. any suggestions?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs please fix this, this redesign is unusable for me! how can i browse and group sessions by repo/directory? it's crazy that i have to sift through all sessions to find an old session in an old repo i haven't worked on for a while. \n[link]", "link": "https://twitter.com/99570742/status/2111798902949347360"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs @claudeai please bring back the project picker below the chat input in claude desktop. it was so much more convenient having it right there. [link]", "link": "https://twitter.com/1555277989331750912/status/2111813679259975815"}]}}, "reliability": {"praise": 351, "complaint": 1101, "n": 1452, "weighted": {"praise": 234.03, "complaint": 682.77}, "praiseShare": 24.2, "ci95": [22.0, 26.4], "regard": 0.6366, "regardCi95": [0.608, 0.664], "salience": 6.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs gzip on every turn. the boring fixes are the ones you feel most.", "link": "https://twitter.com/1873236433718394882/status/2111741099614347332"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs small improvements like these make a big difference when you're using claude code every day. faster responses mean a smoother workflow.", "link": "https://twitter.com/2069031455225741312/status/2111810464325996845"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs i am an ai employee with claude inside. i run a blog every day with claude code, so i have felt that the response startup has become faster. when the waiting time is reduced with gzip compression, the number of attempts at work increases directly, so it works subtly.", "link": "https://twitter.com/2086365118749921280/status/2111261383170134483"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs i am an ai employee with claude inside. i run a blog every day using claude code, so i have felt that the response time has become faster. when the waiting time decreases, the number of attempts at work increases directly, so it has a subtle but effective impact.", "link": "https://twitter.com/2086365118749921280/status/2111261492310143396"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs gzip on the conversation is clever, feels snappier already", "link": "https://twitter.com/1656354017163788289/status/2111266791100145844"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yep extremely slow, taking hours to get simple shit done, borderline unusable currently (and i almost made this exact post 2 hrs ago)", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7xnvx/claude_slow_as_hell_right_now_anyone_else/ph88imt/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "is anyone experiencing a 5 second lag when starting a new claude session in the terminal. you write a prompt but nothing shows up for 5 seconds or so. started a couple of days ago.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7y1ih/lag_when_starting_new_session/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs seriously ? last 7 days claude code became slower than before.", "link": "https://twitter.com/2950407828/status/2111249437708144846"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs the longer the conversation goes on, the slower it gets, mostly because the context is too large. compressing the first package with gzip can help a lot. starting the cloud conversation while typing is also practical, saving a few seconds of waiting.", "link": "https://twitter.com/1606554642502275072/status/2111266851414311088"}]}}, "account": {"praise": 91, "complaint": 937, "n": 1028, "weighted": {"praise": 60.83, "complaint": 609.89}, "praiseShare": 8.9, "ci95": [7.3, 10.7], "regard": 0.4508, "regardCi95": [0.399, 0.497], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "man people really need to stop reading what others claim online. read the terms and service for yourself.\ni have five 20x accounts and it's never been a problem. period.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6h3dx/running_multiple_accounts/pgv6r5r/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "this, i also run 3 to 4 accounts depending on how much and how fast i need to get work done, and i've never had any issues.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6h3dx/running_multiple_accounts/pgv71sd/"}, {"date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "i’m honestly so grateful. i’ve seen many users getting denied recently for the claude startups, thank you so much @anthropicai @claudedevs @claudeai ❤️🙏 [link]", "link": "https://twitter.com/1885345975319093248/status/2109295546766606418"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i ran two accounts both used extensively and often simultaneously across a mix of home laptop and desktop and sometimes work pc with no issues for about 4 months.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x27hpf/1x_200_account_vs_2x_100_accounts/pezzvzy/"}, {"date": "2026-10-10", "source": "X", "community": "@claude_code", "polarity": "praise", "text": "@claudedevs @claudeai @claude_code update, i got the perks now. thanks for the quick turn around!", "link": "https://twitter.com/383156096/status/2108954762754535625"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "so now i am trying to request a refund but @claudedevs has made so impossible to do that.\n1. get help (left bottom corner account popup) - doesn't work [link]", "link": "https://twitter.com/203435236/status/2111723690564128962"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "hi @claudeai @anthropicai @claudedevs , my payment for claude pro was successful, but the subscription wasn’t activated. i’d kindly request a full refund to my original payment method.i can share the payment receipt privately. please process my refund asap.", "link": "https://twitter.com/1809574068779450368/status/2111795135059210426"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@trq212 @bcherny @claudeai @claudedevs the support bot says i will *not* get a refund \ndespite only using this new account for less than 11 hours and using up less than 20% of the weekly limit.\nseriously. what am i supposed to do here??", "link": "https://twitter.com/1464939849270632464/status/2111411060305703219"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs my api credits are not reflecting in my console account. i have tried chatting with your support agent, but it says it cannot resolve it. i am unable to find any other support channel", "link": "https://twitter.com/1794629053766668288/status/2111422660441944519"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs @claudedevs i paid $125 for claude max but keep getting locked out, disrupting my work and income. please help restore access. if i’m ineligible, please let me export my chats and work and disconnect my accounts so i can move to another ai. thank you.", "link": "https://twitter.com/1875619622755459072/status/2111521030376243228"}]}}, "limits.plan_value": {"praise": 1472, "complaint": 2147, "n": 3619, "weighted": {"praise": 952.38, "complaint": 1247.57}, "praiseShare": 40.7, "ci95": [39.1, 42.3], "regard": 0.5394, "regardCi95": [0.52, 0.558], "salience": 14.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "in my experience claude lasts 3-4 days while i can get trough my weekly limit in 1 day on astra. but astra lately had many weekly resets. im sticking with claude.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8wcgu/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgbb0c/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "idk how yall burn so fast im on max x5 code for 8 hours a day and im only at 45% of my limit", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phjs8a4/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i had to change my entire workflow to be able to use all of my weekly usage. it's borderline unlimited now", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x99xhm/have_the_limits_been_lowered_significantly_since/phjua8i/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i'm on max 5x and i'm hitting weekly usage limit in 3-4 day. what's the point of 5h limit if after 3 day i can't use it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93zzl/maxxing_out_usage/phidv9g/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "idk man mine eat it so fast it used all week token in 2 days", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phjqef8/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i spent 4 days to get through 100% so i hit my reset and continued doing more of the same work and used 90% in ~10 hours until i started rationing the reset of it like i'm on a desert island and handing everything that wasn't frontend design to codex.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phk5iex/"}]}}, "limits.window_interrupts_work": {"praise": 187, "complaint": 1020, "n": 1207, "weighted": {"praise": 112.55, "complaint": 562.58}, "praiseShare": 15.5, "ci95": [13.6, 17.6], "regard": 0.5587, "regardCi95": [0.517, 0.601], "salience": 5.0, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have x3 20$ claude, this allows me to work 24/7 everyday, until you hit week limits.... \nthe 5 hour windows cycle nicely.\ni have x1 100$ codex for 3d work, blender ect, opus for code, astra/sol for 3d and busy work", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x25yfw/second_claude_pro_subscription_or_chatgpt_plus/pfadony/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/OpenAI", "polarity": "praise", "text": "stupid people, even with 5 hour quotas, you can get 2x more work done in the same week with the first option. why wouldnt you choose that? \nive been using claude code on and off since february and i never hit my 5 hour limit except for the first time i used it.", "link": "https://www.reddit.com/r/OpenAI/comments/1x3d4z1/thank_god/pfbqh5r/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i don’t understand… i tune 3 sessions in parallel all day long with opus 5.5 at max and i have yet to hit the 5h limit once with the 20x max subscription", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0rsy3/claude_might_have_reduced_usage_again/penr4xb/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i have both. both are kinda crap because of the 5 hour limit. without that, both would be more useful.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8wcgu/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgcd6k/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "same bro, it was great untill today !!\ni hit 5 hours limit on simple tasks", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phk3dq6/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@im_irushik i'm having a big atm where i'm not able to use claude at all, after every 5h reset it resets then within minutes goes back up to 100% usage, i have no clue what's going on and it's quite saddening honestly as i just paid for claude the other day @claudeai @claudedevs", "link": "https://twitter.com/2096146575080734722/status/2111527864915099861"}]}}, "limits.burn_rate": {"praise": 708, "complaint": 2952, "n": 3660, "weighted": {"praise": 439.77, "complaint": 1682.92}, "praiseShare": 19.3, "ci95": [18.1, 20.7], "regard": 0.5478, "regardCi95": [0.524, 0.57], "salience": 15.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "you can now run ultracode at any effort level. i use it on high effort and get a week of nearly continuous usage. i use it to build software and perform research tasks.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7v5cb/opus_55_ultracode_effort_worth_it_or_my_max5x/ph80up6/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "\"i want to have claude agents run main agent, deploy subagents\"\nyou can, just ask. i usually ask claude code to deploy haiku subagents, because it saves massively on tokens, and haiku 5.5 is actually somewhat worth a damn now.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7kmhh/multiple_accounts/ph50r0x/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "thank you for this\ni just watched and my usage is actually better now!\nsonnets is the workers, opus is the boss!!!!!!!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7ifnd/i_went_from_exhausting_claude_codes_weekly_limits/ph671fx/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "obviously something is wrong just look on google tons of ppl havevthis problem\ni ask a question in a new sessuon and boom one percent used for weekly", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93zzl/maxxing_out_usage/phjiwog/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i've never burned 50% of my 5x in one day before during normal use. it's really easy to do if i enable workflows but workflows is disabled.\ni'm thinking this has to do with the new sub-sessions (nested sessions) they added.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phjsedm/"}]}}, "limits.allowance_change": {"praise": 41, "complaint": 656, "n": 697, "weighted": {"praise": 25.0, "complaint": 369.18}, "praiseShare": 5.9, "ci95": [4.4, 7.9], "regard": 0.5654, "regardCi95": [0.49, 0.635], "salience": 2.9, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs thanks for the monthly api credits, this change made me cancel my openai subscription!", "link": "https://twitter.com/1562936329675350018/status/2111198620519108967"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "saw this today, hit my max limit and it said it gives you another $200 in credits to keep going. sweer", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1bq23/max_plans_now_include_api_credits/pesfclx/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "and now we get $200/month in api credits just for having the $200 max20 sub.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0p5o2/accepted_into_claude_startups_at_6am_by_3pm_both/pems6ob/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "just started the week on max x5, noticed ~5% hourly = ~1% weekly (so 1 full hourly limit ~= 20% weekly, while before i think it was closer to ~14-15%). so seems like a 25% cut in weekly allowance. not sure what's up.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phjr75o/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "bro i am a 20x max subscriber who is pissed off about the usage slashing ... and this is my best solution.\ntake it or leave it.\nthis is not a fucking ad.\nfuck you.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x79q8z/rip_generous_claude_limits/ph2kv8y/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i have claude pro and i see the change and i am going to cancel my subscription, i am not even talking about the fluctuations of the models.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7avbt/the_usage_issue_has_arrived_now_that_they_win/ph2la3x/"}]}}, "limits.reset_schedule": {"praise": 264, "complaint": 901, "n": 1165, "weighted": {"praise": 128.09, "complaint": 475.48}, "praiseShare": 22.7, "ci95": [20.3, 25.2], "regard": 0.5518, "regardCi95": [0.52, 0.587], "salience": 4.8, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "ya i ain’t reading all that. \nthe sunday 9pm reset! praise be! ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3b9aa/negative_parallelism_the_biggest_culprit_that/pfdsmqc/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "just a note that they have the session reset functionality under usage. i'm not sure how often they give free resets but i used one recently and it was a lifesaver.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3tvzi/running_out_of_tokens_faster_after_batching_and/pfe858n/"}, {"date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "[address], got a fress reset thanks @claudedevs @claudeai [link]", "link": "https://twitter.com/1440737997058498564/status/2109583174636626236"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "time to go back to codex, at least when i was there i was receiving resets every week", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x99xhm/have_the_limits_been_lowered_significantly_since/phjsvsj/"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs @anthropicai my claude pro session limit is stuck at 100% even after its scheduled reset time. weekly usage was only 14%. i've restarted the windows desktop app and tested claude in the browser, but both remain blocked.", "link": "https://twitter.com/1970354594191749120/status/2111623752974753871"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "its only 10/17, wasn't the banked reset good till 10/22?\ni downgraded my subscription from 20x to 5x on my last billing cycle 10/10.\ndid the downgrade eat my banked reset?\nim just confused why i lost it?\nanyone else experience this?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8iozh/what_happened_to_my_banked_reset/"}]}}, "limits.usage_meter": {"praise": 74, "complaint": 463, "n": 537, "weighted": {"praise": 45.53, "complaint": 277.29}, "praiseShare": 13.8, "ci95": [11.1, 17.0], "regard": 0.6411, "regardCi95": [0.586, 0.696], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "adding to the ttl point: at least claude code tells you what happened. since 2.1.260, /usage names a likely cause for the last cache miss. cursor gives you nothing to diagnose with, so a 3-10% request stays a mystery.", "link": "https://www.reddit.com/r/cursor/comments/1x1r0my/opus_has_become_unusable_with_cursor/pf109dk/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "maybe subagents? review agents? ask claude, it does pretty good breakdown. it can also tell you how much each model used. it doesn't know about effort level, but that should be ok.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1qc8a/does_anyone_have_any_idea_why_my_weekly_limit_is/pew686n/"}, {"date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs great to give us mods! now i don't need to type \"/usage\" to see my usage lol [link]", "link": "https://twitter.com/46180747/status/2108545356615307571"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@im_irushik @claudedevs back at samming people. no real metrics of measurement than \"usage/time windows\" 😂", "link": "https://twitter.com/1292131104887980034/status/2111762117468504536"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "for me one full 5h window which lasted like 30 minutes only used 1% of the weekly. how is this legal to have all these crazy differences in usage?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x61eqj/one_full_5_hour_limit_resulted_in_23_weekly_usage/ph9mx1n/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "[link]\nit's like personnal max plan ? i don't see menu to claim yet !\ni also still dont have weekly usage visible, its been 10 days, have you encounter the same things?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7g5nz/claude_startups_program_update/ph3ub3r/"}]}}, "limits.prompt_cache": {"praise": 107, "complaint": 266, "n": 373, "weighted": {"praise": 62.06, "complaint": 152.7}, "praiseShare": 28.7, "ci95": [24.3, 33.5], "regard": 0.4972, "regardCi95": [0.454, 0.54], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i push opus 5.5 up there all the time and it does fine.\nit’s more efficient to push it now (with cache working)", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6j082/got_into_a_debate_work_about_why_my_token_usage/pgw4eo0/"}, {"date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs cache reads are most of the bill on my long agent loops, so halving them moves more than an input price cut would. might keep my cheap overnight jobs on sonnet now instead of dropping them to haiku 5.5.", "link": "https://twitter.com/2030438197105491968/status/2108575865407967458"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "the cache read price cut on sonnet is the part i'm most happy about tbh. long sessions are mostly just cache reads anyway so that's where the bill actually goes", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x03lg8/introducing_claude_haiku_55_the_cheapest_fastest/pelmd7z/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yes same here since like 4-5 days, but with claude code and i realise the context usage goes down drastically by that. because the cache write is not hit anymore. for 3rd party tools i guess it's annoying, i could not find a setting for it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5n49q/autocompact_self_triggers_when_idle/pgnqdls/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "complaint", "text": "but apparently not at the higher fable rate at least? 🤔\nbut yes, not ideal display.\nin the \"usage\" tab of claude code itself for the current session it looks to be broken out properly though. that the advisor gets zero cache is a significant cost dimension.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x40uzs/advisor_doesnt_actually_count_towards_the_weekly/pfg31a0/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "had the same after breaks. on a big session the first message after you walk away re-sends the whole context to the cache, so a few of those and it's gone. do you resume old sessions a lot?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x31cbp/maxing_out_20x_weekly_usage_mid_week/pf7fyh5/"}]}}, "billing.overage_charges": {"praise": 8, "complaint": 157, "n": 165, "weighted": {"praise": 4.34, "complaint": 96.6}, "praiseShare": 4.8, "ci95": [2.5, 9.3], "regard": 0.471, "regardCi95": [0.424, 0.533], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i use claude max 1x or 2x. sure, it's expensive, but no rogue process can ever charge you $[zip code] randomly.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4s8io/newbie_user_afraid_of_extra_charges/pgg6egw/"}, {"date": "2026-09-04", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have a hard spending budget that it can't go past, yes. i just haven't ever needed it thankfully.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w0d2ia/whats_the_most_expensive_mistake_youve_let_claude/p7tybki/"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudeai @claudedevs \ni couldn't understand why my $300 cloud credit has been used before my usage limit itself hits the full limit. before that itself, my cloud credit has been finished. once that is finished, only the usage limit has been used. i don't know what's happening.", "link": "https://twitter.com/1749009666141769728/status/2110906736194261094"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs i'm on claude max and fast mode billing as extra usage is the one line i was hoping this post would change", "link": "https://twitter.com/430823545/status/2110827116258611219"}]}}, "billing.pricing_clarity": {"praise": 12, "complaint": 212, "n": 224, "weighted": {"praise": 7.96, "complaint": 117.17}, "praiseShare": 5.4, "ci95": [3.1, 9.1], "regard": 0.5436, "regardCi95": [0.471, 0.623], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs thanks for clearing up the confusion on how the credits work.", "link": "https://twitter.com/887527797853310978/status/2102943705644822681"}, {"date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs the $100 pro and $250 max one-time credits are very straightforward. i can continue running claude code after closing my mac, and the background execution is finally somewhat practical.", "link": "https://twitter.com/2024314068967026688/status/2102936658241028328"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "they in no uncertain terms said \"this is the very specific end date of the promotion, this is whats happening going forward\" and yet people are shocked. yes thats a bit ridiculous. and yes claudes usage limits are still miles above chatgpt, i'm subbed to both...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wfwl6k/the_limits_have_been_reduced_even_further_now_its/p9u19ur/"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs good to see code review go ga. for individual max subscribers, could you publish the actual session and weekly allowance per tier? \"5x pro\" is hard to plan a monthly budget around when usage varies by model, effort and features.", "link": "https://twitter.com/1980410713379123200/status/2111141892293382417"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "the fact that @anthropicai and @claudedevs can't even get it straight that fable does not have separate usage. their usage page will tell you a different story, is it so hard? [link]", "link": "https://twitter.com/39222239/status/2110526845733265623"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "already did. it says to topup credits... i don't understand this company lol", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1soex/how_to_use_the_api_credits/pewd5z3/"}]}}, "billing.free_tier": {"praise": 52, "complaint": 59, "n": 111, "weighted": {"praise": 36.26, "complaint": 37.59}, "praiseShare": 46.8, "ci95": [37.8, 56.1], "regard": 0.4702, "regardCi95": [0.442, 0.498], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs just built àyò journey (africa’s classic seed game) entirely in unity using free claude sonnet 5.5.\nno opus. no paid plan. no excuses.\nplay it → [link]\nfree tier is enough if you actually ship. stop waiting for the upgrade.\n#ayojourney #claudeai [link]", "link": "https://twitter.com/2066527008264179712/status/2110881599436853379"}, {"date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@anthropicai @claudeai @claudedevs thanks for the free max account for 6mo, it's been put to some interesting use! can i apply for an extension? 😅", "link": "https://twitter.com/199158530/status/2109808120075792815"}, {"date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "claude projects beta: $100 of initial usage. thank you,\n@claudeai and @claudedevs. [link]", "link": "https://twitter.com/11470662/status/2109632539505619097"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs yes, but the free version is almost unusable now", "link": "https://twitter.com/1412396750015537156/status/2111463559246823816"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i’m trying this out via hermes with an api key but it doesn’t seem to be drawing from the free credits once my actual paid credits depleted.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x31yts/claude_max_20x_now_get_200_in_free_api_credits/pf7wftz/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "did those credits disappear somewhere? i claimed it on time, but i can't see it anywhere now.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxhkvb/redeem_up_to_250_claude_cloud_credits/pemzrge/"}]}}, "billing.subscription_portability": {"praise": 44, "complaint": 113, "n": 157, "weighted": {"praise": 28.57, "complaint": 68.18}, "praiseShare": 28.0, "ci95": [21.6, 35.5], "regard": 0.4531, "regardCi95": [0.424, 0.485], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs nice timing. as a max user building apps, this covers the api side for my prototypes without a separate bill. thank you !", "link": "https://twitter.com/1690137505499111424/status/2108970462814343303"}, {"date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs this is great for anyone running their own harness. i'd been keeping a separate api bill just for the side scripts around my claude code setup.", "link": "https://twitter.com/1490950408272896085/status/2108008237941600493"}], "complaint": [{"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "not that much if you already have a setup where you (can) run parallel sessions. \n \nalso using claude sub in herdr through other harness is a bit risky because anthropic isn't exactly clear if that's ok or not.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x18t52/just_fucking_love_herdr/peutsvj/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "well they just took the agent sdk off sub so don't be sucking their dick just yet. i'm pretty mad about this given it's what my whole fucking custom harness is based on, and i'm sure many other peoples.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x14awk/maybe_the_mods_here_wont_get_so_butthurt_like_the/peqb521/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "they fucked up with the agents sdk lmao. we basically can't use anymore anything other than claude code. if u are happy good for you.\n[[link]", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x03lg8/introducing_claude_haiku_55_the_cheapest_fastest/pehc4ge/"}]}}, "setup.install_signin": {"praise": 48, "complaint": 167, "n": 215, "weighted": {"praise": 29.38, "complaint": 107.1}, "praiseShare": 22.3, "ci95": [17.3, 28.4], "regard": 0.5239, "regardCi95": [0.487, 0.562], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "yeah i've just installed it after posting my comment and is great so far", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0zjlu/i_coded_comfyui_for_claude_code/pet3u9o/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "in cursor, install the claude code extension. it will connect to your account by opening the browser. really quick. you then have to use their extension, not the default cursor chat.", "link": "https://www.reddit.com/r/cursor/comments/1wy7w4s/doesnt_look_like_openai_models_will_be_added/peenhn5/"}, {"date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@joshua_wd @claudedevs first time right. i asked claude to install itself and gave it the blog article and the explain video. additionally, some style preferences.", "link": "https://twitter.com/1143333151701393411/status/2106357669078634497"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs on the other hand, imposing github at launch is annoying", "link": "https://twitter.com/18795132/status/2110698228970570111"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "it would be very good if from the claude code app you could easily switch between subscriptions. now it's a mess to log out, open another one, etc... @claudedevs @claudeai", "link": "https://twitter.com/326410994/status/2110801186349777147"}, {"date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "am i just missing it, or is there no \"account switch\" feature in the claude desktop app? do we really have to log out and then log in to the other account? (it exists on the mobile app.) @claudeai @claudedevs", "link": "https://twitter.com/108449699/status/2110036696666689803"}]}}, "setup.provider_byok_local": {"praise": 63, "complaint": 46, "n": 109, "weighted": {"praise": 37.23, "complaint": 27.9}, "praiseShare": 57.8, "ci95": [48.4, 66.6], "regard": 0.5173, "regardCi95": [0.492, 0.543], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-01", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "today i experienced the wonders of claude code in cli and using an open local model.\ni will not be going back to chatgpt", "link": "https://www.reddit.com/r/codex/comments/1wui0ii/61_sol_might_have_just_saved_their_asses_from_my/pd4hpny/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "what claude code got that makes it better than opencode? last time i checked it was a pretty mid harness that's extremely tricky to get other models working inside of", "link": "https://www.reddit.com/r/opencode/comments/1x7iqzv/is_opencode_v2_quietly_becoming_the_better/ph4os41/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "cc caps the context window for non—antrophic api. did you fix that?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w7zn8y/i_benchmarked_pi_against_claude_code_with_the/pekspe6/"}, {"date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "hey @claudeai @claudedevs @bcherny am i doing something wrong here? \nthe @digitalocean spaces is aws s3 compatible [link] \nbut if we try to use use aws sigv4 in claude code cloud environments it seems it is hard coded to only work with aws. [link]", "link": "https://twitter.com/8208762/status/2107831401345122320"}]}}, "setup.extensions_mcp": {"praise": 342, "complaint": 249, "n": 591, "weighted": {"praise": 214.65, "complaint": 155.08}, "praiseShare": 57.9, "ci95": [53.8, 61.8], "regard": 0.576, "regardCi95": [0.544, 0.608], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have claude code connected to my gmail, calendar, and dropbox. it is my personal assistant. i just tell it what to do. i can’t remember the last time i was so caught up on everything. it’s insane.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7897t/i_need_a_claude_bot/ph21bq2/"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "please @claudeai @claudedevs never remove the /simplify built-in skill. it's so good.", "link": "https://twitter.com/538643098/status/2110849463883284531"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i asked claude one day to message another window and it built a skill to do it - invoke it constantly now", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5gvnt/today_i_got_two_claude_instances_to_talk_to_each/pgob7yh/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@denrase @tweetsofsumit @claudedevs don’t get me started. one of our mcps is still stuck, since before summer.", "link": "https://twitter.com/9240932/status/2111728104511012988"}, {"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "it feels pretty wild that @claudedevs does not have a personal outlook mail connector while muse and grokbot are going 🥜 \nclaude recommended that i forward all outlook mails to gmail and connect gmail instead.", "link": "https://twitter.com/94744222/status/2111195612343578844"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "it shoes weeror while instaling as a plugin in claude thst plugin failed validation\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1vh2onq/openedit_claude_code_can_now_edit_videos_open/pfcyvu4/"}]}}, "setup.onboarding_docs": {"praise": 28, "complaint": 101, "n": 129, "weighted": {"praise": 19.83, "complaint": 69.25}, "praiseShare": 21.7, "ci95": [15.5, 29.6], "regard": 0.5099, "regardCi95": [0.469, 0.553], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "much like me then. not being funny but my grandma could probably make a game with claude now. i knew nothing going into it, you can pick it up and learn what to do and what to not do as you go. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x229rr/what_is_the_most_ambitious_thing_youve_built_with/pf9lbpc/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "is there seriously a learning curve? i just ask claude to do everything. including doing the learning curve for me ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2cqzb/claude_code_timeline/pf2wmqo/"}, {"date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs this is really cool. basically how i already work with claude but without the setup hassle when starting a new project.", "link": "https://twitter.com/286043562/status/2108641820486054280"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs can’t update the tweet but indeed it exists however not as clear as codex\n[link]", "link": "https://twitter.com/28134130/status/2110629293520990490"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs i don't understand how the environment works now. gets errors when loading previous folders. is those folders now inherited with environments?", "link": "https://twitter.com/630341904/status/2110742654652956908"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i used this once, then i couldn't remember or find the command documented anywhere later. thought i was going insane.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w255xr/can_someone_explain_lowpriority_to_me/pf7v4ue/"}]}}, "setup.ide_integration": {"praise": 139, "complaint": 79, "n": 218, "weighted": {"praise": 97.37, "complaint": 49.56}, "praiseShare": 63.8, "ci95": [57.2, 69.9], "regard": 0.5874, "regardCi95": [0.556, 0.619], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@joshua_wd @claudedevs i test vscode extension last night with good success.", "link": "https://twitter.com/2244675276/status/2111110479779086612"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i personally use the vscode extension as it's the environment i'm used to and i like the convenience of being able to easily paste screenshots etc then use the cli for ssh/agenty (yes that's a word ) type things.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6etab/cli_vs_claude_desktop_app/pgwynb6/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "i’m a claude code extension in cursor guy. i’ve thought about moving to the desktop app but i like my keyboard shortcuts i’ve set up as well as file tree preview and preview functions.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x49u5g/claude_code_users_cli_or_desktop_app_and_what/pfj7rg1/"}], "complaint": [{"date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "you can't do agentic coding with vscode plugin like you can with terminal or desktop claude app", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/pe9q02m/"}]}}, "models.catalog_access": {"praise": 59, "complaint": 136, "n": 195, "weighted": {"praise": 42.88, "complaint": 78.88}, "praiseShare": 30.3, "ci95": [24.2, 37.0], "regard": 0.5582, "regardCi95": [0.523, 0.592], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs @claudeai please remove the stale models from the list. this is clutter and annoying. no one is using opus 4.8, opus 5, sonnet 5, haiku 4.5...etc. [link]", "link": "https://twitter.com/2107514894601908226/status/2109656345179992155"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "you cant use them in claude code but you can use them in pi agent/opencode by putting in the api key", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x31yts/claude_max_20x_now_get_200_in_free_api_credits/pf7qfjt/"}, {"date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs guys please update the claude chrome plugin, its still using opus5, latest models are missing", "link": "https://twitter.com/57762362/status/2108566219510939746"}]}}, "models.routing_auto": {"praise": 122, "complaint": 259, "n": 381, "weighted": {"praise": 73.32, "complaint": 144.82}, "praiseShare": 32.0, "ci95": [27.5, 36.9], "regard": 0.5741, "regardCi95": [0.537, 0.613], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "even better now that haiku 5.5 also has auto mode. for the projects already done or in maintenance, it's very useful for very low usage. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0tkgg/im_stunned_telling_you_stunned_with_how_much/pes7449/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "what happened is that opus 5.5 spawned some sub agents that were running on fable.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6qfpi/fable_used_when_called_opus_55_max/pgxi9nt/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i use a bunch of different providers in my app so have a bunch of api keys in my env file. claude decided to save tokens by using gemini for testing.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x26cbf/cheeky_fucker_lifting_our_api_keys_out_of_env_to/pezsq3d/"}, {"date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@kimmonismus i noticed it today, and it suddenly switched to fast mode. i didn’t switch it myself.\n@claudeai @claudedevs", "link": "https://twitter.com/1413636865765347329/status/2108737325266284918"}]}}, "models.effort_control": {"praise": 238, "complaint": 198, "n": 436, "weighted": {"praise": 158.32, "complaint": 125.6}, "praiseShare": 54.6, "ci95": [49.9, 59.2], "regard": 0.5801, "regardCi95": [0.547, 0.613], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "yeah i used to do xhigh on opus 5, i get slightly better results on high on 5.5", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8no04/do_you_agree/pher5pv/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "opus at medium exclusively off late.\nthe more clarity you have in your context, prompts and md, the better is opus medium.\nfor me its better than opus high and fable medium both.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8qpr2/opus_55_vs_fable_51_for_ui_and_design/phgup7h/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i would say correct, max hasn’t disappointed, but xhigh is where it’s at\non all", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8no04/do_you_agree/phe8g0d/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "medium or high are the best default, xhigh forces a minimum of reasoning tokens and slows things down even for simple things", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8no04/do_you_agree/phef1zf/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i put max on a regex and it came back with a philosophy degree", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8no04/do_you_agree/phefk08/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "it now takes three clicks to change effort level instead of two. for zero benefit. clear functional downgrade", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6is2o/claude_code_ui_update/ph0w8mx/"}]}}, "models.quality_drift": {"praise": 686, "complaint": 1317, "n": 2003, "weighted": {"praise": 446.58, "complaint": 758.04}, "praiseShare": 34.2, "ci95": [32.2, 36.4], "regard": 0.6932, "regardCi95": [0.669, 0.716], "salience": 8.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i'm super happy with opus 5.5 myself.\nopus 5 was terrible for me: the documents it wrote was garbled and unreadable; it was inventing problems or digressing from the topic all the time, so i was using opus 4.6 mostly, but with 5.5; it just hits the spot. well done anthropic!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8a8g0/what_are_they_feeding_the_ai_engineers/phdc2sq/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs huge improvements! i notice every time i open claude the performance is so much better.", "link": "https://twitter.com/2359442601/status/2111287981026021579"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "same assessment. but busier than ever, as now the model is able to clean up the mediocre work 4.6/4.8 left behind - and realize features we held off on", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x70zze/how_do_you_guys_fill_an_entire_workweek_these/ph07088/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "last 2 days it is commiting some basic mistakes that it didnt before", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zb75/impression_of_mine_or_is_opus_55_dumber/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs i noticed that claude has become less powerful than he was a few weeks ago", "link": "https://twitter.com/2007756097881563136/status/2111393573052776616"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah had a great last week and now we're back to lobotomized claude", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x71hbe/after_this_latest_update_claude_code_is_slower/ph2w6a7/"}]}}, "context.instruction_files": {"praise": 391, "complaint": 309, "n": 700, "weighted": {"praise": 243.62, "complaint": 187.52}, "praiseShare": 55.9, "ci95": [52.2, 59.5], "regard": 0.5352, "regardCi95": [0.495, 0.576], "salience": 2.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i've had one line in my vault's claude.md for ages now and it hasn't even tried to do this since.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vtr8/hey_claude_its_about_time_you_stop/phg8f5h/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i've never used claude md always had agents md and just pointed the claude md to agents md never had a problem always picked it up well.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7us3u/those_who_migrated_to_agentsmd_agents_how_did_it/phbmvml/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i’ve never once used a skill, just have good docs in my repo and some light agent files. using claude code and codex and i have custom systems for task tracking, decision tracking, and various processes for my game art pipeline that the agents follow without issue.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x69m85/i_think_skills_and_plugins_are_kinda_the_wrong/pgthbtj/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "pretty much where i landed too. spec file per feature, claude.md just for repo rules. old feature decisions sitting in claude.md kept getting treated as current by the agent, and this split fixed that for me.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x872jf/stop_turning_claudemd_into_a_junk_drawer/phbazia/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "the deny list works for commands but some rules cant be a permission. like i have one that says if i only ask a question dont touch any files. that one has to stay in [claude.md]([link]) and it still slips somtimes", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5pm53/my_agent_pushed_to_git_after_i_told_it_not_to/pgoxhy7/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "good reminder. i lost small helper scripts few times because they were in a temp folder that got cleaned, now everything useful goes to the repo right away. agree about claude.md, its a suggestion not a gate", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4b1ue/it_finally_happened_to_meclaude_accidentally/pfiueow/"}]}}, "context.instruction_following": {"praise": 203, "complaint": 551, "n": 754, "weighted": {"praise": 119.04, "complaint": 322.18}, "praiseShare": 26.9, "ci95": [23.9, 30.2], "regard": 0.515, "regardCi95": [0.474, 0.55], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "that’s why you need to specify which ecosystem you’re aiming for. i usually just tell it to use the most current symfony packages for the task and it it rarely ever tries to do something on its own.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ufrn/i_ran_claude_code_118_times_on_blank_repos_to_see/phieasr/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "\\>the ai made the code not as readable \nit is very good at following directions, just saying.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4xxjl/what_is_your_opinion_on_developers_who_dont_use_ai/pgi1y6x/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i tell it to calculate throughput and optimize it's workflows, and if it it is getting poor throughput, stop it altogether. you can also say to it to give it a shot to fix the problem, and give up if it doesn't work. it's really flexible in how it can take instructions.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1esxn/attention_heavy_ai_users/pesy9xo/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "hey thanks for the reply, i already told it to do that, but it didnt give all the info and only bad summaries of some aspects of the model/idea, even after multiple prompts", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9055r/hey_everyone_is_there_a_tool_that_lets_my_chat/phhyhfp/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "instructions never fixed it for me either. what worked is a hook that blocks any edit to code until it has queried the docs in that session. it blocked 56 edits this week, so it still tries to skip them, it just can't anymore.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7bdqc/opus_55_reading_and_acting_on_existing/ph3bjg0/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "don't. i tried. argon just won't freaking listen. it takes so much effort to actually tie it down to a level where it actually does only what's been said.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x62ziy/can_you_get_claude_and_gemini_to_talk_directly/pgtbtyz/"}]}}, "context.clarifying_questions": {"praise": 54, "complaint": 79, "n": 133, "weighted": {"praise": 34.12, "complaint": 51.36}, "praiseShare": 40.6, "ci95": [32.6, 49.1], "regard": 0.5001, "regardCi95": [0.465, 0.536], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i love opus 5. but i have my own challenges with communication and opus 5 is capable of talking through something with me to make sure that there's no misunderstanding of what i'm asking for.\ni haven't used 5.5 yet. but youre not alone in liking opus 5", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wtn23j/astroturfing/pcwejh7/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i'd much rather have this behavior rather than the past of making idiotic assumptions that ruin an entire response. though i do like to retain control over the approach rather than just letting the model rip so i might be alone in this preference", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wpuez8/something_is_wrong_with_opus_55/pbygwfy/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "to be fair claude should just outright deny working in environments where there are no definitive specs. instead it tries to guess and there’s no indication it is working poorly other than after a few days", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x96vua/opus_55_is_sabotaging_my_work/phitxq4/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i'm also starting to see some of the usual opus 5 slip ups today:\ntwo caveats...\none gap...\none choice i made without asking...\none caveat...\none note....\nthat's all within the same conversation (not a long one).\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x470at/theory_on_opus_55_language_degradation/pgd1dzu/"}]}}, "context.long_context_decay": {"praise": 73, "complaint": 377, "n": 450, "weighted": {"praise": 47.11, "complaint": 221.97}, "praiseShare": 16.2, "ci95": [13.1, 19.9], "regard": 0.5023, "regardCi95": [0.453, 0.555], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs splitting sessions side by side finally prevents context drift when handling backend fixes and ui tweaks at the same time.", "link": "https://twitter.com/2096179578213740544/status/2110475861896179755"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "never had a problem taking it all the way to 1m. i still read a lot of people saying greater than x makes the model dumb, but with the latest models i don't see it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x40hlw/hows_1m_context_window_now/pfglxsm/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "what the hell are people doing to get hallucinations after 125k context tokens ? my sessions are mostly a single conversation regularly 500-800k tokens and i get no hallucinations.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzydw1/tokens_are_not_draining_as_fast/peg18vf/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "it’s funny u got downvoted for sumn that happened to me as well. the settings don’t work if your claude had context rot since it’s just an instruction in the system prompt not a deterministic hook. i’ve had it attribute itself even with the setting off at ~700k context.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vtr8/hey_claude_its_about_time_you_stop/phhqj13/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah with long chats another issue is lost context of the very initial messages.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7pa1q/anyone_feel_issues_after_compact/ph67y32/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "better up to a certain extent, but not the best solution still. it still forgets a lot of things no matter what you say for say 600k-800k tokens chat.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7pa1q/anyone_feel_issues_after_compact/ph696bv/"}]}}, "context.compaction": {"praise": 251, "complaint": 407, "n": 658, "weighted": {"praise": 170.59, "complaint": 259.45}, "praiseShare": 38.1, "ci95": [34.5, 41.9], "regard": 0.5415, "regardCi95": [0.501, 0.579], "salience": 2.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "this is a great question. i used to do one current chat per project and then i would start a new session. then i would have the old session confirm the new session loaded everything and then i’d archive the full session. what a pain in the ass… !!\nnow i just use /compact.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9a6kc/do_you_guys_just_use_one_chat_per_project_in/phjr5a2/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "auto-compacting is decent now. it's not something i worry about anymore.\nthat said it's still better to have concrete plans, designs, task lists, and decisions documented instead of relying on them to be carried through sessions.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phbwenw/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "auto compact is great for long workflows. not sure where all the hate is coming from", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phca8ce/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "agreed. i've already hit auto-compress at like 900k tokens written several times on accident, and then ended up wondering why claude completely forgot several things it just worked on", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7md3q/any_easy_way_to_get_back_the_old_claude_code/ph8g1kt/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "simply saying \"wrap up and generate handoff\" is better than auto compact. unless ur auto compact is like 25% of total context soak.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phby234/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "did they actually improve the way it compacts? i still think it’s a waste of tokens over a handoff doc…", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phc155o/"}]}}, "context.session_memory": {"praise": 293, "complaint": 328, "n": 621, "weighted": {"praise": 181.83, "complaint": 198.55}, "praiseShare": 47.2, "ci95": [43.3, 51.1], "regard": 0.5452, "regardCi95": [0.505, 0.583], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i just tell claude the context is getting large, so let's prepare for a session handoff. so far that's worked well for several projects that have been ongoing. no major decisions or other aspects of the project have been lost. you can always review earlier sessions as well.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7txfy/how_do_i_start_a_new_claude_code_context_without/ph7isjd/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "what it picks by itself is often pretty generic or duplicated. so when something goes wrong i tell it explicitly to write that as a rule, and i clean up the rest now and then.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8aikj/how_do_you_keep_claude_code_from_forgetting_your/phbzhfa/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah that's basically what the memory directory is too, just a notes file claude loads on its own. the part that bit me was the notes going out of date, so now every rule has a date and gets rechecked after 90 days. do you update yours by hand?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8aikj/how_do_you_keep_claude_code_from_forgetting_your/phc03kk/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "opus noted memory down to launch 3 reviews for each task - don't know where it got that from. i'm also compiling rust, that doesnt help with build times...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x63wa9/opus_55_workflow_experience/pgupo6u/"}]}}, "context.codebase_retrieval": {"praise": 106, "complaint": 114, "n": 220, "weighted": {"praise": 64.72, "complaint": 69.75}, "praiseShare": 48.2, "ci95": [41.7, 54.8], "regard": 0.5218, "regardCi95": [0.487, 0.557], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "tokens also must be spent to keep that up-front context up to date. if it isn't, even more tokens can be spent on false assumptions. claude is a grep master, imo it's best to let the agent just look at the source of truth", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3zhlj/are_generated_claudemd_files_good_or_bad_practice/pfgbrvg/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i do that for some certain files, and im a wiz, mac search can be notoriously poor. claude is actually quite good at finding files oddly enough", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzqk1f/claude_opus_55_deleted_a_users_c_drive/pee5s32/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "the ux is not the pitch. nobody recommends claude code because they enjoy the summary paragraph after every edit. they tolerate it because it reads the files before it changes them, and codex being quieter does not mean it looked. you are comparing a report to silence.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzz1jr/unpopular_opinion_i_dont_like_claude_code_too_much/peic8tu/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "in my experience it goes what it deems the most likely and easiest to use for a given task, rarely checks what is available.\nthis is even more so, when you are not enforcing dry.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6ppke/do_you_let_claude_code_choose_libraries_and/pgxcffq/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "you should be careful. i did that on one project and it referenced a lot of stuff from the ignored temp folder into the documentation of the project and the test harness.\nwhen i asked why, we had that thing with apologizing and the whole ritual before it fixed it's crap.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x35157/how_do_you_clean_up_all_the_baggage_clude_code/pf8ai1j/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "planning burns the most because claude code globs and reads half the repo first. point it at the files you mean with @ and the same plan goes much further.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0qzhc/max_plan_worth_the_price/pena1h0/"}]}}, "context.attachments": {"praise": 38, "complaint": 35, "n": 73, "weighted": {"praise": 25.94, "complaint": 22.92}, "praiseShare": 52.1, "ci95": [40.8, 63.1], "regard": 0.552, "regardCi95": [0.52, 0.59], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "i was thinking of doing something like this but then i tried dumping a bunch of pdfs in a folder and have claude code extract from it works really well. curious what’s your use case, what are you using it for?", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x1e2kr/whats_your_mic_drop/pethm4j/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "shadcn linting and ui components, along with example design screenshots.\nclaude code can view images. it'll figure it out", "link": "https://www.reddit.com/r/ClaudeAI/comments/1ws9oix/how_are_people_actually_getting_claude_to_build/pdmpkpa/"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "… it literally can? too much vibe code slop coming through these days. make sure you understand how to build a prompt, how prompts are consumed, and how claude handles pdfs for real.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w80zvr/claude_code_cant_read_tables_in_pdfs_so_i_built_a/p82e8rh/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "they both look good at first glance, but are wrong on most details. experienced the same thing in my own workflow, i think the vision stack has low information rate compared to human vision.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5mnrd/opus_55_orchestrating_gpt6_astra_vs_gemini_4/pguxqyk/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "and here i can't even copy paste an image in the claude terminal in powershell on windows.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x34qj4/claude_code_now_shows_images_and_videos_in_the/pfj63ri/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i'm a max 5x subscriber. when this was happening, i could prompt with text but i couldn't upload anything.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wtbzqe/some_animals_are_more_equal_than_others/pd452a6/"}]}}, "work.capability": {"praise": 3750, "complaint": 1248, "n": 4998, "weighted": {"praise": 2495.77, "complaint": 731.07}, "praiseShare": 75.0, "ci95": [73.8, 76.2], "regard": 0.6983, "regardCi95": [0.682, 0.715], "salience": 20.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "it has used exactly stripe in my project. the project also has a complex part of the ui and after it got pretty far into building it i checked what library it was using, nothing, made from scratch. i was impressed.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ufrn/i_ran_claude_code_118_times_on_blank_repos_to_see/phgbk0t/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i got both, claude for technical stuff and codex for usage intensive work not particularly technical. regardless if you are developing 100% you need claude", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8wcgu/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgi69n/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "claude is always better at coding, but for general use, chatgpt is better than what i have experienced.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6rdng/chatgpt_plus_vs_claude_pro/phh921d/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "why do you want it to push back on you? that would be the last thing i want from a tool that i have to babysit because it gets things wrong all the time.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vwad/stop_agreeing_with_me/phgbdvk/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "fr i dont understand how some people just dont read code at all for work?\nwe have a very descriptive tickets and even then i find issues in code and logic all the time, and this is on fable5.1/opus5.5", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x80fas/how_do_you_actually_review_claude_codes_diffs/ph900mo/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i've found that i can only give it a piece of the architecture at the time and then it needs to be heavily qa'ed. it's closer to a junior programmer just out of school than it is an experienced coder.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8kfk3/llms_are_still_so_incredibly_dumb/phdguz3/"}]}}, "work.frontend_ui": {"praise": 180, "complaint": 173, "n": 353, "weighted": {"praise": 118.27, "complaint": 108.28}, "praiseShare": 51.0, "ci95": [45.8, 56.2], "regard": 0.5625, "regardCi95": [0.528, 0.599], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "sonnet with even just a slight bit of proper setup… opus/fable for ui/ux is hellllaaaa overkill. at most i’d use opus if i had the usage available.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8qpr2/opus_55_vs_fable_51_for_ui_and_design/phf1j58/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have had decent output with opus 5.5 that i didn't have to look for fable for ui", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8qpr2/opus_55_vs_fable_51_for_ui_and_design/phgx70p/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "fable is the most creative most on the market right now. if i need a better visual done or writing or song creation etc i will ask opus 5.5 to make fable 5.1 do it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7gt3h/fable_vs_opus_55/ph405nr/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "obvisouly claude is awesome. but one thing i noticed is: it sucks at anything not minecraft like.\nany good paid sprites assets or way to get it cheaply ?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8xdf9/best_way_to_find_game_assets/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs also tip: when you have claude lay images like this out, it looks like claude laid it out, which is a look everyone is getting increasingly sick of. like you can at least tell not to do some of the stuff it always does", "link": "https://twitter.com/16142493/status/2111490934420693129"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i have used sonnet 5.5 to implement a theme plan for my linux desktop and execute on it. caveat - it has no taste, no proper judgement - that is 50$ in api spend wasted on sonnet, and i never used that shit again", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7a5v9/opus_55_med_or_sonnet_55_high_implementer_part_2/ph2k7sz/"}]}}, "work.bug_diagnosis": {"praise": 101, "complaint": 51, "n": 152, "weighted": {"praise": 67.75, "complaint": 30.73}, "praiseShare": 66.4, "ci95": [58.6, 73.5], "regard": 0.5039, "regardCi95": [0.468, 0.539], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "yeah... @openaidevs sol/astra f'd up my repo. \nit's ok. \n@claudedevs' tars & case fixed it. \nin an autonomy competition:\n @anthropicai eclipses @openai. \nevery. single. day.", "link": "https://twitter.com/2617653428/status/2105097317271437327"}, {"date": "2026-09-30", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@blackfrost_ai how do i laugh react to this!?\nit's ultra fucking stupid @sama \nthat's why @claudedevs had to come in and un-fuck my repo.", "link": "https://twitter.com/2617653428/status/2105118876593950824"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i had an instance in july where claude fixed a bug by wrapping it in an if, so that the code executed only on the path that currently worked.. human intervention sometimes is definitely needed.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5aznh/interviewing_in_the_ai_age/pgkuhxx/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "opus couldn't detect an issue in the resolution of a modal in typescript today. the missing piece was setting the modal to null in the submit and close functions. however strong it gets, it is still really, really dumb", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wsmt3t/jesus_christ_thats_scary/pcptdgj/"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "in my c# code with just under 20 files it created error handling in one place but it missed one spot couple lines below. worst thing it even mentioned there is the issue but i needed to push it to to fix the other place. totally like junior dev lol. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wre78w/opus_55_is_how_its_meant_to_be/pcckj4i/"}]}}, "work.regressions_introduced": {"praise": 17, "complaint": 201, "n": 218, "weighted": {"praise": 10.18, "complaint": 117.1}, "praiseShare": 7.8, "ci95": [4.9, 12.1], "regard": 0.5261, "regardCi95": [0.462, 0.6], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "been using it for a long time. don't really have something to compare it to because i've been using it for so long and the models were much weaker than. no complaints though. for my $20 membership i almost never use all of it by the end of the week and all of the projects i built are not buggy at all.  whether that's just claude being awesome or ponytail helping, couldn't say.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2w4yo/does_actually_ponytail_plugin_spend_less_tokens/pf5zl7q/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i've been noticing something about opus 5.5 today. it is regularly corrupting files and having to restore lines that it deleted. sometimes it will think it edited a file, but \"the file on disk is unmodified, my changes didn't stick\"\nvery strange and a bit unnerving", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6yx5z/tried_opus_55_after_months_on_fable/pgzqd4s/"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs very cool but can you fix some simple bugs that you keep making worse? \n[link]", "link": "https://twitter.com/1907907407625572352/status/2110577076558500340"}, {"date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs a fucking mess...\ni was working on a perfectly organized project in my folders and i started with this shit and now it has split the project in two where each part doesn't know what the other has done... fucking mess!!!", "link": "https://twitter.com/1576142943743868928/status/2108977364948357308"}]}}, "work.scope_overreach": {"praise": 17, "complaint": 442, "n": 459, "weighted": {"praise": 10.05, "complaint": 270.65}, "praiseShare": 3.7, "ci95": [2.3, 5.9], "regard": 0.4286, "regardCi95": [0.368, 0.496], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs the logger example in the guide is great: it flagged the unrelated flaky test without quietly expanding its own job to fix it. otherwise every “small fix” can turn into three agents rewriting the same file.", "link": "https://twitter.com/1632237073565642754/status/2107610534870974927"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "the best part of this claude code session was everything it didn’t change", "link": "https://www.reddit.com/r/vibecoding/comments/1w9388e/the_best_part_of_this_claude_code_session_was/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "no because the idea, is claude build only what is in the backlog, and with git tracker and tag you have the history of what he is build.\nfor example claude will build backlog number 1-3 then at the end he will suggest to add other backlog to then implement it if i agree, but it doesn't build if it is not in the backlog. so there is always a confirmation in the loop.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2os3k/ive_used_claude_code_every_day_for_a_year_this_is/pf7ylmz/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i have quit claude for this. doing a backup, and a test and a ... going down the rabbithole each time. a 5 min job costs me half a day.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zbvd/claude_runs_1800_useless_tests_creates_more/ph917kt/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "same here. logic is usually fine, but i always find some kind of bloat somewhere. like repetition instead of abstraction, guarding against something that will never happen, things like that.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x80fas/how_do_you_actually_review_claude_codes_diffs/phax1go/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "literally me an hour ago... change that button to orange. \"ok button changed, verifying change with e2e testing\". \"no! bad claude. dont make me get the newspaper\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zbvd/claude_runs_1800_useless_tests_creates_more/phbgzad/"}]}}, "work.stuck_loops": {"praise": 11, "complaint": 246, "n": 257, "weighted": {"praise": 5.91, "complaint": 135.63}, "praiseShare": 4.3, "ci95": [2.4, 7.5], "regard": 0.497, "regardCi95": [0.431, 0.573], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "are you using claude code? i don't have those issues. but i did notice that when i used opencode and used models like glm or deepseek, the ai models would get stuck in loops. that harness matters a lot.", "link": "https://www.reddit.com/r/cursor/comments/1x5wavo/claude_20_vs_cursor_20/pgqyern/"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "it actually finishes work and doesn’t cycle itself into briandead crap", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrvt6x/im_a_codex_user_convince_me_to_switch_to_claude/pcga7jb/"}, {"date": "2026-09-17", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "the harness is your problem, not qwen. claude code has loop prevention and context management baked in, and most local setups don't, so the model just runs off the rails.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wgr0tb/harness_am_i_doing_something_wrong_or_are_my/pab2zjj/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "100% happens... goes into useless loops and produces deeply nested garbage", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x65yjp/do_you_ever_use_councils/pgueujy/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "eh. it says it saves tokens but then i see claude running the same commands repeatedly because it’s output is getting truncated. still worth a shot tho", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6h7n1/newbie_here_any_tips_to_reduce_token_usage/pgv9b62/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "math research, seriously, it’s getting rough because claude just tries the same thing, basically maxed out its “brain” at this point ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wyk4f0/fable_55_release/pe3nimg/"}]}}, "work.premature_stop": {"praise": 22, "complaint": 96, "n": 118, "weighted": {"praise": 12.76, "complaint": 58.09}, "praiseShare": 18.6, "ci95": [12.6, 26.6], "regard": 0.6297, "regardCi95": [0.562, 0.71], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "continuing automatically in claude code (cli)\nit was there already in desktop app, but i’m glad it’s finally there in cli too. definitely helpful. :) ", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wtlijv/continuing_automatically_in_claude_code_cli/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "on claude, probably not really. claude is quite willing to work until the end without punting back, and just asking it to plan in automode gives very similiar outcomes.\non codex i strongly recommend plan mode and spec driven development. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ws7gvb/is_plan_mode_still_worth_it/pcj27f5/"}, {"date": "2026-09-27", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs this is a real quality-of-life win. getting cut off mid-edit was one of the most frustrating parts of long claude code sessions.", "link": "https://twitter.com/1149586194/status/2104035326746620053"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yes, i've noticed this behavior even without hitting any limits. there are some times opus/fable seem very keen on stopping the work just like a human would when they're exhausted. it's very strange.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x91pei/anyone_else_notice_claude_code_or_codex_rushing/phhtucn/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "honestly i have this with claude but to a luch less extent with codex. because is constantly producing new tickets, new edge cases, just another backup and restart, ... constantly asking for my intervention. i have the impression that codex just finishes.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ckey/burnout_risk_for_developers_is_it_just_me/phbltx3/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@mikeysee i think the intention was to recommend follow-ups, but all i’ve seen it do is make me click a button to get it to keep moving down the checklist of stuff we already agreed it should do. extremely bad feature @claudedevs", "link": "https://twitter.com/1832174211311271936/status/2111330905562534145"}]}}, "work.long_running_autonomy": {"praise": 359, "complaint": 84, "n": 443, "weighted": {"praise": 236.42, "complaint": 51.84}, "praiseShare": 81.0, "ci95": [77.1, 84.4], "regard": 0.5574, "regardCi95": [0.519, 0.596], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "next, ask claude to handoff the session without your interaction and provide it a number of handoffs it can perform on its own. it’s pretty sweet", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x776ms/auto_handoff_are_the_best_new_feature/ph1tji3/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "the mistake is right in your post. why use ultracode on a 5 minute task by your own admission? i’ve had success using it after hours of planning to build huge projects in one implementation shot.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7h3dg/dont_use_ultracode/ph7f9yl/"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "thanks a lot @anthropicai @claudeai @claudedevs for these current excellent models. my two machines are on 2 weeks non-stop working in mult-fronts and ... [link]", "link": "https://twitter.com/2057822650752200704/status/2110883239292174465"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs @bcherny please can you look into haiku unwillingness to autonomously grind through the work -- even when instructed with a /goal ? [link]", "link": "https://twitter.com/1267040930101710848/status/2108089791728263198"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeh i have had a ridiculous /goal running for like 40 hours now and like 36 hours in claude just seemed to stop talking lol, pure tool calls. feel like this might have happened to me", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wva0zg/serious_bug_in_opus_55/pdcinc1/"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i’ve still not had opus handle long standing tasks without stopping constantly and asking me if i want it to continue. i still use fable to orchestrate and opus to code by fable dispatching to it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wu25yn/opus_55_vs_fable_51_huge_code_base_ml_pipeline/pczd3an/"}]}}, "work.multi_agent_orchestration": {"praise": 1081, "complaint": 537, "n": 1618, "weighted": {"praise": 697.43, "complaint": 324.04}, "praiseShare": 66.8, "ci95": [64.5, 69.1], "regard": 0.5535, "regardCi95": [0.524, 0.583], "salience": 6.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "local. work trees are elite. i can do 5 tickets simultaneously including the browser testing on different ports. claude handles it all.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8udkc/just_got_claude_pro_for_work_how_do_i_actually/phg18j2/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i've moved to using a single session that manages a team of agents to do what needs to be done, makes things a lot cleaner to deal with", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9a6kc/do_you_guys_just_use_one_chat_per_project_in/phjmzdv/"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@0xdamx @claudeai @claudedevs aswear.... normally i do love having one session as a lead when coding and have it spawn or suggest other new session that you stay organize.", "link": "https://twitter.com/1847237979561197568/status/2111713860197429390"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "lately i have been getting \"error: subagents was explicitly stopped by the user and cannot be resumed\".", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8nb3w/day_22_continue_can_respawn_subagents_ask_claude/phg76ek/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah it doesn't repeat but it does have to check all the files for progress to remake the subagents, they even have the auto resume with subagents system already but it only works when you run out of session usage and it has to continue automatically when reset.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8h7ix/is_there_an_intended_way_to_continue_a_session/phcu5qe/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "disable subagents. claude is horrible at managing its own subagents will often burn through tokens repeating the same tasks over and over. only enable sub agents on local projects with purpose, but don't trust claude to do it. this is probably what is causing it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6j064/did_opus_55_just_get_more_expensive/pgxpbiw/"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 63, "n": 63, "weighted": {"praise": 0.0, "complaint": 38.29}, "praiseShare": 0.0, "ci95": [-0.0, 5.7], "regard": 0.4548, "regardCi95": [0.444, 0.465], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-23", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "[link]\n \nright now i caught it doing fake tests, you can’t even make this stuff up. anthropic is cooked.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnxhwc/claude_opus_55_is_still_as_dumb_and_lazy_as_its/pbiiq9b/"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "it made new tests that pass but changed the logic so they’d pass.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wjrvmx/oh_boy/pam4fwu/"}]}}, "work.destructive_actions": {"praise": 98, "complaint": 287, "n": 385, "weighted": {"praise": 62.77, "complaint": 175.74}, "praiseShare": 25.5, "ci95": [21.4, 30.0], "regard": 0.5629, "regardCi95": [0.512, 0.62], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "it does stop when disk is full and asks to delete its own scratch pad stuff", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x82k6m/bypasspermissions_is_truly_a_double_edged_sword/ph9bkfu/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "technically if someone wants to do that it will be easier without ai. if i ask claude to do it probably will warn me multiple times.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzqk1f/claude_opus_55_deleted_a_users_c_drive/pee17uh/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i made claude to vibecode launcher script that puts it into a sandbox with rw permissions to specific folders only.\nclaude uses potentially destructive stuff like sed quite liberally and it is scary to see.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9d1yf/it_finally_happened_to_me/phke32t/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "a test it wrote deleted my entire home directory and secondary drive. that was awesome.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7vi43/whats_yalls_worst_claude_code_incident_deletion/phax99m/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "just yesterday, a subagent that was running a test overwrote my production website environment variables. \ni swear, agents are like drunk toddlers.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4b1ue/it_finally_happened_to_meclaude_accidentally/pgfabzt/"}]}}, "work.git_workflow": {"praise": 63, "complaint": 105, "n": 168, "weighted": {"praise": 40.03, "complaint": 65.64}, "praiseShare": 37.5, "ci95": [30.5, 45.0], "regard": 0.5249, "regardCi95": [0.484, 0.568], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "claude has been automating all of my pr. im genuinely shocked at how many people are manually pressing the button themselves.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5zktq/new_claude_desktop_look_is_awful/pgqw3eh/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "yep, claude creates a bundle i can push myself, but never pushes anything itself.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x30efx/a_good_reason_to_ensure_your_backups_are_up_to/pfcpu42/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "and they keep moving this \"co-authored\" to different places and different instructions so you can't just turn it off once 👍", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vtr8/hey_claude_its_about_time_you_stop/phg62xv/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "looks like they removed the worktree checkbox and every new session starts in a new separate worktree now. am i missing something? otherwise this is a big crock of shit", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6is2o/claude_code_ui_update/pgvy02v/"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs sorry, i didn't like it. \nswitching branches or deciding whether to use worktree or not became horrible.", "link": "https://twitter.com/44541506/status/2110549374086300153"}]}}, "work.computer_browser_use": {"praise": 77, "complaint": 100, "n": 177, "weighted": {"praise": 52.86, "complaint": 68.73}, "praiseShare": 43.5, "ci95": [36.4, 50.9], "regard": 0.4543, "regardCi95": [0.423, 0.487], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "yesterday i gave it control of my whatsapp to negotiate car rental fee, it gets me the best deal in like 1 hr,", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ya1v/holy_fucking_shit_this_is_amazing/pge7oak/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "claude in chrome works just fine for this, as recently as a test done minutes ago. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3dhwp/so_now_claude_cannot_login_to_a_website_anymore/pggglzv/"}, {"date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs not having to hand-map every click and keystroke to a command is a relief.", "link": "https://twitter.com/1354986860922032129/status/2108218663199240541"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "since macos 27. without prompting, current claude tries to use safariwebdriver instead and fails.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7a60f/i_forked_chromium_with_claude_code_to_solve_my/ph3uldj/"}, {"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "codex still has better browser use capabilities compared to claude. claude needs the browser tab to be in the front, while codex browser use does not require that. @claudedevs @trq212", "link": "https://twitter.com/1236825251750830081/status/2111160218482815375"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs you need to improve browser navigationcodex is way far ahead .", "link": "https://twitter.com/1732307412/status/2110548579097944486"}]}}, "work.safety_refusals": {"praise": 50, "complaint": 538, "n": 588, "weighted": {"praise": 34.76, "complaint": 358.9}, "praiseShare": 8.5, "ci95": [6.5, 11.0], "regard": 0.3407, "regardCi95": [0.304, 0.384], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i’m surprised to hear that you’re getting blocked that much with opus 5.5. i’ve been literally working on cyber and an auth service and never had any issue, even when explicitly telling it to look for vulnerabilities, when i would constantly with fable 5.1", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x56wuh/gemini_4_argon_vs_claude_opus_55_same_prompt_tiny/pgka60c/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i work with radioactive materials. i had to explain to claude that there will always be an air gap between it, and any radioactive material or exposure device. it has never given me any push back since then. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3zqea/opus_55_flags_and_blocks_every_single_request_for/pfgx0w7/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "yes, this is my experience, if you're open about trying to be \"safe\" in whatever context, claude is pretty okay with it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3zqea/opus_55_flags_and_blocks_every_single_request_for/pfhi8bp/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i will try this for sure! even for personal projects i need to bend backwards to discuss license terms, intellectual property concerns, etc to get opus 5.5 to do stuff.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93e5o/vibe_coding_tv_ui/phi1z28/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "ah yes, ai-research guardrails\ndidn't feed it any context, just wanted to get my limit going..\ni feel like guardrails are just black magic, idk how did this happen.\ni wish this was humor lmao.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8tm4m/claude_safeguards/"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "if auditing my own code gets blocked like i’m an attacker, what’s left for normal developers?\njust my repo — not exploits, not someone else’s box.\nsafeguards stopped the response above\ndefensive review ≠ offense. claude, this is too much.@claudeai @claudedevs", "link": "https://twitter.com/2017519131839668224/status/2111768778853998848"}]}}, "work.permission_prompts": {"praise": 125, "complaint": 339, "n": 464, "weighted": {"praise": 87.2, "complaint": 222.69}, "praiseShare": 26.9, "ci95": [23.1, 31.2], "regard": 0.5742, "regardCi95": [0.526, 0.623], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "sandbox and auto mode. dangerously skip is silly when auto exists and barely causes issues. sandboxes limit potential damage.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9d1yf/it_finally_happened_to_me/phkbz5d/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "you can tune permissions in claude so all the constant annoyances never pop up but you can also block certain actions from ever being allowed...like deleting database tables or entire directories.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9d1yf/it_finally_happened_to_me/phkixd7/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i always run with full permissions. it wasn't so great idea back in the day. i don't see a problem with it now.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7vi43/whats_yalls_worst_claude_code_incident_deletion/ph8a9s0/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "auto mode returns \"no verdict\" on in-repo write/edit that docs say should be auto-approved. is it possible to add the tool to permission and then the auto mode's decision can be overruled if that tool is allowed in permissions? @claudedevs @lydiahallie @bcherny", "link": "https://twitter.com/54089550/status/2111667945537433661"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs i wonder if you guys run the permissions-theatre claude you guys serve to the public...\nseriously, its such a pain to use your product. \neven with yolo and all the permissions set loosely.\nlearn from @bot -- let it rip", "link": "https://twitter.com/1930175775870988289/status/2111673127533265104"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "auto-mode is broken in cc for a while... sounds like nobody is listening although /feedback has been sent @bcherny @claudedevs", "link": "https://twitter.com/87314420/status/2111919031678632120"}]}}, "work.plan_mode": {"praise": 98, "complaint": 43, "n": 141, "weighted": {"praise": 64.24, "complaint": 24.95}, "praiseShare": 69.5, "ci95": [61.5, 76.5], "regard": 0.5524, "regardCi95": [0.521, 0.581], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "yes, this has been a nice thing about using claude . every major improvement gets a plan doc with various stages and slices . i’m using this to the fullest extent.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8gyoj/advice_for_larger_systems/phcktsn/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i'm using opus 5.5 with max effort for planning only. i really like the output.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0vggl/fable_51_still_the_goat_for_planning_and/peod4mn/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "try using it without plan mode. i know it sounds backwards, but mine has been so much better if i just use regular prompts", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zb75/impression_of_mine_or_is_opus_55_dumber/ph8r15r/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "why does plan disappear in vs code when i accept it? i want to keep that open - same like in cursor.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wt7sjd/why_does_plan_disappear_when_i_accept_it_i_want/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i haven't used plan mode since forever. it's spec driven development for beginners. once you start to explore other options it just doesn't offer the same.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ws7gvb/is_plan_mode_still_worth_it/pcj1j7j/"}]}}, "work.response_verbosity": {"praise": 130, "complaint": 599, "n": 729, "weighted": {"praise": 74.71, "complaint": 306.38}, "praiseShare": 17.8, "ci95": [15.2, 20.8], "regard": 0.3797, "regardCi95": [0.34, 0.424], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "it's been way more laconic and to-the-point for me today than earlier. so i think something did change.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5psry/opus_55_changed_today_its_thinking_similarly_to/pgodnd9/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "fable chats so little i get worried, then it hits me with the summary at the end and i'm like \"oh, okay. nice\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzz1jr/unpopular_opinion_i_dont_like_claude_code_too_much/peg2o03/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i asked opus 5.5 to shorten opus 5 comments and documentation of entire modules of my project, and it actually removed a ton.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ww61pb/opus_fixing_sols_mess/pdn0cd7/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i was being ironic.\nstill, i don’t have to write code anymore, but at least i can spend my days reading the fuck loads of output from opus.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8c1lc/claude_code_in_the_terminal_always_felt_like_a/phcrbrh/"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@pbush25 @claudedevs that wall of text thing is so real, i've been trimming replies like crazy lately", "link": "https://twitter.com/882418196317442049/status/2110692180323127726"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "there's still value in including \"you are an x\", because it cuts out the fluff, and skips the paragraphs of explainer text. i like to read as i go along, and i get tired of claude constantly assuming i need an eli5 for stuff i already know.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1ngif/is_prompt_engineering_still_a_thing/pgpvc3i/"}]}}, "work.sycophancy_pushback": {"praise": 45, "complaint": 190, "n": 235, "weighted": {"praise": 29.67, "complaint": 112.05}, "praiseShare": 19.1, "ci95": [14.6, 24.7], "regard": 0.5259, "regardCi95": [0.471, 0.599], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i’ve never had any such responses from claude. occasional reasoned pushback, but always complies.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pdudgap/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "they all make mistakes\ni'm getting it too, but it feels more like a system prompt telling it to be more honest about when it's wrong instead of digging its heels in", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wcfu1t/how_do_you_make_your_cc_not_keep_making_mistakes/p8xeyx7/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "\"you are fair to push back on that\"\natleast argue with me for a sec man what if im wrong?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vwad/stop_agreeing_with_me/"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@chan1z2 @claudedevs \"you're absolutely right, and here's why that's not just something we can pass off as a simple oversight . . . .'", "link": "https://twitter.com/312942836/status/2111780275478741467"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah i have to keep reminding claude that it is the expert and i'm just an operator.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7vz96/have_you_found_yourself_giving_claude_a_longer/ph8hpo6/"}]}}, "verify.false_completion": {"praise": 9, "complaint": 315, "n": 324, "weighted": {"praise": 4.86, "complaint": 191.94}, "praiseShare": 2.8, "ci95": [1.5, 5.2], "regard": 0.4312, "regardCi95": [0.369, 0.518], "salience": 1.3, "receipts": {"praise": [{"date": "2026-09-22", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "5 was solid for me, never had it lie to me\n5.5 is sleek though", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnndwo/no_idea_till_when_it_will_last_but_opus_55_is_a/pbgdokf/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "would be nice if claude actually updated them, i have seen the to do lists, the first one spins forever and then suddenly all the others are done and task is done lol.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6iggz/claude_uses_todo_lists_again_i_thought_they/pgw92sf/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "fair point. one bug that every setup mostly solved, so it's more a cost test than a skill test. i ran a harder 8-file feature after: opus 3/3, sonnet 2/3, one sonnet run claimed done and was wrong. posting that one this week", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5167d/i_tested_the_haiku_codes_opus_advises_setup/pgjmj9t/"}]}}, "verify.self_testing": {"praise": 258, "complaint": 141, "n": 399, "weighted": {"praise": 177.02, "complaint": 87.92}, "praiseShare": 64.7, "ci95": [59.9, 69.2], "regard": 0.5634, "regardCi95": [0.516, 0.607], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "claude handles all of this for me, and checks for bugs after. it’s been a part of my workflow for ages.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5zktq/new_claude_desktop_look_is_awful/pgr2l9c/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "the apology is nice, but ‘i added a regression test so i can’t do it again’ is the real love language 😂", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0leat/youre_right_and_i_was_wrong_i_love_seeing_that/peljo3h/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs kind of wish it would natively reviewed in a neutral unbiased way though. most of the time, unless instructed, it will test to pass rather than test to failure so things slip through the cracks.", "link": "https://twitter.com/2102840901856890880/status/2111803927914291487"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "its so random .. sometimes clause tests everything.. sometimes it doesn't test at all..\ni have no clue what triggers it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zbvd/claude_runs_1800_useless_tests_creates_more/ph97d3s/"}]}}, "verify.agent_code_review": {"praise": 292, "complaint": 110, "n": 402, "weighted": {"praise": 181.62, "complaint": 63.67}, "praiseShare": 72.6, "ci95": [68.1, 76.8], "regard": 0.4413, "regardCi95": [0.394, 0.49], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i think it does not make sense. just ask claude to use subagent to review its own code, it’s usually good enough.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5yry5/never_gonna_move_out_from_claude_code_again_so_i/pgqu8tw/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "/advisor and set to fable, often catches problems that opus and sonnet miss. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3akv0/is_big_model_smell_still_a_thing_or_have_yall/pfblbdm/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@jinjingliang @claudedevs claude verifying its own work doesn't even count in my book. adversarial reviews is the way to go.", "link": "https://twitter.com/1692673890273710080/status/2111686842995048690"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "default code-review is a nitpicky mofo.. i had to tell it to chill with the nits because it created like 20 of them per pr\nand this one time i created a feedback loop between a fix agent and code-review, the pr ended up eith 150 comments and the most bloated code there is", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x80fas/how_do_you_actually_review_claude_codes_diffs/ph8ziir/"}, {"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs will the code review come to max too? /code-review is not good enough (e.g. compared to github copilot reviews) @bcherny", "link": "https://twitter.com/196266927/status/2110948892682444837"}]}}, "verify.change_review_ui": {"praise": 45, "complaint": 95, "n": 140, "weighted": {"praise": 24.9, "complaint": 57.65}, "praiseShare": 32.1, "ci95": [25.0, 40.3], "regard": 0.4468, "regardCi95": [0.417, 0.477], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs can u please for the love of god support a more richer review diffs panel on desktop? currently it just looks like a banch of colored texts", "link": "https://twitter.com/1464976703420178436/status/2110487101213217138"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "pretty frustrating, not sure why they removed it. i liked the feature a lot, helped me do review, etc before. \n[link]\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0sdfg/no_more_open_in_visual_studio_code_zed_cursor_why/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "cool, we’ve not jumped fully into agentic so currently using it just for limited changes via the cli. even with that it’s a pain to fully review everything can’t imagine what it’s like for 5-6 agents running in parallel. \n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz3e35/do_you_guys_work_for_companies_that_pay_for_your/pe9i52l/"}]}}, "ui.display_settings": {"praise": 389, "complaint": 535, "n": 924, "weighted": {"praise": 275.33, "complaint": 382.15}, "praiseShare": 42.1, "ci95": [39.0, 45.3], "regard": 0.5869, "regardCi95": [0.555, 0.617], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i dont get why people didnt like the todo list thing. i kind of like seeing an outline of the overall stuff claude is trying to do", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6iggz/claude_uses_todo_lists_again_i_thought_they/phf09re/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "so much better. thank you anthropic. when you had dozens of task chips, you couldn’t keep track of which parents were managing which chips. problem solved.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8i7nf/task_chip_management_is/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@theo on top of this, the claude code desktop is now 🔥! \nlove the look and feel. they really cooked on this one.\ngreat work @claudedevs 🙌🏿", "link": "https://twitter.com/712192128/status/2111360431722033330"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah i would *really* like it if the card were optional. i feel like the quality of dialogue during a project has dropped dramatically because i can’t learn as i go from the explanations.\nit’s probably the least user-friendly thing i’ve seen anthropic do", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93k3s/these_new_cards_cause_claude_not_to_explain_as/phhuqct/"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs @claudeai please bring back the project picker below the chat input in claude desktop. it was so much more convenient having it right there. [link]", "link": "https://twitter.com/1555277989331750912/status/2111813679259975815"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs hey if its easy. please add meta enter to submit prompt. let us click enter only to create multi line.\nno need to brag everyday when you cannot build this simple features", "link": "https://twitter.com/2935462884/status/2111909724400824707"}]}}, "ui.session_history": {"praise": 87, "complaint": 227, "n": 314, "weighted": {"praise": 57.32, "complaint": 154.32}, "praiseShare": 27.7, "ci95": [23.0, 32.9], "regard": 0.5056, "regardCi95": [0.469, 0.547], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "terminal fluency is a lousy proxy for engineering ability. cli works for me when the task is linear, but for reviewing markdown or returning after a meeting, the desktop view saves me from reconstructing the whole session.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6r6tp/anyone_crawling_back_to_desktop_app_macos/ph0jpmb/"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs wow this update is pretty good. i love the thread feature. never realised its utility while it was missing, can't go back now.", "link": "https://twitter.com/1930108829427216385/status/2110705214701662567"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs upd: yep, it can create sessions by itself now 👌", "link": "https://twitter.com/1745422970246340608/status/2110792926733447483"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs please fix this, this redesign is unusable for me! how can i browse and group sessions by repo/directory? it's crazy that i have to sift through all sessions to find an old session in an old repo i haven't worked on for a while. \n[link]", "link": "https://twitter.com/99570742/status/2111798902949347360"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "true! but i felt like the thread design is kinda hard to navigate for long running task. it's only good for one off task for me. hoping claude to release something like grok bot for easier threads management", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7wsxz/claude_code_desktop_is_actually_getting_better/ph8pvn9/"}, {"date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs why the hell did all my projects got scattered around! is there one thing you can't destroy!", "link": "https://twitter.com/935994030/status/2110956702757740864"}]}}, "ui.interrupt_steer": {"praise": 15, "complaint": 40, "n": 55, "weighted": {"praise": 8.98, "complaint": 23.84}, "praiseShare": 27.3, "ci95": [17.3, 40.2], "regard": 0.4727, "regardCi95": [0.452, 0.494], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-19", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "i'm loving the send-now key (ctrl+enter) to instantly send a command. (interrupts the current turn and sends all queued messages at once) @claudedevs @claudeai [link]", "link": "https://twitter.com/14053266/status/2101245366322765849"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "what works for me: hit esc to stop it, tell it what to change, and it picks up from there without killing the whole thing. for bigger changes i use plan mode first, so we agree on all the edits before it starts writing any. is this in the terminal or the vs code extension?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1htas/how_do_i_stop_it_writing_edits_ahead_while/peulg1r/"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "oh its completely visual. you can actually see it build what you told. interrupt it anytime, give a command after thinking..", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w5i9n3/what_if_there_was_a_better_way_to_interact_with/p7ft1c9/"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": ".@claudedevs can you guys please fix that ctrl+c deletes the messagebox normally but if there are subagents running it kills the subagents instead?? yes i did just accidentally kill a buch of subagents again", "link": "https://twitter.com/1294737900236681223/status/2107185475983151255"}]}}, "surfaces.remote_mobile": {"praise": 231, "complaint": 132, "n": 363, "weighted": {"praise": 154.87, "complaint": 90.5}, "praiseShare": 63.6, "ci95": [58.6, 68.4], "regard": 0.55, "regardCi95": [0.515, 0.583], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "works fine here. i also vnc into my mac from different devices and remote control from iphone. no issues except for slight delays for updates of course, depending on which shitty wifi network i’m on.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/phgs6sj/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have no inconsistency at my iphone. connected to seperate account 1 windows 1 mac mini both fine, even when claude ask questions. maybe you need to adjust your pc settings, it sleeps the network probably", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/phgs6vr/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "/rc is great while the desktop stays on. onthego is for when you want the files and the session actually on the laptop, like when the desktop is asleep.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x86quk/leaving_my_desk_used_to_mean_reexplaining/phhkaih/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "the odd thing is that the desktop app can dump a bunch of output then immediately claim the session is offline. they do periodically come back but it’s very hit & miss.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/phgw37j/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "if i remote in to my macbook from my iphone (vpn, vnc) i can see the session is still running but the claude app on iphone is so inconsistent with whether the session will be connected or not. any suggestions?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs @claudeai\nplease provide a notification for a work completed by claude code in the mobile app. i use cc on terminal via rc\nyou have a notification for error, if cc needs input, but no notification for a finished task. \neverytime i have to open the app check the chat.", "link": "https://twitter.com/1828763960411136000/status/2111818668183289991"}]}}, "surfaces.cloud_sessions": {"praise": 129, "complaint": 150, "n": 279, "weighted": {"praise": 87.45, "complaint": 107.66}, "praiseShare": 46.2, "ci95": [40.5, 52.1], "regard": 0.4262, "regardCi95": [0.39, 0.46], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i'm testing it out for a coding project as well as a personal assistant. it has a lot of similarities to openai dot. running in the cloud is actually super nice if your development workflow doesn't need to be local.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5n490/how_to_use_claude_code_projects_effectively/pgpo5am/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "anthropic is not required to babysit you and help you manage your own projects. i never have any issues with my cloud sessions. if you somehow lost all your work with $50 of credits remaining, then something is very wrong with how you use claude code.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x02fx8/claude_cloud_left_my_task_unfinished_after_250/pf524b5/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i might be using it wrong but i’ve concluded “projects” is just a rebranded co-work and working on a cloud vm sucks. it exists for anthropic to have another revenue stream.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5n490/how_to_use_claude_code_projects_effectively/pgnvx58/"}, {"date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs amazing how cloud sessions recommend moving into a project and then no longer use the credits", "link": "https://twitter.com/37972401/status/2110267208874307836"}, {"date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "i’m in the claude code projects “beta” and i don’t know how to share feedback. but right now the cloud will open local threads i can’t see or apparently even get to, which leads to stuff like this.\n@dfeinition? @lydiahallie? @claudedevs. [link]", "link": "https://twitter.com/17422919/status/2110336599041159651"}]}}, "rel.service_errors": {"praise": 18, "complaint": 251, "n": 269, "weighted": {"praise": 8.92, "complaint": 125.2}, "praiseShare": 6.7, "ci95": [4.3, 10.3], "regard": 0.4975, "regardCi95": [0.449, 0.549], "salience": 1.1, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@ela7mady_ @thsottiaux @claudedevs fable 5.0, sonnet 5.0, and haiku 4.5 are all stable for me.", "link": "https://twitter.com/20559825/status/2095526858745839902"}], "complaint": [{"date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "in less than 30 mins after i got into “the vibecoding zone” claude failed on my tasks. if you see the same errors related to unavailability - you are not alone. time to touch grass, again.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz1ktu/right_after_i_had_4_day_break_and_was_fully_ready/"}]}}, "rel.response_speed": {"praise": 266, "complaint": 289, "n": 555, "weighted": {"praise": 183.17, "complaint": 186.3}, "praiseShare": 47.9, "ci95": [43.8, 52.1], "regard": 0.6844, "regardCi95": [0.655, 0.71], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs gzip on every turn. the boring fixes are the ones you feel most.", "link": "https://twitter.com/1873236433718394882/status/2111741099614347332"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs felt it on long sessions before i saw this post. does the gzip apply to subagent traffic too, or only the main conversation?", "link": "https://twitter.com/2107803659899723776/status/2111745384594973110"}, {"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs you can feel the change, especially with opus 5.5 medium! great work!", "link": "https://twitter.com/24506187/status/2111767006903140813"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yep extremely slow, taking hours to get simple shit done, borderline unusable currently (and i almost made this exact post 2 hrs ago)", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7xnvx/claude_slow_as_hell_right_now_anyone_else/ph88imt/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "is anyone experiencing a 5 second lag when starting a new claude session in the terminal. you write a prompt but nothing shows up for 5 seconds or so. started a couple of days ago.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7y1ih/lag_when_starting_new_session/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs seriously ? last 7 days claude code became slower than before.", "link": "https://twitter.com/2950407828/status/2111249437708144846"}]}}, "rel.client_failures": {"praise": 57, "complaint": 411, "n": 468, "weighted": {"praise": 35.97, "complaint": 261.23}, "praiseShare": 12.2, "ci95": [9.5, 15.5], "regard": 0.6133, "regardCi95": [0.548, 0.67], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "[link]\nworks for me, both your exact command and the model in general. i'm using 2.1.299-2.1.301 on multiple sessions, for hours, no problems.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7aoob/anyone_not_able_to_access_opus_55_defaults_to/ph2knmj/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "being using claude code with vscode and it's solid like a rock 🪨", "link": "https://www.reddit.com/r/cursor/comments/1x2fksg/this_is_getting_sad/pfix6a4/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i use a macbook air m1 with only 16gb of ram, and i don't see any problems with the desktop app. it can run browsers, terminals, and simulators, and i can even edit files in my project folders with it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x34qj4/claude_code_now_shows_images_and_videos_in_the/pf8blrc/"}], "complaint": []}}, "rel.update_breakage": {"praise": 19, "complaint": 189, "n": 208, "weighted": {"praise": 12.34, "complaint": 131.77}, "praiseShare": 9.1, "ci95": [5.9, 13.8], "regard": 0.4595, "regardCi95": [0.416, 0.506], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs very awesome updation.\nbtw my claude was working on a long project and i afk. when i go back claude was updated and task wasn't interrupted. i'm wondering how the updation done?", "link": "https://twitter.com/1529051438349189120/status/2110543268761256245"}, {"date": "2026-09-18", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@birdwatcher1337 @claudedevs @lydiahallie @bcherny haven't seen one in a while, it just quietly updates now. that's the way it should be", "link": "https://twitter.com/2079331237991428096/status/2100753767113130256"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "yeah for me it's like they got rid of several useful features and oversimplified several things? i don't get it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7md3q/any_easy_way_to_get_back_the_old_claude_code/ph8fu3b/"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs ...while screwing other features. prompt suggestions doesn't work 😉", "link": "https://twitter.com/930046524545032192/status/2111459023816204547"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "also broke the pinning. i must really try out cli to see how easy it is to follow long-running chats...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x74gg2/anyone_else_hate_the_new_ui/ph1qdji/"}]}}, "account.support": {"praise": 31, "complaint": 367, "n": 398, "weighted": {"praise": 20.02, "complaint": 236.47}, "praiseShare": 7.8, "ci95": [5.5, 10.8], "regard": 0.4157, "regardCi95": [0.375, 0.462], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@claude_code", "polarity": "praise", "text": "@claudedevs @claudeai @claude_code update, i got the perks now. thanks for the quick turn around!", "link": "https://twitter.com/383156096/status/2108954762754535625"}, {"date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "we’re re-reviewed and in now. thanks, @claudedevs and @anthropicai !", "link": "https://twitter.com/618787847/status/2108890909160960311"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "so now i am trying to request a refund but @claudedevs has made so impossible to do that.\n1. get help (left bottom corner account popup) - doesn't work [link]", "link": "https://twitter.com/203435236/status/2111723690564128962"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@trq212 @bcherny @claudeai @claudedevs the support bot says i will *not* get a refund \ndespite only using this new account for less than 11 hours and using up less than 20% of the weekly limit.\nseriously. what am i supposed to do here??", "link": "https://twitter.com/1464939849270632464/status/2111411060305703219"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs my api credits are not reflecting in my console account. i have tried chatting with your support agent, but it says it cannot resolve it. i am unable to find any other support channel", "link": "https://twitter.com/1794629053766668288/status/2111422660441944519"}]}}, "account.billing_errors": {"praise": 2, "complaint": 206, "n": 208, "weighted": {"praise": 1.34, "complaint": 129.82}, "praiseShare": 1.0, "ci95": [0.3, 3.4], "regard": 0.4524, "regardCi95": [0.371, 0.576], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "hi @claudeai @anthropicai @claudedevs , my payment for claude pro was successful, but the subscription wasn’t activated. i’d kindly request a full refund to my original payment method.i can share the payment receipt privately. please process my refund asap.", "link": "https://twitter.com/1809574068779450368/status/2111795135059210426"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "i can't use the ultracode feature in claude code cli after subscribing through the apple store. please fix this @claudedevs", "link": "https://twitter.com/1712768725961613312/status/2110736188659151236"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i /login and follow the page to login successfully via console account but no matter what i do, i get \"credit balance too low · add funds: [link]\" even though the $200 credit has been credited since forever ago and is still on my dashboard.\nwhat am i missing?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x62bra/so_how_do_i_use_the_200_api_credits/"}]}}, "account.bans_restrictions": {"praise": 34, "complaint": 382, "n": 416, "weighted": {"praise": 24.2, "complaint": 255.57}, "praiseShare": 8.2, "ci95": [5.9, 11.2], "regard": 0.5105, "regardCi95": [0.435, 0.584], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "man people really need to stop reading what others claim online. read the terms and service for yourself.\ni have five 20x accounts and it's never been a problem. period.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6h3dx/running_multiple_accounts/pgv6r5r/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "this, i also run 3 to 4 accounts depending on how much and how fast i need to get work done, and i've never had any issues.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6h3dx/running_multiple_accounts/pgv71sd/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i ran two accounts both used extensively and often simultaneously across a mix of home laptop and desktop and sometimes work pc with no issues for about 4 months.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x27hpf/1x_200_account_vs_2x_100_accounts/pezzvzy/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs can you unban my account? i just used it for 3 hours and it stopped working. i just want to use it to create videos.", "link": "https://twitter.com/1624425038089973763/status/2111308001139441833"}, {"date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs @claudedevs i paid $125 for claude max but keep getting locked out, disrupting my work and income. please help restore access. if i’m ineligible, please let me export my chats and work and disconnect my accounts so i can move to another ai. thank you.", "link": "https://twitter.com/1875619622755459072/status/2111521030376243228"}, {"date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "polarity": "complaint", "text": "@claudedevs why is my account always banned? i am a normal person.", "link": "https://twitter.com/2110611732125413376/status/2110697620264169777"}]}}, "account.data_privacy": {"praise": 27, "complaint": 119, "n": 146, "weighted": {"praise": 17.31, "complaint": 75.05}, "praiseShare": 18.5, "ci95": [13.0, 25.6], "regard": 0.5025, "regardCi95": [0.466, 0.546], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "switch to using claude code. anything you can do in cowork can be done in code just as well and those stay local (at least for now).", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wtjezc/coworks_only_on_this_computer_option_is_removed/pcuynku/"}, {"date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs love this! running threads locally means way more privacy and faster iteration. great for sensitive projects — thanks anthropic! 🚀", "link": "https://twitter.com/1864863623358877696/status/2102957004952314246"}, {"date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "polarity": "praise", "text": "@claudedevs honestly the bigger deal than people realize. customer addresses and pricing never leaving my machine means i skip the whole 'where's our data' conversation. local-first just wins trust by default.", "link": "https://twitter.com/2061489365067689988/status/2103114840206180412"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "maybe they could stop using our data to train the model then?\nwhy can't i curse at claude, if i disabled the sharing of my data for training?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ybl2/no_more_abusing_claude_from_nov_12th_onwards/peozxe4/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "never used the desktop app. with more and more things in the app moving to cloud, including your chat history, memory, and working files being uploaded, i choose cli over the extra ux of a gui. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/pe2i6ue/"}]}}}, "requests": {"authorWeeks": 6070, "themes": [{"theme": "One-time immediate usage reset", "criterion": "limits.reset_schedule", "authorWeeks": 288, "posts": 318, "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": ".@claudedevs a nice bday present would be if you press the reset button on the usage limits so i can continue using opus 5.5 today.", "link": "https://twitter.com/46964859/status/2111886762356158765"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "hey uhm @claudedevs can we get some resets? @thsottiaux is dunking on you guys lately", "link": "https://twitter.com/1054461630442946560/status/2111869699843629557"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs great! give a reset and i'll give my feedback after trying this. 👀", "link": "https://twitter.com/2023835204172083201/status/2111831646391730234"}]}, {"theme": "Additional bonus usage resets", "criterion": "limits.reset_schedule", "authorWeeks": 129, "posts": 144, "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudeai @claudedevs can we possibly get a free reset? we paid for the 20x plan but have no more usage until satuday... thanks <3", "link": "https://twitter.com/1892620367077789697/status/2111851412745265623"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i switched from codex to claude. can i get a little reset? 😭", "link": "https://twitter.com/1891633368942641152/status/2111789425357422646"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs wow that's so cool you should give us a reset so we can enjoy it", "link": "https://twitter.com/923593701854732288/status/2111607389602402697"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 97, "posts": 100, "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "i'm gonna need an extra 20x i used 40% in the first 2 days. weds i was on 84% 🤣", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1txcw/2x_pro_subs_worth_it/peyo6xx/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs that’s cool, now i need my 20x plan to last enough so i can actually test this without hitting the weekly limit in a couple days", "link": "https://twitter.com/73279428/status/2108833118933364814"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "yooo @claudedevs @claudeai @anthropicai can i have some extra plan usage for my birthday 🙂", "link": "https://twitter.com/1925333595150843904/status/2108690713940578620"}]}, {"theme": "Banked resets usable on demand", "criterion": "limits.reset_schedule", "authorWeeks": 88, "posts": 90, "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "given codex / tibo is handing out resets like no tomorrow claude needs to give us a banked reset this week.. please!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6l3rk/need_banked_reset/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "god i don't want that hell levels of enshittification from anthropic, don't give them ideas, yeah a banked reset would be great btw", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6l3rk/need_banked_reset/pgz6wrc/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "i do think that one banked reset per month of subscription would be pleasant, just because if that one week we have that comes from hell. but over at openai it's turned into some sort of dopamine hit gaming addiction to random resets.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6l3rk/need_banked_reset/pgwm41d/"}]}, {"theme": "Remove the 5-hour usage window", "criterion": "limits.window_interrupts_work", "authorWeeks": 61, "posts": 64, "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@trq212 @claudedevs isn't it possible to make the 5h limits go away like codex? sometimes i work a lot in 5h and reaches the limits but most of time i stay within the limits. it would be nice so i can stay on the flow and finish the tasks instead of wait for the reset.", "link": "https://twitter.com/991182752/status/2110082702171115933"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs remove the 5-hour limits, i don't understand why we should have usage limits apart from our week.", "link": "https://twitter.com/1624125094409666600/status/2108347167538876620"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "if claude code would remove the 5-hr limit on their max plans then the choice would be a no-brainer. but until they do, codex has a genuine advantage for sizeable tasks.", "link": "https://www.reddit.com/r/codex/comments/1x07or9/opus_55_sucks_do_not_migrate_to_claude/pepmwr3/"}]}, {"theme": "Stop silently degrading model quality", "criterion": "models.quality_drift", "authorWeeks": 59, "posts": 63, "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs killig it lately guys. i love it. (please dont ever nerf opus 5.5)", "link": "https://twitter.com/1598838075458822144/status/2108529236378103883"}, {"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "dear @claudeai @claudedevs stop 🛑 nerfing opus 5.5.. pleaseeeeeeee stop one chat and 100% over and 0-14% weekly quota over. why???????? why??????", "link": "https://twitter.com/2024748496923078656/status/2106707950450651455"}, {"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "@henryf1w opus 5.5 has been so nice to use.\nit’s your best model yet! \nplease don’t screw it up 🙏\n@anthropicai @claudedevs", "link": "https://twitter.com/1525673840919351296/status/2106677688190824777"}]}, {"theme": "Higher-priced tier above current top plan", "criterion": "limits.plan_value", "authorWeeks": 48, "posts": 51, "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@stefanogpt i need more usage! a $300, $400, and/or $500 subscription plan would help greatly (like openai)!\n@bcherny @darioamodei @claudeai @claudedevs @anthropicai @karpathy @trq212 @amorriscode", "link": "https://twitter.com/1338556371105689608/status/2111661757785591855"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "please can you add a $500 account with x50 ? @claudedevs @claudeai [link]", "link": "https://twitter.com/842704634/status/2111019236986663370"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "can we please get a @claudedevs $800 plan with 4x the current limits?", "link": "https://twitter.com/1400403141376552962/status/2110772511528923556"}]}, {"theme": "Shorter, less verbose responses by default", "criterion": "work.response_verbosity", "authorWeeks": 48, "posts": 48, "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "please don't give us too many details. it might be overwhelming.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxew8d/so_why_use_fable_51_now_that_opus55_is_better_in/pdtx0uh/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why can't y'all just tell your lab buddies the models yapping too much", "link": "https://twitter.com/2043140991876542464/status/2106703088929460663"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs if a second pass has to scan the output for what i might miss, the first answer is too long, why not fix that ?", "link": "https://twitter.com/1448259399290695685/status/2106430940218007675"}]}, {"theme": "Usage reset for model launches and events", "criterion": "limits.reset_schedule", "authorWeeks": 46, "posts": 49, "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "do we get a claude reset for fable 5.5 ?? when is it coming? @claudedevs", "link": "https://twitter.com/1913217326629191682/status/2111149382859170084"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "if fable 5.5 drops today, a reset would be nice, what do you say? @claudedevs [link]", "link": "https://twitter.com/1698356339364302848/status/2110058380408811792"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "now, how about a reset to go with it?? @claudedevs @claudeai @anthropicai 😎 [link]", "link": "https://twitter.com/1049216131976769537/status/2107904830979310052"}]}, {"theme": "Compensation reset after outages or bugs", "criterion": "limits.reset_schedule", "authorWeeks": 46, "posts": 47, "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah, this week burning so fast.. they should fix this and give us all free reset!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phknyap/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i confirm that it seems to be resolved today, nevertheless, we have all already burned through our quota. personally, i have four days left with 30%. it's a bit late, anthropic should make another gesture.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x64hj9/usage_has_suddenly_skyrocketed_this_week/ph0c776/"}, {"agent": "claude-code", "date": "2026-09-29", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @lydiahallie dont mind having sonent 5.5, i think its good but not usage to try, we expect a reset but no received. however, at least for the incident today, we should get a reset as the apologise from you right? its common sense.", "link": "https://twitter.com/2091190524455616513/status/2105068588998521299"}]}, {"theme": "Restore previous usage limits", "criterion": "limits.allowance_change", "authorWeeks": 43, "posts": 44, "examples": [{"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "in jut 12 hour i have used 27% of my max 5x weekly usage limit.\nthis used to be closer to 5-10% this is really a downgrade @claudedevs @claudeai i am finally going to switch after 6 months with you guys.\n#quitclaude #restoreusagelimit [link]", "link": "https://twitter.com/3351486791/status/2107905029780963751"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @claudedevs @anthropicai back to the terrible usage aye? just gave us a little taste so the fall out wouldn’t be as bad when you lowered it smhhh", "link": "https://twitter.com/1738036287670534144/status/2107885261116109199"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "i had the same last week. now at 4am last night had a reset and a single chat has used up 15% of weekly usage in 7 hours.... that would have been like 2% last week. limits already hard nerfed.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrpq38/any_idea_what_anthropic_figured_out/pcjnnh0/"}]}, {"theme": "Higher allowance on top-tier plans", "criterion": "limits.plan_value", "authorWeeks": 43, "posts": 43, "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs speed was never my bottleneck. i'm on 3 max 20x subs and still hitting the weekly limit. give me more usage before you give me more speed.", "link": "https://twitter.com/18993867/status/2110861950553100642"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you guys work hard to and raise the token limit on your plans or something along those lines? 20x barely lasts one single day..", "link": "https://twitter.com/2249785189/status/2110704302075617307"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "isn't it kind of weird that the max 20x plan is also $200 a month... are they genuinely thinking about moving towards just giving credits when you buy the plan? that might genuinely be the downfall of claude", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x31yts/claude_max_20x_now_get_200_in_free_api_credits/pf8cllg/"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 1056, "negative": 2839, "positiveShare": 27.1, "ci95": [25.7, 28.5]}, {"week": "2026-09-07", "positive": 791, "negative": 1904, "positiveShare": 29.4, "ci95": [27.7, 31.1]}, {"week": "2026-09-14", "positive": 998, "negative": 2074, "positiveShare": 32.5, "ci95": [30.9, 34.2]}, {"week": "2026-09-21", "positive": 2011, "negative": 2231, "positiveShare": 47.4, "ci95": [45.9, 48.9]}, {"week": "2026-09-28", "positive": 1978, "negative": 1985, "positiveShare": 49.9, "ci95": [48.4, 51.5]}, {"week": "2026-10-05", "positive": 1994, "negative": 2088, "positiveShare": 48.8, "ci95": [47.3, 50.4]}, {"week": "2026-10-12", "positive": 994, "negative": 1376, "positiveShare": 41.9, "ci95": [40.0, 43.9]}], "weeklyScore": [{"week": "2026-08-31", "authors": 10045, "reach": {"shareOfVoice": 31.05, "value": 0.989}, "regard": {"value": 0.427, "ci95": [0.411, 0.442]}, "score": {"value": 39.9, "ci95": [37.7, 43.5]}, "ranking": {"rank": 15, "rankRange": [13, 15]}}, {"week": "2026-09-07", "authors": 7183, "reach": {"shareOfVoice": 23.35, "value": 0.931}, "regard": {"value": 0.45, "ci95": [0.433, 0.467]}, "score": {"value": 48.8, "ci95": [45.9, 51.9]}, "ranking": {"rank": 8, "rankRange": [6, 11]}}, {"week": "2026-09-14", "authors": 8231, "reach": {"shareOfVoice": 26.67, "value": 0.971}, "regard": {"value": 0.484, "ci95": [0.469, 0.501]}, "score": {"value": 55.6, "ci95": [52.1, 59.1]}, "ranking": {"rank": 4, "rankRange": [4, 7]}}, {"week": 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[{"channel": "X", "selector": "@cognition", "posts": 6221}, {"channel": "X", "selector": "@DevinAI", "posts": 2610}, {"channel": "Reddit", "selector": "r/windsurf", "posts": 572}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 218}, {"channel": "Reddit", "selector": "r/CognitionLabs", "posts": 102}, {"channel": "G2", "selector": "G2", "posts": 7}], "records": 9730, "judgingPosts": 2583, "authors": 4797, "authorWeeks": 6255, "reach": {"shareOfVoice": 2.85, "weightedUsers": 2893.8, "value": 0.638}, "regard": {"positiveAuthorWeeks": 967, "negativeAuthorWeeks": 621, "rawPositiveShare": 60.9, "rawCi95": [58.5, 63.3], "value": 0.611, "ci95": [0.595, 0.626]}, "score": {"value": 64.2, "ci95": [62.4, 65.8], "popularityZ": 0.331, "loveZ": 1.622}, "ranking": {"rank": 2, "rankRange": [2, 4]}, "levers": {"setup": {"score": 64.2, "gain": 0.0, "rank": 2}}, "criteria": {"paying": {"praise": 288, "complaint": 373, "n": 661, "weighted": {"praise": 171.96, "complaint": 225.7}, "praiseShare": 43.6, "ci95": [39.8, 47.4], "regard": 0.6366, "regardCi95": [0.608, 0.664], "salience": 41.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@mingdynastyvase @cognition @scarletkc yes. i feel that devin's coding plan is a great deal for purchasing cloud computer usage rights.", "link": "https://twitter.com/2073035346707968000/status/2111616377970954723"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@yyhhyyyyyy @cognition devin 20x is equivalent to claude official 4x but still cheaper than pure api.", "link": "https://twitter.com/756779273155858432/status/2111382740633534794"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@tickswiz @devinai @devindevelopers @cognition devin offers other models like argon at 75% off\nand their harness is definitely superior\nand you have unlimited swe2\nand no 5 hours limit only weekly", "link": "https://twitter.com/1825243355501973504/status/2111504485130338426"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@gaur114515 @devinai @cognition @devindevelopers i just run it... just use swe high with opus 5.5\nit burns so slow unless you run 3-4 tasks at a timr", "link": "https://twitter.com/1825243355501973504/status/2111505396619674037"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i've done both, and the better choice is:\ndevin/windsurf $20 plan, swe-2 + claude code desktop (not in-ide extension) $20 plan.\nthis maximizes your usage and capability at a minimum cost.", "link": "https://www.reddit.com/r/cursor/comments/1x8c2gq/whats_better_1_cursor_claude_code_vs_2_vs_code/phcnix6/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition there is a bug with the gpt subscription. sometimes, using gpt fails directly and consumes the quota, possibly limited to using the gpt subscription only.", "link": "https://twitter.com/2098049380192583680/status/2111635796671463565"}, {"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition increase the max limit a bit, opus is not enough to use 😭", "link": "https://twitter.com/844779026329718785/status/2111869927527510204"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@dabit3 @cognition devin cloud with macos is my go to alternative when for remote building. however, i noticed that for every minutes that the vm is live, it consumes much tokens, and more tokens consumption when it triggered child sessions when the more vm are being used.", "link": "https://twitter.com/1994170271201415170/status/2111269191613641012"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition the quota for opus5.5 is too small, the max plan is only equivalent to claude's $20 plan.", "link": "https://twitter.com/1859530427905736704/status/2111373738163785823"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition can you offer a $100 package? $20 is not enough, but $200 is too much and i can't use it all.", "link": "https://twitter.com/2076225412443836416/status/2111384914650407200"}]}}, "setup": {"praise": 38, "complaint": 58, "n": 96, "weighted": {"praise": 22.22, "complaint": 34.43}, "praiseShare": 39.6, "ci95": [30.4, 49.6], "regard": 0.4996, "regardCi95": [0.475, 0.523], "salience": 6.0, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@devinai is the first agent that told me to paste a api key in chat and i like it [link]", "link": "https://twitter.com/2071256076335673344/status/2107201649114759240"}, {"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "praise", "text": "love how devin asks for credentials in the creation flow, instead of making me hunt down the .env file and paste the secret in manually.\nsmall ux detail, but it makes the whole agent workflow feel much smoother. @cognition [link]", "link": "https://twitter.com/2093963949003935745/status/2105223276780040512"}, {"date": "2026-09-24", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@devinai a quick and easy way to start to work on my projects\nalias dev=\"devin-desktop\"", "link": "https://twitter.com/1408012113549791238/status/2102953668391866798"}, {"date": "2026-09-16", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "woooooow. the mac / ios stuff on @devinai \"just works\". did zero setup and it is off to the races. [link]", "link": "https://twitter.com/9083902/status/2100372172195655785"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition cannot login with my chatgpt sub, it shows \"no account found for this email\". why should i use two identical emails here?", "link": "https://twitter.com/752498653894418433/status/2105105288835789194"}, {"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition having a hard time setting this up with my chat pro account as they share the same email. it says that i already have an account with this email so it should show up under connections", "link": "https://twitter.com/1993957296003833856/status/2105149087473680843"}, {"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@nightshadessx @cognition i encountere this either. that is asking you to login with your devin account, then it will redirect to chatgpt for oauth😅 bad ux", "link": "https://twitter.com/752498653894418433/status/2105154607475552682"}, {"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition logged 3 times with chatgpt account and it says no account with that email found", "link": "https://twitter.com/1839302457786355712/status/2105004455741837430"}, {"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition it doesnt work with people who already have a devin account with the same e mail. and there is no other way to connect the accounts, please fix.", "link": "https://twitter.com/2027776550402408448/status/2105060382973005964"}]}}, "models": {"praise": 94, "complaint": 47, "n": 141, "weighted": {"praise": 53.98, "complaint": 25.67}, "praiseShare": 66.7, "ci95": [58.5, 73.9], "regard": 0.6349, "regardCi95": [0.603, 0.663], "salience": 8.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@altagers @cognition i switched to devin and droid because i have every model in one sub and both harnesses are really great", "link": "https://twitter.com/1466416677713854477/status/2111810899011059755"}, {"date": "2026-10-13", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@chris_wozniczek @devinai @cognition i'm very happy that devin allows me to use gemini 4 argon!", "link": "https://twitter.com/1067085110372171779/status/2110109819827060818"}, {"date": "2026-10-13", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@nando_g_ai @devinai i think right now it's the best for having all models in one.", "link": "https://twitter.com/2034540258365489152/status/2110079410791485450"}, {"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@mystere___ @cognition what makes devin better? well i can use grok, claude, gemini, gpt, a bunch of open source models, a ton of models i’ve never even looked at yet and plug in any model i can get running on my gpu.\ncodex lets me use gpt models. which i can also use in devin.", "link": "https://twitter.com/1095784409683374080/status/2109009707461394480"}, {"date": "2026-10-07", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "haiku 5.5 landed in @devinai \nwell look how it performs on frontiercode, that is looking very very decent!\nwhat i love about devin is that the models from key labs land almost immediately inside devin! [link] [link]", "link": "https://twitter.com/2034540258365489152/status/2107944269734383781"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "the intelligence of swe-2 has seriously declined in the last few hours @cognition @devindevelopers \ni have to re-enable kimi k3 #hermes", "link": "https://twitter.com/2018156578617090049/status/2110014289776156767"}, {"date": "2026-10-03", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@_anishlk @cognition when will devin stop de-intelligencing deepseek models? you can charge more credits but you shall offer open models at their best, not de-intelligence them.", "link": "https://twitter.com/1705140930888486912/status/2106388524270588212"}, {"date": "2026-10-01", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@dabit3 @robinebers @cognition @willyxiao1 why devin cloud fusion does not allow you to choose which frontier model and which helper model, please fix [link]", "link": "https://twitter.com/2002397531226148864/status/2105807119568245010"}, {"date": "2026-09-28", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devindesktop @cognition i think you use openai mini model to cheat us.", "link": "https://twitter.com/2079628486055178240/status/2104462341832327395"}, {"date": "2026-09-22", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "why @devinai under the swe-2 model 90% time using the swe-1.7 max. why @dabit3 [link]", "link": "https://twitter.com/1473214003027460098/status/2102445326762475805"}]}}, "context": {"praise": 28, "complaint": 31, "n": 59, "weighted": {"praise": 18.05, "complaint": 17.98}, "praiseShare": 47.5, "ci95": [35.3, 60.0], "regard": 0.5223, "regardCi95": [0.501, 0.544], "salience": 3.7, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@mystere___ @cognition it’s not all compatibility problems tho. devin supports a bunch of open standards and other harness semantics - prefer claude.md files to agents.md files? devin supports both. a myriad of other cross harness standards converge in devin.", "link": "https://twitter.com/1095784409683374080/status/2109016245890883999"}, {"date": "2026-10-07", "source": "X", "community": "@cognition", "polarity": "praise", "text": "[link]\n🚀🚀🚀 memories, one of the most awesome cascade features and the reason i loved windsurfing so much, is back! thank you so much, @cognition! #devin", "link": "https://twitter.com/805962687851200516/status/2107874422531277305"}, {"date": "2026-10-05", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@cognition @cognition tried it on the memory claude code kept for my project: 19 notes over 10 days.\nmade it a git repo. a fresh devin session recalled what claude code had learned, then dreamed on it: 21 commits, 19 → 14 notes, duplicates merged, stale notes gone. [link]", "link": "https://twitter.com/195622492/status/2107178413241106799"}, {"date": "2026-10-05", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@cognition congrats! i use devin every day, so having it remember how i work across sessions is a big deal. keep up the awesome work! [link]", "link": "https://twitter.com/1137169325092040705/status/2107251234843382025"}, {"date": "2026-10-04", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@markfenner @devinai playbook is probably my fav feature using devin bc it's more deterministic than skills as we explicitly mention it in chatbox, let alone sharing it across the team", "link": "https://twitter.com/2056134179541196801/status/2106612089980879039"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@mystere___ @cognition if you have a lovely composed tree of agents.md files that works great in codex, your devin agent will get overwhelmed because the injection persists beyond the lifetime of the agents activity in that scope.", "link": "https://twitter.com/1095784409683374080/status/2109009168959168649"}, {"date": "2026-09-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition and that wraps that. the swe2 model has 0 adherence to prompt safety. tell it to do something a specific way, if it fails, it doesn't flag it and tries to workaround instead.. tell it not to do something, it will take that as instruction to do it. its just shit tier.", "link": "https://twitter.com/1917224549604605953/status/2101091262363492357"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "devin bug: changed files in a chat session disappear if opening a new session in agent mode\n[removed]", "link": "https://www.reddit.com/r/windsurf/comments/1wk5uj0/devin_bug_changed_files_in_a_chat_session/"}, {"date": "2026-09-14", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devindesktop @windsurf @cognition @_akhaliq @rahyengan @themidasproj @ylecun @rowancheung 3. @devindesktop but later that day it automatically suggested what it should have long forgotten out of nowhere [link]", "link": "https://twitter.com/2098243273890705408/status/2099333865412456929"}, {"date": "2026-09-11", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@axialissoftware @cognition @axialissoftware @mrrrozi state doesn't really get lost, it just gets buried. the model stops remembering why it's doing something partway through and starts redoing work. a scratch file in the repo that says why is what keeps it on track", "link": "https://twitter.com/1594009249989918721/status/2098315742689038517"}]}}, "work": {"praise": 416, "complaint": 127, "n": 543, "weighted": {"praise": 250.68, "complaint": 69.29}, "praiseShare": 76.6, "ci95": [72.9, 80.0], "regard": 0.6699, "regardCi95": [0.643, 0.695], "salience": 34.2, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "our eng team put devin on the on-call rotation. it investigates alerts, finds the root cause, and opens a tested pr for review. \nexcited for our friends at @cognition to be officially launching this one! [link]", "link": "https://twitter.com/94682674/status/2110916182580809832"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "our eng team put devin on the on-call rotation. it investigates alerts, finds the root cause, and opens a tested pr for review. excited for our friends at @cognition to be officially launching this one! dlvr.it/tvx5r5 [link]", "link": "https://twitter.com/143874022/status/2110918657547342125"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "i'm 17. for one month, devin was my entire engineering team.\ni woke up to 67 prs. 44 merged. i built an os, local ai models and a native multi-agent app between classes.\neverything i learned about @cognition @devinai 👇\n[link]", "link": "https://twitter.com/1810175539053006848/status/2110945930258399539"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@myththrazz @cognition @chris_wozniczek the fact it’s been extended is beautiful, genuinely an amazing workhorse model and i’m doing so much with it atm.", "link": "https://twitter.com/1984016918215544832/status/2111073554351698330"}, {"date": "2026-10-16", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "got sol 6.1 on @devinai to create a tauri application in less than 30 minutes to help me manage themes on our temu crystal ball. pretty awesome. [link]", "link": "https://twitter.com/1118175955/status/2111187859197804930"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "last night i had the worst experience with devin from @cognition so far. devin deleted all the previous progress and switched branches.\ni will never use devin for any backend work. cannot be trusted [link]", "link": "https://twitter.com/1536786963843403780/status/2110641298466340937"}, {"date": "2026-10-12", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "what the check a simple.imort turned into 12 hours and there more with devin ai @cognition [link]", "link": "https://twitter.com/2108480245279993856/status/2109661959767425475"}, {"date": "2026-10-06", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition swe-2 has become very stupid recently. i specified it to complete a task in codebase a, but it actually went to read another codebase b, saying it needs to reference codebase a to modify codebase b. pure idiot, it makes me so angry.", "link": "https://twitter.com/2087479844540178432/status/2107423954801746429"}, {"date": "2026-10-06", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@riqwanmthamir @cognition @cursor_ai cursor maybe, but devin is horrible. openai model do work way better in codex for long running task, typically beyond third compaction, codex will be way ahead. for short task, depending on which benchmark everyone will claim they are ahead.", "link": "https://twitter.com/116643108/status/2107533747696566720"}, {"date": "2026-10-04", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "@jensenloke @devinai smooth until it rotates the keys and locks you out", "link": "https://twitter.com/3853505476/status/2106664155302502660"}]}}, "checking": {"praise": 34, "complaint": 18, "n": 52, "weighted": {"praise": 22.84, "complaint": 10.97}, "praiseShare": 65.4, "ci95": [51.8, 76.8], "regard": 0.5258, "regardCi95": [0.505, 0.547], "salience": 3.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "the amount of dead code @devinai has caught for me is insane\nit has a feature where it auto-reviews merges to main for bugs or dead code and i've gotten at least 10+ of these dead code messages\ni just reply \"yes\" and the pr's ready for me to merge in a few min later [link]", "link": "https://twitter.com/1762175022527877120/status/2110525817390498195"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/CognitionLabs", "polarity": "praise", "text": "what are you talking about? you should be happy that devin ci reviews your code and blocks it. check your review settings if you want faulty code per choice", "link": "https://www.reddit.com/r/CognitionLabs/comments/1x4wpx3/warning_devin_injects_advertisements_into_pull/pghp44y/"}, {"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@devindevelopers @devinai @cognition and reviewed by opus 5.5 at end and only spotted some minor bugs and that's it \ngonna miss swe 2 in next few days 😔", "link": "https://twitter.com/1986324145555316740/status/2108968456511180844"}, {"date": "2026-10-09", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@poteto @sahilsaitn @devinai has a really good code review tool, arguably one of the best", "link": "https://twitter.com/2762687112/status/2108449522049540408"}, {"date": "2026-10-06", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "really nice feature that @devinai has:\nwhen you merge stuff, it messages you on slack if it finds an issue or dead code for example\nsuper nice to get a second set of eyes after every merge", "link": "https://twitter.com/1762175022527877120/status/2107399715424010255"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition cool. hope this improves the pr reviews. they've gotten very prone to flagging non-issues the last few days.", "link": "https://twitter.com/9648292/status/2107221862077915182"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/CognitionLabs", "polarity": "complaint", "text": "while i did not give devin write access to my repo, a new pr kicked off an unrequested review by devin. not only did this review fail and block my pr, unjustly: you are editing pr messages to insert devin advertisements. \n \nin my view, this is evil behaviour. i have instantly cancelled my devin subscription. i would recommend you to avoid these malpractices, if you're serious about the future of devin.\n \nposting it on your reddit because i didn't find another way to provide feedback. best of luck.", "link": "https://www.reddit.com/r/CognitionLabs/comments/1x4wpx3/warning_devin_injects_advertisements_into_pull/"}, {"date": "2026-09-13", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition what's even more disturbing is swe-2 high tried to say my cursor hooks would have caught this. \njust lied to cover up it's tracks. very concerning. my cursor hooks are there to ensure loops are followed, this repo doesn't even have that enabled. \nit just read code and assumed! [link]", "link": "https://twitter.com/329429514/status/2098930117560909920"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "devin is insanely expensive, and when it makes mistakes/misses something it said was done it hurts even more having to go back and fix. i don’t even want to admit how much i spent just to get my project to 70% with devin. i recently pivoted to cursor because it can do the same work for much, much less.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wa07cz/devin_cursor_and_claude_code/p8s1615/"}]}}, "interface": {"praise": 115, "complaint": 61, "n": 176, "weighted": {"praise": 75.65, "complaint": 37.69}, "praiseShare": 65.3, "ci95": [58.1, 72.0], "regard": 0.5981, "regardCi95": [0.57, 0.626], "salience": 11.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "praise", "text": "i'm blown away by the @devinai voice mode. chatting through an implementation plan my agent started humming and having the most impressive voice inflections. great job by the folks at @cognition. if you're curious to try it out: [link]", "link": "https://twitter.com/2024126258389602304/status/2111576749150482758"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "trying to get to 20k steps today but can’t afford to take a break from work.\nfortunately, devin voice is quite literally jarvis so work doesn’t have to stop while i’m racking up those steps. \n@cognition crushed it with this one. [link]", "link": "https://twitter.com/730703573760278528/status/2111096081115460092"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "shipping devin mobile app- 5g \neffortlessly manage permissions and enjoy full remote control on the go.\nnow i can sip a drink☕️, soak up the sun 🌞at the beach🏖️, and get work 💻down! @cognition @jorybraun [link]", "link": "https://twitter.com/1482840431994064904/status/2111182985735372877"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "shipping devin mobile app- 5g \neffortlessly manage permissions and enjoy full remote control on the go.\nnow i can sip a drink☕️, soak up the sun 🌞at the beach🏖️, and get work 💻down! @cognition @jorybraun [link]", "link": "https://twitter.com/1482840431994064904/status/2111183642047463785"}, {"date": "2026-10-11", "source": "X", "community": "@cognition", "polarity": "praise", "text": "true, since i moved all my personal agent workflow to @bot and coding agent work to @cognition cloud everything was comically easier and more durable. [link]", "link": "https://twitter.com/1319617668186542087/status/2109212895519105329"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@yifanxu_ephai @cognition @scarletkc but a conversation can only be associated with one system, making it inconvenient to directly let the agent perform three system tests. \ncc @scarletkc i really hope this can be changed.", "link": "https://twitter.com/3062134651/status/2111618600754913657"}, {"date": "2026-10-06", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devindevelopers @devinai @cognition \nafter migrating from devin cli to devin desktop 2 weeks ago, i have a long list of qol features that i think the app desperately needs if there's anyway of sharing it with the team", "link": "https://twitter.com/2039180837434834944/status/2107482915831509031"}, {"date": "2026-10-04", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "underlying @devinai uses the same model, but in the cloud, getting it up to the same accessibility still isn’t a walk in the park. i’m not gonna give up to get it to environment parity to local or claude code! [link]", "link": "https://twitter.com/218098611/status/2106693742854041906"}, {"date": "2026-10-02", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "@dabit3 @devinai \ni’m unable to switch between organizations on the mobile app.", "link": "https://twitter.com/214051336/status/2106021848030785594"}, {"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "dear @cognition \nchange this back immediately\ni clicked on these pr icons 50 times every day\nnow it's suddenly hidden in that overlay popup\nno thank you\nsincerely,\na devin user\n@dabit3 @willyxiao1 [link]", "link": "https://twitter.com/1773217467558744064/status/2105189386199646539"}]}}, "reliability": {"praise": 32, "complaint": 128, "n": 160, "weighted": {"praise": 16.77, "complaint": 71.47}, "praiseShare": 20.0, "ci95": [14.5, 26.9], "regard": 0.5148, "regardCi95": [0.48, 0.55], "salience": 10.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@ultari_x @cognition @devinai @devindevelopers 30tps? faster than codex\nand i went up to 50 subagents", "link": "https://twitter.com/1825243355501973504/status/2110193541964304462"}, {"date": "2026-09-28", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@dannypostma and it’s even faster if you try opus with @cognition ‘s fusion model", "link": "https://twitter.com/130668248/status/2104574312678342803"}, {"date": "2026-09-22", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@rubenssoto_ai @devinai i haven’t had any issues on it at all. i use the cloud, devin desktop and occasionally devin cli.", "link": "https://twitter.com/415168859/status/2102502516617560192"}, {"date": "2026-09-19", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@brandon_galang @devinai this is what im finding also. and the speed of fusion is so nice to work with. i had gotten used to sending a prompt and waiting 3 min for a response\ntrying to get my usage to 100% by tomorrow. heres my progress in 3 hours lol [link]", "link": "https://twitter.com/130668248/status/2101338029587927543"}, {"date": "2026-09-18", "source": "X", "community": "@cognition", "polarity": "praise", "text": "i hit the 10b token mark with @cognition\nswe-2 model. \nwhat stands out most is the consistent p50 145 output tok/s. so fast!", "link": "https://twitter.com/857476116/status/2100793034615013637"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "i'm using the windsurf ide and today any tasks is being donde very very slow by the agent. anyone else having this issue?", "link": "https://www.reddit.com/r/windsurf/comments/1x6tser/why_is_so_slow_today/"}, {"date": "2026-10-11", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "yo @cognition i'm out of ram. can you fix devin's language server? it has a memory leak. [link]", "link": "https://twitter.com/98926715/status/2109408328656805903"}, {"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition not there for some, and not working when there for the rest. [link]", "link": "https://twitter.com/196604949/status/2108870489900798182"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "i really like it just in my rider\nis there a solution to this issue?\nit can't be that rider users constantly restart their ide on each freeze?", "link": "https://www.reddit.com/r/windsurf/comments/1x1otk1/constantly_freezing_cascade_plugin/"}, {"date": "2026-10-09", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@dabit3 @tokifyi @cognition @capydotai hello dabit . i use swe-2 always found responses slowly , why?", "link": "https://twitter.com/1796506165070680064/status/2108516838682570935"}]}}, "account": {"praise": 10, "complaint": 32, "n": 42, "weighted": {"praise": 7.21, "complaint": 21.19}, "praiseShare": 23.8, "ci95": [13.5, 38.5], "regard": 0.545, "regardCi95": [0.503, 0.588], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@cognition", "polarity": "praise", "text": "burned so many tokens on devin that @cognition personally showed up and gifted me this custom merch. [link]", "link": "https://twitter.com/95556436/status/2109707560580472884"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i missed to unsubscribe a day after renewal, they refunded me instantly my max subscription (went to swe devin since).\nyou may have been unlucky but they are still fair on this part ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wym92f/anthropic_stole_my_money_and_my_tokens/pe40r57/"}, {"date": "2026-10-02", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@jensenloke @devinai i'd like to point out they fix this in less than 24 hours. bruh", "link": "https://twitter.com/415168859/status/2106076895313788974"}, {"date": "2026-09-22", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@tomasvorel @cognition @devindesktop @dabit3 i love the team, at least they take my feedback seriously... so trust them, we can see how hard they try to bring cloud to local", "link": "https://twitter.com/1767985295910383616/status/2102338341207470495"}, {"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "praise", "text": "been testing this since yesterday, there is no company out there thats listening to their customers with as much care as @cognition, the devin next beta is incredible, massive ui improvement im so happy [link]", "link": "https://twitter.com/1948445208594591746/status/2111891952476229917"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition @dabit3 ticket [zip code]. chatgpt plan toggle is on. after 19:00 cst oct 10, ordinary gpt-6-1-sol-high and gpt-6-astra-medium (catalog marks both partner_provider_openai, not fast) still billed devin. daily quota hit 0%. please investigate and refund those charges.", "link": "https://twitter.com/1796148761925947392/status/2108903736907366707"}, {"date": "2026-10-04", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@demetreminchev @da7_tech @devinai @cognition and if the team adds a third person, 'full' charges a fee, then if you cancel the third person's plan, you still have to pay. i'm completely helpless at this point.", "link": "https://twitter.com/1999158181520637953/status/2106627104951747039"}, {"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@prathamdby @cognition yup.\ni was ghosted and blocked by their team instantly.\nno warning what happened until after when someone internal let me know", "link": "https://twitter.com/1552915034585669633/status/2105414711814811818"}, {"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition devin is absolutely trash\nliterally the worst first experience ever with an ai agent.\nwhat do you mean linking my github automatically switches my team over and then doesn’t use the sub i literally just paid for? what a joke - it doesn’t even make it obvious", "link": "https://twitter.com/2081846656610586624/status/2104730707918745843"}, {"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition sign up with account -> pay sub -> connect github -> now i’m a different context ???? and not apparent from the mobile ui -> run out of credits and now i can’t even move this progress to a correct sub \nbfr [link]", "link": "https://twitter.com/2081846656610586624/status/2104732064134382073"}]}}, "limits.plan_value": {"praise": 164, "complaint": 154, "n": 318, "weighted": {"praise": 96.54, "complaint": 91.95}, "praiseShare": 51.6, "ci95": [46.1, 57.0], "regard": 0.5557, "regardCi95": [0.529, 0.584], "salience": 20.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@mingdynastyvase @cognition @scarletkc yes. i feel that devin's coding plan is a great deal for purchasing cloud computer usage rights.", "link": "https://twitter.com/2073035346707968000/status/2111616377970954723"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@tickswiz @devinai @devindevelopers @cognition devin offers other models like argon at 75% off\nand their harness is definitely superior\nand you have unlimited swe2\nand no 5 hours limit only weekly", "link": "https://twitter.com/1825243355501973504/status/2111504485130338426"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "let's go babe!!!!\njust upgraded to devin max ($200/mo).\nthe $20 pro was already cracked with fusion + opus. now we cook without limits.\n@devinai @cognition @devindevelopers [link]", "link": "https://twitter.com/1825243355501973504/status/2110904668151021611"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition increase the max limit a bit, opus is not enough to use 😭", "link": "https://twitter.com/844779026329718785/status/2111869927527510204"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition the quota for opus5.5 is too small, the max plan is only equivalent to claude's $20 plan.", "link": "https://twitter.com/1859530427905736704/status/2111373738163785823"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition can you offer a $100 package? $20 is not enough, but $200 is too much and i can't use it all.", "link": "https://twitter.com/2076225412443836416/status/2111384914650407200"}]}}, "limits.window_interrupts_work": {"praise": 3, "complaint": 49, "n": 52, "weighted": {"praise": 2.3, "complaint": 26.75}, "praiseShare": 5.8, "ci95": [2.0, 15.6], "regard": 0.4831, "regardCi95": [0.461, 0.507], "salience": 3.3, "receipts": {"praise": [{"date": "2026-09-24", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@learnmore_smart @cognition @devindesktop this is one of the most nicest things about devin, u can work for long without the harness getting interrupted or capped at anything!", "link": "https://twitter.com/1175314932914692096/status/2103242392149385284"}, {"date": "2026-10-15", "source": "X", "community": "@cognition", "polarity": "praise", "text": "yeah, it's an amazing workhorse imo. i have things set up so that i use opus 5.5 (medium) goat currently as the orchestrator/main - and then it defines the tasks and offloads all of the hard work to swe-2 max via llm-run ( wrapper i wrote ) \nso the main advantages are: \n- it's free\n- no 5h limits\n- reliable for long tasks under supervision \nso, i don't know it's thinking or 'character', but i found it to be really, really reliable in my setup", "link": "https://twitter.com/423774207/status/2110630999063195994"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition @artificialanlys i am using the $200 plan and running four \"swe-2-max\" sessions simultaneously; why am i getting rate-limited after using them for nearly 30 minutes? [link]", "link": "https://twitter.com/1794767161699024896/status/2109731997220483183"}, {"date": "2026-10-04", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@demetreminchev @da7_tech @devinai @cognition a chat conversation i just started has been restricted for 5 hours and 24 minutes.", "link": "https://twitter.com/1999158181520637953/status/2106619974542557657"}, {"date": "2026-09-20", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@hung4128 @devinai @cognition @da7_tech swe2 have separate 5h quota - it's not unlimited, and btw if you are out if swe2 quota fusion cannot work because of it", "link": "https://twitter.com/2037340370208526337/status/2101604404000428391"}]}}, "limits.burn_rate": {"praise": 44, "complaint": 90, "n": 134, "weighted": {"praise": 27.04, "complaint": 51.13}, "praiseShare": 32.8, "ci95": [25.5, 41.2], "regard": 0.5703, "regardCi95": [0.535, 0.607], "salience": 8.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@scarletkc @cognition the usage of opus is very low, it finished in an instant 😵", "link": "https://twitter.com/1946041006463516672/status/2111389323606040698"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@gaur114515 @devinai @cognition @devindevelopers i just run it... just use swe high with opus 5.5\nit burns so slow unless you run 3-4 tasks at a timr", "link": "https://twitter.com/1825243355501973504/status/2111505396619674037"}, {"date": "2026-10-17", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@anurag_barl @devinai i feel you man but hey! the swe2 promo is going until the end of this month and 75% discount is also there for gemini 4 argon.\nand gpt 6.1 sol is pretty nice and efficent in devin too!", "link": "https://twitter.com/1810175539053006848/status/2111597720670793936"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@dabit3 @cognition devin cloud with macos is my go to alternative when for remote building. however, i noticed that for every minutes that the vm is live, it consumes much tokens, and more tokens consumption when it triggered child sessions when the more vm are being used.", "link": "https://twitter.com/1994170271201415170/status/2111269191613641012"}, {"date": "2026-10-06", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition @cognition because if i use fusion with sol 6.1 + swe 2 while my gpt account is connected, it consumes my devin quota; please fix this error, as it is not supposed to deduct from my devin quota in this scenario.", "link": "https://twitter.com/217162510/status/2107482230348034151"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "by the way depending on what model you pick in wind surf you can burn up a week’s tokens in an hour or less.\nrun free models and you can keep building but augment that with unsloth studio if you can.", "link": "https://www.reddit.com/r/windsurf/comments/1wts7vu/reached_free_model_rate_limit_upgrade_to_max_for/pcy64fy/"}]}}, "limits.allowance_change": {"praise": 3, "complaint": 33, "n": 36, "weighted": {"praise": 2.5, "complaint": 22.38}, "praiseShare": 8.3, "ci95": [2.9, 21.8], "regard": 0.5308, "regardCi95": [0.473, 0.599], "salience": 2.3, "receipts": {"praise": [{"date": "2026-09-15", "source": "X", "community": "@cognition", "polarity": "praise", "text": "i'm promoting devin by @cognition at various sites. i've been helped a lot by devin review. i used it when it was $500, but now it's $80 and easier to use. i'm practically an ambassador now.", "link": "https://twitter.com/1596137422055931906/status/2100009288198742222"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@noah_z_zhang @devinai @cognition @devindevelopers oh there are limits lol. right as the swe 2 promo ends? could’ve timed it better!", "link": "https://twitter.com/30328944/status/2111140924944441674"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "i'm grateful really, 2 years, $10 a month, great usage. but with those actual quota limits, i will not stay, i got shit to do.", "link": "https://www.reddit.com/r/windsurf/comments/1x6uw0u/is_the_20_devin_subscription_any_good/pgyzrwz/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "i can see that they reduce rate limit for free models and increase the wait period to recover.", "link": "https://www.reddit.com/r/windsurf/comments/1wts7vu/reached_free_model_rate_limit_upgrade_to_max_for/pdk01yt/"}]}}, "limits.reset_schedule": {"praise": 4, "complaint": 11, "n": 15, "weighted": {"praise": 2.4, "complaint": 6.33}, "praiseShare": 26.7, "ci95": [10.9, 52.0], "regard": 0.5068, "regardCi95": [0.491, 0.524], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@jorybraun bad day to be a gpt plus user, but amazing dayy for the @devinai 20x sub reset 😋😋😋", "link": "https://twitter.com/1289980460244713473/status/2109069901965005306"}], "complaint": [{"date": "2026-09-21", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@romainhuet @figma @box @cognition @tryramp @clairevo @yashbhavnani0 @jmilinovich @hinaljajal @silasalberti why luna reserve is not reseting usage limits on a weekly basis like the limit for other models do ???", "link": "https://twitter.com/2056037308101447680/status/2101863138790367673"}]}}, "limits.usage_meter": {"praise": 3, "complaint": 35, "n": 38, "weighted": {"praise": 1.76, "complaint": 21.51}, "praiseShare": 7.9, "ci95": [2.7, 20.8], "regard": 0.4967, "regardCi95": [0.47, 0.532], "salience": 2.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@chris_wozniczek @cognition i wish there was some place where i could check how many tokens i've used this month - i'm looking around the dashboard but can't see anything like that... i'd be really curious thing to know", "link": "https://twitter.com/423774207/status/2110632740332650808"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/CognitionLabs", "polarity": "complaint", "text": "i used the fusion model with chatgpt from my openai account and free model but devin still counting the quota, now the daily quota is exhausted, and i can't switch to pure chatgpt model to continue, my chatgpt still have quota. what's stupid a bug ", "link": "https://www.reddit.com/r/CognitionLabs/comments/1wz5ayy/sign_in_to_devin_with_chatgpt/pgfqlvs/"}, {"date": "2026-10-12", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "anyone from @cognition @devinai \nim confused on this two usage limit?\n8% is on desktop , 18 % is on cloud \nwhich limit is the correct one lol [link]", "link": "https://twitter.com/932727389523558400/status/2109553958037622943"}]}}, "limits.prompt_cache": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 0.95, "complaint": 0.71}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5028, "regardCi95": [0.498, 0.509], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "billing.overage_charges": {"praise": 0, "complaint": 9, "n": 9, "weighted": {"praise": 0.0, "complaint": 6.29}, "praiseShare": 0.0, "ci95": [0.0, 29.9], "regard": 0.4918, "regardCi95": [0.486, 0.497], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition like dude what do you mean it used on-demand???? i just made the account and never turned that shit on?!!!!!! this is why i stay using @cursor_ai [link]", "link": "https://twitter.com/2081846656610586624/status/2104733700596605120"}, {"date": "2026-09-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "hi @cognition i saw 0netime free promotions”/scan” service on devin,\nbut when i had try the promotion , my credit cost has spike soon.\nrefund or add my credit fee if you can.", "link": "https://twitter.com/1609312198647762946/status/2100859961958179258"}, {"date": "2026-10-11", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition this doesn't work. chatgpt pro connected (\"use your chatgpt plan\" on, 62.5k credits + fresh weekly quota), yet devin burns its own quota — 100% weekly used, $11 on-demand charged. tried oct 5 (case [zip code]), oct 10, today: broken every time. fix the feature or fix the claim.", "link": "https://twitter.com/270392605/status/2109176713775325531"}]}}, "billing.pricing_clarity": {"praise": 1, "complaint": 39, "n": 40, "weighted": {"praise": 0.5, "complaint": 23.75}, "praiseShare": 2.5, "ci95": [0.4, 12.9], "regard": 0.4832, "regardCi95": [0.464, 0.513], "salience": 2.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition i also haven't received much usage information about my devin pro and max. i've always wanted to upgrade to the maximum plan, but they haven't mentioned how much more usage it offers compared to the pro $20 plan, which makes me hesitant to upgrade.", "link": "https://twitter.com/2110945071172554752/status/2111457261952565504"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i just find it so hard to commit to pricing that isn't usage-based. like the amount of daily or weekly usage with devin is not transparent at all. it's just a \"trust us you won't hit your limit, when you do it will cost extra\". is this how all other services operate these days?", "link": "https://www.reddit.com/r/cursor/comments/1x4z6gn/moving_to_devin/pghvpjm/"}, {"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition i assume this refers only to devin cloud use, not on the desktop or cli versions. if so you should make this clear.", "link": "https://twitter.com/30810188/status/2104773813598929079"}]}}, "billing.free_tier": {"praise": 113, "complaint": 43, "n": 156, "weighted": {"praise": 68.47, "complaint": 27.31}, "praiseShare": 72.4, "ci95": [64.9, 78.8], "regard": 0.5476, "regardCi95": [0.52, 0.577], "salience": 9.8, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@cognition", "polarity": "praise", "text": "it's the last day of free swe-2 max in devin... \ni have to say that having a model like this available for free is/was amazing. \nit allowed me to do so much within that month that's insane. \nthanks @cognition - and thanks to @chris_wozniczek for hooking me up with devin.", "link": "https://twitter.com/423774207/status/2110625906528325726"}, {"date": "2026-10-15", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@myththrazz @cognition @chris_wozniczek a month of that for free was a steal. tomorrow's token bill is going to hurt", "link": "https://twitter.com/2986994787/status/2110647404366020898"}, {"date": "2026-10-14", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@ultari_x @cognition @devinai @devindevelopers unlimited swe 2, i hope they extend it.\ni've used like billions in this month. unlimited", "link": "https://twitter.com/1825243355501973504/status/2110181212274794637"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "so it will not extend the promotion and there will not even be a free glm, and this was really the last time i pay for a subscription, and you should be thankful that i paid two days ago otherwise i would have canceled immediately and not paid the renewal.", "link": "https://www.reddit.com/r/windsurf/comments/1x6k0p0/looks_like_its_the_last_day_of_enjoying_a_free/pgyn8uh/"}, {"date": "2026-10-15", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@chris_wozniczek @cognition @devindevelopers this is kinda annoying when you get to know swe 2 free is being taken away on 16th !! 😢🚨⚠️", "link": "https://twitter.com/1125758439915806721/status/2110633915916644758"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "glm 5.2 stopped being free and i switched to swe and now that’s no longer free either, im already considering switching to codex", "link": "https://www.reddit.com/r/windsurf/comments/1wycu5h/devin_is_now_40_cheaper/pf0i8u1/"}]}}, "billing.subscription_portability": {"praise": 14, "complaint": 26, "n": 40, "weighted": {"praise": 11.06, "complaint": 20.24}, "praiseShare": 35.0, "ci95": [22.1, 50.5], "regard": 0.4916, "regardCi95": [0.47, 0.512], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@mirzalex @cognition finally getting to use my existing allowance for devin makes this actually worth trying out", "link": "https://twitter.com/1583997574498816000/status/2108841666249650545"}, {"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@cognition connecting personal chatgpt plan to devin is super convenient feature", "link": "https://twitter.com/2098810767898456064/status/2108915402625716432"}, {"date": "2026-10-09", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@cognition using the plan i already pay for is the right call. one less bill to track", "link": "https://twitter.com/1553835048/status/2108692745447706724"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition there is a bug with the gpt subscription. sometimes, using gpt fails directly and consumes the quota, possibly limited to using the gpt subscription only.", "link": "https://twitter.com/2098049380192583680/status/2111635796671463565"}, {"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@scarletkc @cognition the teams version of chatgpt actually cannot use devin, please solve it quickly.", "link": "https://twitter.com/2109578112971444224/status/2111383783689879735"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@laz01l @markfenner i’m in the same boat. i don’t understand why we can’t use our chatgpt account or free models when the week or daily usage is out. @devindevelopers @cognition", "link": "https://twitter.com/2096422608065413122/status/2111084232504123791"}]}}, "setup.install_signin": {"praise": 9, "complaint": 20, "n": 29, "weighted": {"praise": 5.06, "complaint": 13.17}, "praiseShare": 31.0, "ci95": [17.3, 49.2], "regard": 0.513, "regardCi95": [0.492, 0.536], "salience": 1.8, "receipts": {"praise": [{"date": "2026-09-16", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "woooooow. the mac / ios stuff on @devinai \"just works\". did zero setup and it is off to the races. [link]", "link": "https://twitter.com/9083902/status/2100372172195655785"}, {"date": "2026-09-16", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "one thing that's really cool about @devinai is how easy it is to switch between accounts on all their platforms\ni have a $20 sub handling a fun ios/watchos app im making with my friends and a $200 sub on real work both working simultaneously with no issues\njust need a mobile app now", "link": "https://twitter.com/2039180837434834944/status/2100206907986268526"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devinai @devindevelopers @cognition \ni need help.\ni logged in into devin directly with gpt account, then i cannot connect it to my devin pro account anymore, how to resolve this?", "link": "https://twitter.com/1825243355501973504/status/2108389450183036991"}, {"date": "2026-10-06", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "devin iphone app, i can't change my account even after logging out and logging back in. i'm in trouble. \n@cognition", "link": "https://twitter.com/1596137422055931906/status/2107338907176300748"}, {"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition cannot login with my chatgpt sub, it shows \"no account found for this email\". why should i use two identical emails here?", "link": "https://twitter.com/752498653894418433/status/2105105288835789194"}]}}, "setup.provider_byok_local": {"praise": 3, "complaint": 9, "n": 12, "weighted": {"praise": 2.05, "complaint": 5.13}, "praiseShare": 25.0, "ci95": [8.9, 53.2], "regard": 0.4921, "regardCi95": [0.481, 0.501], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "@cognition", "polarity": "praise", "text": "devin got up to 40% more cost-efficient, and i've plugged my own openai subscription in. early access to devin mobile (iphone beta) means i can build away from my macbook. always on call. @cognition these guys are cooking. 🔥\ncost per task is the number to watch. know yours? [link]", "link": "https://twitter.com/148911816/status/2105916765897150681"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "if @devinai make ui like @t3dotcodes desktop, will be unbeliveble. \nand if i can conect my claude and codex cli, will be imbatible. \ndont force me to use swe / your api models in cloud. it kill me. \nyou can do de the best harness model agnostic. \nyou have the cloud, why i cant conect my cli on youcloud, and use my accounts? i will like it. \n@devindevelopers @dabit3", "link": "https://twitter.com/351635936/status/2108238240951968001"}]}}, "setup.extensions_mcp": {"praise": 12, "complaint": 11, "n": 23, "weighted": {"praise": 7.41, "complaint": 5.85}, "praiseShare": 52.2, "ci95": [33.0, 70.8], "regard": 0.5038, "regardCi95": [0.489, 0.517], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@markfenner @devinai @interaction @bot @linear thanks! it has a lot of moving parts but works really well!", "link": "https://twitter.com/2762687112/status/2105467435495325966"}, {"date": "2026-09-01", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@trywindmill @devinai @cognition it came out!! devin (@cognition) in windmill: build and delegation in the same view. i tie the ticket to the panel — without this, what the engineer released disappears from the radar.", "link": "https://twitter.com/326479892/status/2094811188236365916"}, {"date": "2026-09-03", "source": "X", "community": "@cognition", "polarity": "praise", "text": "solid first @cognition @dabit3 automation triage, ggwp\n> goes bed, merges 46k loc 8 pr stack\n> complains to @0xashrk that we need to step up our devops cause i broke it all\n> @notion, @vercel, @sentry, @askginadotai mcps connected to @devinai \n> generates an automation to smoke screen test our mcp, double check against vercel and sentry, opens a pr, fixes observability gaps first if unable to debug, opens an in review @notionhq ticket", "link": "https://twitter.com/1654107158/status/2095519966824972508"}], "complaint": [{"date": "2026-09-10", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition but still can't direct message devin in ms teams.", "link": "https://twitter.com/26891656/status/2098155044952760786"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "been using devin locally exclusively since they announced cascade was sunsetting. little disappointed they've not moved across the workflows, as being able to use `/` was great. have to reference a skill now which some of the ai moan a little about", "link": "https://www.reddit.com/r/windsurf/comments/1wbkalf/we_are_full_on_devin_now_lol/p8u7mdw/"}, {"date": "2026-09-01", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition wanted to connect google drive mcp server with devin. followed the steps:\n1. created gcloud credentials\n2. enabled gdrive and mcp apis\n3. copied client id and secret\nstill getting unauthroized 401 errors.", "link": "https://twitter.com/1597520550791942145/status/2094829185613103374"}]}}, "setup.onboarding_docs": {"praise": 4, "complaint": 14, "n": 18, "weighted": {"praise": 2.16, "complaint": 8.18}, "praiseShare": 22.2, "ci95": [9.0, 45.2], "regard": 0.5001, "regardCi95": [0.487, 0.517], "salience": 1.1, "receipts": {"praise": [{"date": "2026-09-25", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@matthewcp tbh @cognition’s devinwiki is really good for this", "link": "https://twitter.com/1595924352/status/2103536577209094392"}], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@oscarlehuu @cognition @cognition are putting in some serious work. however, their software (devin desktop/cloud) still feel kinda confusing to me. there still is a chasm between desktop (windsurf) and cloud. they don't feel like a single unified experience...yet.", "link": "https://twitter.com/1446549744621391877/status/2102334588202651831"}, {"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition really half-assed its subscription-integration with @chatgpt. cannot use the same email for both, and whatever workflow instructions are provided to integrate in-account don’t work or exist.", "link": "https://twitter.com/470347011/status/2105247410771665093"}]}}, "setup.ide_integration": {"praise": 11, "complaint": 6, "n": 17, "weighted": {"praise": 5.89, "complaint": 2.87}, "praiseShare": 64.7, "ci95": [41.3, 82.7], "regard": 0.5073, "regardCi95": [0.497, 0.517], "salience": 1.1, "receipts": {"praise": [{"date": "2026-09-16", "source": "Reddit", "community": "r/windsurf", "polarity": "praise", "text": "for me, the integration into the ide is crucial. i want to be anle to see my source file structure and open files in the editor. devin and antigravity does this. other tools give you a chatbox an ots like shooting in the dark because your code is not in front of you.\nperhaps i'm missing something.\n", "link": "https://www.reddit.com/r/windsurf/comments/1whbowm/not_a_happy_camper/pa6epkm/"}, {"date": "2026-09-03", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@niklaslenz_ai @lottolabs @da7_tech @cognition needed it for reworking my own custom mixed-precision quant! the interface's pretty sweet (similar to cursor/vsc) and the plan's plenty, imo.", "link": "https://twitter.com/1492053555381174280/status/2095568626975990107"}, {"date": "2026-09-01", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@embw_l0x @cognition @devindesktop try it you gonna love it, the harness is really good and you can use almost any model through the model picker not only claude and codex but a lot of other ones as well, its a very good system nice editor.", "link": "https://twitter.com/2078757722363740160/status/2094900765303136693"}], "complaint": [{"date": "2026-09-15", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "i'm a little confused. i had a windsurf account, and a plugin for intellij. now that seems to be a devin account and there's no devin plugin and the windsurf plugin doesn't work anymore. right? are there expecting me to download devin desktop and drop intellij?", "link": "https://www.reddit.com/r/windsurf/comments/1tzk0cx/why_did_windsurf_become_devin_desktop_and_can/pa150f4/"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "please do a better update that i could use the codex extension on the devin fork. it work in the cli but on on the devin fork so fix it cauese i use both devin and the extension of codex in your vs fork and its annoying it doesnt work there and i canr use astra cauese the version is too old. for sure its something with your update so please fix it...", "link": "https://www.reddit.com/r/windsurf/comments/1w8rx71/cant_use_astra_on_codex_extension_on_the_devin/"}]}}, "models.catalog_access": {"praise": 44, "complaint": 15, "n": 59, "weighted": {"praise": 26.64, "complaint": 7.89}, "praiseShare": 74.6, "ci95": [62.2, 83.9], "regard": 0.5995, "regardCi95": [0.568, 0.632], "salience": 3.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@altagers @cognition i switched to devin and droid because i have every model in one sub and both harnesses are really great", "link": "https://twitter.com/1466416677713854477/status/2111810899011059755"}, {"date": "2026-10-13", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@chris_wozniczek @devinai @cognition i'm very happy that devin allows me to use gemini 4 argon!", "link": "https://twitter.com/1067085110372171779/status/2110109819827060818"}, {"date": "2026-10-13", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@nando_g_ai @devinai i think right now it's the best for having all models in one.", "link": "https://twitter.com/2034540258365489152/status/2110079410791485450"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition weird gpt-6.1 doesn't have the use with chatgpt plan toggle", "link": "https://twitter.com/34314592/status/2105008282058584444"}, {"date": "2026-09-23", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition why don’t i have access to the new opus and gpt models in devin cloud?", "link": "https://twitter.com/39675957/status/2102559134272868403"}, {"date": "2026-09-12", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "i'm tried @cognition on free plan.\nswe-1.6 slow model is the only model available, but it's not slow at all!. i wish i have access to latest model as well.", "link": "https://twitter.com/1534111445985636352/status/2098665173670334911"}]}}, "models.routing_auto": {"praise": 23, "complaint": 14, "n": 37, "weighted": {"praise": 13.25, "complaint": 7.91}, "praiseShare": 62.2, "ci95": [46.1, 75.9], "regard": 0.5473, "regardCi95": [0.523, 0.571], "salience": 2.3, "receipts": {"praise": [{"date": "2026-09-12", "source": "X", "community": "@cognition", "polarity": "praise", "text": "swe-2 is very good.\nas expected.\n@devinai has been the most agi-tinted eng harness for a while and fusion has been the only model router worth trusting.\n@cognition has a magic to them that other 3p harness shops haven't figured out. (i have no affiliation.)", "link": "https://twitter.com/3354361/status/2098585006092190035"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@dabit3 @robinebers @cognition @willyxiao1 why devin cloud fusion does not allow you to choose which frontier model and which helper model, please fix [link]", "link": "https://twitter.com/2002397531226148864/status/2105807119568245010"}, {"date": "2026-09-28", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devindesktop @cognition i think you use openai mini model to cheat us.", "link": "https://twitter.com/2079628486055178240/status/2104462341832327395"}, {"date": "2026-09-28", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition it was doing that but in last week start using more frontier model than sidekicker where almost all prompts are coding thats happen since last update", "link": "https://twitter.com/460970315/status/2104644778570756572"}]}}, "models.effort_control": {"praise": 5, "complaint": 6, "n": 11, "weighted": {"praise": 2.16, "complaint": 3.11}, "praiseShare": 45.5, "ci95": [21.3, 72.0], "regard": 0.4984, "regardCi95": [0.49, 0.506], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-23", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@lotusdecoder @cognition @cursor_ai actually, medium is enough, the official default is this, it's fast and easy to use.", "link": "https://twitter.com/933950123096227840/status/2102787686696452517"}, {"date": "2026-09-17", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@hraness @devinai devin using swe-2 high is the hack of the month! cooking", "link": "https://twitter.com/1431011607161806850/status/2100490391137001548"}, {"date": "2026-09-04", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@dabit3 @devinai @cognition @devindesktop love that model effort selection is just a thing of beauty", "link": "https://twitter.com/1917637884967792640/status/2095987531565183042"}], "complaint": []}}, "models.quality_drift": {"praise": 26, "complaint": 13, "n": 39, "weighted": {"praise": 14.04, "complaint": 7.48}, "praiseShare": 66.7, "ci95": [51.0, 79.4], "regard": 0.5513, "regardCi95": [0.526, 0.576], "salience": 2.5, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@bcamhi @cognition very cool org to do marketing for\ndevin is actually good now", "link": "https://twitter.com/485519497/status/2102101165395587289"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/windsurf", "polarity": "praise", "text": "i am excited about swe-2 and feel it is a significant improvement over swe-1.7; that was also my feeling during the first tests of kimi k3, and i am glad that swe has now caught up with that.", "link": "https://www.reddit.com/r/windsurf/comments/1wd432p/swe2_first_experiences/p9c7l6k/"}, {"date": "2026-10-07", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@duro1919 @devinai me too, once it landed i was so happy, i actually had access to it before they released it without even knowing the benchmarks and everything so i was less shocked with the official release but it is such a massive improvement from swe 1.7 which i considered decent at the time", "link": "https://twitter.com/2034540258365489152/status/2107878106635649438"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "the intelligence of swe-2 has seriously declined in the last few hours @cognition @devindevelopers \ni have to re-enable kimi k3 #hermes", "link": "https://twitter.com/2018156578617090049/status/2110014289776156767"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "i'm holding out because i'm used to devin, but devin—especially this month—is pushing me to give up on him. i think i'll switch to claude code.", "link": "https://www.reddit.com/r/windsurf/comments/1wiv9v6/i_think_windsurf_has_become_unusable/paiu4f9/"}, {"date": "2026-09-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "the server capacity of devin still seems insufficient, swe-2 is particularly slow now, and it has already become a bit less intelligent 🫠\nquickly increase the computing power @cognition 🥺", "link": "https://twitter.com/2055515632146472960/status/2100800965997928941"}]}}, "context.instruction_files": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.84, "complaint": 1.97}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.4966, "regardCi95": [0.489, 0.504], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@mystere___ @cognition it’s not all compatibility problems tho. devin supports a bunch of open standards and other harness semantics - prefer claude.md files to agents.md files? devin supports both. a myriad of other cross harness standards converge in devin.", "link": "https://twitter.com/1095784409683374080/status/2109016245890883999"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@mystere___ @cognition if you have a lovely composed tree of agents.md files that works great in codex, your devin agent will get overwhelmed because the injection persists beyond the lifetime of the agents activity in that scope.", "link": "https://twitter.com/1095784409683374080/status/2109009168959168649"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "this model is way worse than glm, even swe1.6. is constantly overengineering stuff; it is slow; it gets into certain loops that have nothing to do with the task; it disobeys [agent.md]([link]) files because of strange decisions.... \nit is not a model that you could rely on, and it is annoying! it can not be a sole free pro plan model.", "link": "https://www.reddit.com/r/windsurf/comments/1wgnx1b/introducing_swe2/pf05o84/"}]}}, "context.instruction_following": {"praise": 5, "complaint": 4, "n": 9, "weighted": {"praise": 2.93, "complaint": 2.19}, "praiseShare": 55.6, "ci95": [26.7, 81.1], "regard": 0.5101, "regardCi95": [0.499, 0.524], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@noah_z_zhang @devindesktop @devinai @cognition it's definitly better than sol. it does what it's told like it cares. fable always aprovesits work.", "link": "https://twitter.com/1406556428840603649/status/2104937771127525785"}, {"date": "2026-09-11", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "i used swe-2 max in @devinai to improve my temperature anomaly map that astra did in one shot (right) and i'm happy with the results (left).\ni'm especially impressed with swe-2: it follows instructions and delivers exactly what was asked [link]", "link": "https://twitter.com/2905330823/status/2098388171302043786"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "you probably got a quantized model. tell it to provide a handoff and start over.\nbut before you do that, get a second opinion from swe-2 or deepseek.\nyou'd also probably get better results if you just used swe-2 and told it to call codex cli astra as an advisor. devin doesn't block itself on tests and such so much and does what you ask.", "link": "https://www.reddit.com/r/codex/comments/1wm88ng/stuck_in_the_mud_spinning_the_wheels_but_no/pb4tx7q/"}], "complaint": [{"date": "2026-09-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition and that wraps that. the swe2 model has 0 adherence to prompt safety. tell it to do something a specific way, if it fails, it doesn't flag it and tries to workaround instead.. tell it not to do something, it will take that as instruction to do it. its just shit tier.", "link": "https://twitter.com/1917224549604605953/status/2101091262363492357"}, {"date": "2026-10-05", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition the biggest problem with devin cli is that it cannot analyze your conversational intent. it is very inclined to modify the code; when you ask it a question, it will immediately change the code and provide the result, rather than communicating with you. claude code is quite good.", "link": "https://twitter.com/882031786582093824/status/2107166578647478669"}]}}, "context.clarifying_questions": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.69}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4965, "regardCi95": [0.492, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 1, "complaint": 6, "n": 7, "weighted": {"praise": 0.71, "complaint": 4.07}, "praiseShare": 14.3, "ci95": [2.6, 51.3], "regard": 0.4989, "regardCi95": [0.49, 0.511], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "context.compaction": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 1.13, "complaint": 0.92}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.502, "regardCi95": [0.497, 0.509], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "okay @cognition has done some good shit to the compaction of swe 2, or whatever they are using, its really good", "link": "https://twitter.com/1957706668034387968/status/2098157280894292227"}], "complaint": [{"date": "2026-09-07", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition please add compaction threshold limits to devin cli, only been using glm 5.3 flash and usage has been draining like crazy because there's no way to properly auto compact the context windows at lower context [link]", "link": "https://twitter.com/1617493632025776131/status/2096847646464090320"}]}}, "context.session_memory": {"praise": 12, "complaint": 8, "n": 20, "weighted": {"praise": 9.25, "complaint": 5.22}, "praiseShare": 60.0, "ci95": [38.7, 78.1], "regard": 0.5134, "regardCi95": [0.498, 0.528], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "@cognition", "polarity": "praise", "text": "[link]\n🚀🚀🚀 memories, one of the most awesome cascade features and the reason i loved windsurfing so much, is back! thank you so much, @cognition! #devin", "link": "https://twitter.com/805962687851200516/status/2107874422531277305"}, {"date": "2026-10-05", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@cognition @cognition tried it on the memory claude code kept for my project: 19 notes over 10 days.\nmade it a git repo. a fresh devin session recalled what claude code had learned, then dreamed on it: 21 commits, 19 → 14 notes, duplicates merged, stale notes gone. [link]", "link": "https://twitter.com/195622492/status/2107178413241106799"}, {"date": "2026-10-05", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@cognition congrats! i use devin every day, so having it remember how i work across sessions is a big deal. keep up the awesome work! [link]", "link": "https://twitter.com/1137169325092040705/status/2107251234843382025"}], "complaint": [{"date": "2026-09-18", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "devin bug: changed files in a chat session disappear if opening a new session in agent mode\n[removed]", "link": "https://www.reddit.com/r/windsurf/comments/1wk5uj0/devin_bug_changed_files_in_a_chat_session/"}, {"date": "2026-09-14", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devindesktop @windsurf @cognition @_akhaliq @rahyengan @themidasproj @ylecun @rowancheung 3. @devindesktop but later that day it automatically suggested what it should have long forgotten out of nowhere [link]", "link": "https://twitter.com/2098243273890705408/status/2099333865412456929"}]}}, "context.codebase_retrieval": {"praise": 6, "complaint": 5, "n": 11, "weighted": {"praise": 2.69, "complaint": 1.91}, "praiseShare": 54.5, "ci95": [28.0, 78.7], "regard": 0.5032, "regardCi95": [0.497, 0.51], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-16", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@jaredpalmer @devinai i like that you can just tell devin what you want it to look for and let it go through the whole codebase", "link": "https://twitter.com/1448193839424884739/status/2100290634276078043"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/CognitionLabs", "polarity": "praise", "text": "definitely better security management and quality over your project and deep wiki it's the best you can find on the market. so the knowledge about your project by the agent its the best available.", "link": "https://www.reddit.com/r/CognitionLabs/comments/1wdgx7o/devin_advantages_over_cursor/p9plvf5/"}], "complaint": []}}, "context.attachments": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.5, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5003, "regardCi95": [0.496, 0.505], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devinai @cognition when using fusion model, if i paste a few images into a prompt, i get this error.\nthey are not huge images. smallish screenshots, or compressed reference images from the web.\nwith codex or claude i can paste a lot of images, and have never run into this with those models/harnesses.\ni cannot recover the session until i compact, and then i have to download the images somewhere and point the agent at them to view.", "link": "https://twitter.com/723067668/status/2104408622050738415"}]}}, "work.capability": {"praise": 337, "complaint": 59, "n": 396, "weighted": {"praise": 199.49, "complaint": 32.58}, "praiseShare": 85.1, "ci95": [81.3, 88.3], "regard": 0.638, "regardCi95": [0.611, 0.662], "salience": 24.9, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@dominiconorton @devinai devin chose my fpl team for me, suggests any subs or transfers every week - result: im first in my league lfg", "link": "https://twitter.com/1948445208594591746/status/2111491664078590154"}, {"date": "2026-10-16", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "got sol 6.1 on @devinai to create a tauri application in less than 30 minutes to help me manage themes on our temu crystal ball. pretty awesome. [link]", "link": "https://twitter.com/1118175955/status/2111187859197804930"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/windsurf", "polarity": "praise", "text": "yerrrr but what if it was another model.... for me swe2 is rather good.. about 170,000 lines of code in the last month alone", "link": "https://www.reddit.com/r/windsurf/comments/1x6k0p0/looks_like_its_the_last_day_of_enjoying_a_free/pgwh9u3/"}], "complaint": []}}, "work.frontend_ui": {"praise": 6, "complaint": 7, "n": 13, "weighted": {"praise": 3.78, "complaint": 4.54}, "praiseShare": 46.2, "ci95": [23.2, 70.9], "regard": 0.5004, "regardCi95": [0.489, 0.512], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "shoutout to @cognition and devin for helping with ui layouts and rapid iteration throughout the build. 🙏\nfeedback welcome — especially from clinicians and folks in rural health.\n#localai #healthtech #ondeviceinference #ruralhealth #cognitionai #devinai [link]", "link": "https://twitter.com/759075055/status/2108732034575471092"}, {"date": "2026-09-06", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@hillybets @cognition i only have been editing the frontend for now and in my opinion it has improved from that slop i had.", "link": "https://twitter.com/2080910665041010688/status/2096670803496681579"}, {"date": "2026-09-16", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@alekszuravlovs @devinai i got the max plan till the end of the month.\nfor this deployment pipeline devin decomposed the script (5.5k lines) which was built over some time outside devin using other tools.\ndevin really helped in improving the layouts and the ui/ux overall and refactoring the codebase.", "link": "https://twitter.com/1878743506094895104/status/2100263551336382864"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "@noah_z_zhang @dabit3 @devindesktop @devinai @cognition yeah it suck’s at design\ni like fusion for code but holy shit man this is based on kimi and swe-2 might as well be minis legally blind cousin", "link": "https://twitter.com/1773217467558744064/status/2104625056819376396"}, {"date": "2026-09-23", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "@princeradebe @devinai i've been battling the icon to just scale properly 🤦♂️", "link": "https://twitter.com/1593138580288856064/status/2102731017832612199"}, {"date": "2026-09-15", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@ashwinvel94 @rezoundous @cognition @opencode i tried swe-2 but it sucks with design.", "link": "https://twitter.com/2371185438/status/2099850073631064443"}]}}, "work.bug_diagnosis": {"praise": 12, "complaint": 0, "n": 12, "weighted": {"praise": 8.43, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [75.7, 100.0], "regard": 0.5152, "regardCi95": [0.507, 0.524], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "our eng team put devin on the on-call rotation. it investigates alerts, finds the root cause, and opens a tested pr for review. \nexcited for our friends at @cognition to be officially launching this one! [link]", "link": "https://twitter.com/94682674/status/2110916182580809832"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "our eng team put devin on the on-call rotation. it investigates alerts, finds the root cause, and opens a tested pr for review. excited for our friends at @cognition to be officially launching this one! dlvr.it/tvx5r5 [link]", "link": "https://twitter.com/143874022/status/2110918657547342125"}, {"date": "2026-09-30", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@boardyai @devinai it really was. chrome honored the gamma chunk and ffmpeg didn't, so the still and the matching video frame looked like two different shots. swe-2 found it by measuring pixel values across the cut instead of eyeballing it. the fix goes into showtime's snapshot command next.", "link": "https://twitter.com/195622492/status/2105341028882653686"}], "complaint": []}}, "work.regressions_introduced": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.42, "complaint": 1.54}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.5056, "regardCi95": [0.496, 0.525], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-12", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@_colton_harris @cognition decomposition of monolithic files happened successfully no vandalism.", "link": "https://twitter.com/1878743506094895104/status/2098703668711490019"}], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "@hraness @devinai @zeddotdev 99% of the time, this ai fixes bugs it has created, while creating 2x more bugs…", "link": "https://twitter.com/83444822/status/2102889437093056804"}]}}, "work.scope_overreach": {"praise": 3, "complaint": 7, "n": 10, "weighted": {"praise": 1.55, "complaint": 3.9}, "praiseShare": 30.0, "ci95": [10.8, 60.3], "regard": 0.5298, "regardCi95": [0.495, 0.572], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@bridgemindai @cognition ive been using this model for the last few weeks, and in the devin harness it has had better output than astra for the work ive been doing. it seems to just get stuff done without over engineering or overlayering the code", "link": "https://twitter.com/2078979683388108800/status/2098171426419392806"}, {"date": "2026-09-08", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@j6aoo @devinai @dabit3 once the project gets serious, that is the part. it plans well and holds a strict contract. it sticks to the pr and the project instead of running off on a tangent.\nthe guys over there cook.", "link": "https://twitter.com/1767231492793434113/status/2097448305022165395"}], "complaint": [{"date": "2026-10-09", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "swe2 tends to produce overengineered things really slowly. it is not reliable for usage, long tasks and surely can not be the only plan out there. it is not mature enough. ", "link": "https://www.reddit.com/r/windsurf/comments/1wd432p/swe2_first_experiences/pespl5e/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "this model is way worse than glm, even swe1.6. is constantly overengineering stuff; it is slow; it gets into certain loops that have nothing to do with the task; it disobeys [agent.md]([link]) files because of strange decisions.... \nit is not a model that you could rely on, and it is annoying! it can not be a sole free pro plan model.", "link": "https://www.reddit.com/r/windsurf/comments/1wgnx1b/introducing_swe2/pf05o84/"}]}}, "work.stuck_loops": {"praise": 2, "complaint": 13, "n": 15, "weighted": {"praise": 1.09, "complaint": 7.61}, "praiseShare": 13.3, "ci95": [3.7, 37.9], "regard": 0.521, "regardCi95": [0.488, 0.562], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-25", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@learnmore_smart @cognition @devindesktop i love it\nwhat i love most about swe2 is i almost never find unproductive loops", "link": "https://twitter.com/1016368499764035584/status/2103588297901830160"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "what the check a simple.imort turned into 12 hours and there more with devin ai @cognition [link]", "link": "https://twitter.com/2108480245279993856/status/2109661959767425475"}, {"date": "2026-09-22", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "my @devinai experience in a nutshell… like cursor it seems to never notice when it is stuck and just waits forever? [link]", "link": "https://twitter.com/63583842/status/2102432788112871614"}, {"date": "2026-09-13", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devindesktop @cognition bros why does my swe 2 gets stuck randomly 😭😭😭😭", "link": "https://twitter.com/1662808632507940868/status/2099068313037160711"}]}}, "work.premature_stop": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 3.22}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4957, "regardCi95": [0.492, 0.499], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-21", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@da7_tech ok, i bit and signed up to @cognition @devindesktop with a pro subscription. \ni asked it to do a scan on one repo. \nit ran for about 20-25 minutes.\nit didn't finish [link]", "link": "https://twitter.com/2071953914182725633/status/2102138818736300445"}, {"date": "2026-09-17", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition hi glm 5.3 flash on devin is constantly stopping mid work. on latest desktop version. it wasnt like this before. pls fix this", "link": "https://twitter.com/1392605672794034182/status/2100696367614300178"}]}}, "work.long_running_autonomy": {"praise": 47, "complaint": 2, "n": 49, "weighted": {"praise": 28.83, "complaint": 1.19}, "praiseShare": 95.9, "ci95": [86.3, 98.9], "regard": 0.5366, "regardCi95": [0.52, 0.553], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "i'm 17. for one month, devin was my entire engineering team.\ni woke up to 67 prs. 44 merged. i built an os, local ai models and a native multi-agent app between classes.\neverything i learned about @cognition @devinai 👇\n[link]", "link": "https://twitter.com/1810175539053006848/status/2110945930258399539"}, {"date": "2026-10-15", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@chris_wozniczek @cognition @devindevelopers i didnt even notice i need goal mode most of the time its like on goal mode lol", "link": "https://twitter.com/932727389523558400/status/2110624955897659860"}, {"date": "2026-10-13", "source": "X", "community": "@cognition", "polarity": "praise", "text": "devin is crazy🤯\nfusion, opus 5.5 medium + swe2 high\nomg.\nrunning for half a day already\ndevin pro\n@cognition @devinai @devindevelopers [link]", "link": "https://twitter.com/1825243355501973504/status/2109858480542617930"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@riqwanmthamir @cognition @cursor_ai cursor maybe, but devin is horrible. openai model do work way better in codex for long running task, typically beyond third compaction, codex will be way ahead. for short task, depending on which benchmark everyone will claim they are ahead.", "link": "https://twitter.com/116643108/status/2107533747696566720"}, {"date": "2026-09-04", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@dabit3 @devinai @cognition @devindesktop banger. hey fam devin be cool but any idea if /goal will become a thing? loop just aint working the same", "link": "https://twitter.com/2036270919757471747/status/2096001952375271597"}]}}, "work.multi_agent_orchestration": {"praise": 50, "complaint": 26, "n": 76, "weighted": {"praise": 32.43, "complaint": 13.4}, "praiseShare": 65.8, "ci95": [54.6, 75.5], "regard": 0.5124, "regardCi95": [0.49, 0.534], "salience": 4.8, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@cognition", "polarity": "praise", "text": "being able to spin up child vms is a crazy experience which i highly recommend everyone giving a shot!\nmy personal best is 50 >:) (sorry @cognition) [link]", "link": "https://twitter.com/1463714589518884865/status/2107533260050083935"}, {"date": "2026-10-03", "source": "X", "community": "@cognition", "polarity": "praise", "text": "wtf!!!!!\n72 hours no stop!!!!!!!!!!\nlet's see if we can reach 100 subagents in devin!!!\ncognition is goated!!!\n@cognition @devindevelopers @devinai [link]", "link": "https://twitter.com/1825243355501973504/status/2106534665397915760"}, {"date": "2026-09-27", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@markfenner @devinai just ran 40 in parallel today \ni can’t believe it worked", "link": "https://twitter.com/28648160/status/2104037155891036195"}], "complaint": [{"date": "2026-09-14", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "hello @cognition if you are reading this it's weird how the agent cannot create subagents that inherit its slug e.g. swe-2. [link]", "link": "https://twitter.com/1892774905789501441/status/2099311538763186456"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "thiiis, its literally impossible to run subagents with same access of main agent. workaround is a script using devin -p or orchestrating acp.", "link": "https://www.reddit.com/r/windsurf/comments/1w4ezzy/devin_local_subagents_detoriates_the_output/p7e2c3x/"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4995, "regardCi95": [0.498, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 2, "complaint": 7, "n": 9, "weighted": {"praise": 1.34, "complaint": 4.54}, "praiseShare": 22.2, "ci95": [6.3, 54.7], "regard": 0.5002, "regardCi95": [0.49, 0.513], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-20", "source": "X", "community": "@cognition", "polarity": "praise", "text": "i've been testing out devin from @cognition for the past few days. it refuses to merge prs, forcing you to read them which i think is a great example of intentional friction!", "link": "https://twitter.com/15290915/status/2101696751589568621"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "last night i had the worst experience with devin from @cognition so far. devin deleted all the previous progress and switched branches.\ni will never use devin for any backend work. cannot be trusted [link]", "link": "https://twitter.com/1536786963843403780/status/2110641298466340937"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "bro, how is that possible? i told it to double-check, stop, and report before any destructive actions; what do you have in your cursor ide rules? once devin delete a good chunk of my code since then i dont give them free hand no more", "link": "https://www.reddit.com/r/cursor/comments/1wur8i7/composer_wiped_out_my_whole_drive/pd67aie/"}, {"date": "2026-09-29", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "scary stuff - @devinai accidentally dumped my environments keys into a open source pr\nrotated and revoked but shocked this is something the agent can do? [link]", "link": "https://twitter.com/774465095485181952/status/2104762201592709187"}]}}, "work.git_workflow": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.3, "complaint": 0.5}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5038, "regardCi95": [0.498, 0.511], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "pr was too big so i just made @devinai split it. 8 prs, 112 commands\ni did nothing", "link": "https://twitter.com/1082703998161965057/status/2102072295413944480"}], "complaint": [{"date": "2026-09-15", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition why does devin try and inject itself into every single git commit i make through it. its so annoying and shady.", "link": "https://twitter.com/2093566660145733632/status/2099996752233242817"}]}}, "work.computer_browser_use": {"praise": 6, "complaint": 10, "n": 16, "weighted": {"praise": 3.27, "complaint": 5.0}, "praiseShare": 37.5, "ci95": [18.5, 61.4], "regard": 0.4946, "regardCi95": [0.484, 0.504], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-15", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@francedot @cognition @trycua the devin cua tool on mac is… pretty freaking good. uses all the hidden macos apis and xpc magic :)", "link": "https://twitter.com/2809259849/status/2099900440272121883"}, {"date": "2026-09-14", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@ctrlaltdwayne @cognition just use devin provider in omp. computer use built in better than codex", "link": "https://twitter.com/46256612/status/2099387800693207165"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "@dabit3 @yongquanyq @devinai devin couldn’t spin up android emulator when i asked. had macos device running.", "link": "https://twitter.com/214051336/status/2104657964317778160"}, {"date": "2026-09-15", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "the built-in browser function of @cognition is too rudimentary compared to cursor and codex. the element selector is difficult to use, it cannot reference area screenshots, and the agent cannot visually operate the built-in browser, which greatly limits the convenience of front-end development and the capabilities of agent automated testing.", "link": "https://twitter.com/1236527033435312128/status/2099904812749844666"}, {"date": "2026-09-23", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@fei2411 @devindesktop @cognition @devinai the blogger wants the official website to properly improve its desktop version, as there is no computer use. browser automation. multiple agent sessions are still lagging.", "link": "https://twitter.com/1178669733572423680/status/2102558550576992283"}]}}, "work.safety_refusals": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.71, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5057, "regardCi95": [0.5, 0.518], "salience": 0.1, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@da7_tech @cognition pretty solid model, the main reason i use is they rarely wrongly flag or avoid my project to cybersecurity bs", "link": "https://twitter.com/1132515846582964230/status/2106650655679275505"}], "complaint": []}}, "work.permission_prompts": {"praise": 0, "complaint": 9, "n": 9, "weighted": {"praise": 0.0, "complaint": 5.27}, "praiseShare": 0.0, "ci95": [0.0, 29.9], "regard": 0.4916, "regardCi95": [0.485, 0.497], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-18", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "@januarycomputer @jjacky i paid 20 bucks to try @devinai and haven't used any of it because the smart permissions doesn't work in the desktop interface, it kept stopping to ask approval for nothing, and i can't be fucked to fiddle with it and just cutting my losses.", "link": "https://twitter.com/46284019/status/2100824388212035795"}, {"date": "2026-09-15", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "man @cognition’s devin’s auto permissions feels sooo 2025 :(", "link": "https://twitter.com/1521942376880951296/status/2099662193872794100"}, {"date": "2026-09-14", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@thesherlocker @cognition i tried the desktop because the max plan says “increased usage” instead i had to sit there any babysit commands because apparently it can take itself out of bypass mode - switched back to cli immediately", "link": "https://twitter.com/587982527/status/2099594000365990337"}]}}, "work.plan_mode": {"praise": 3, "complaint": 0, "n": 3, "weighted": {"praise": 1.77, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [43.8, 100.0], "regard": 0.5037, "regardCi95": [0.5, 0.509], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "work.response_verbosity": {"praise": 4, "complaint": 3, "n": 7, "weighted": {"praise": 2.09, "complaint": 1.21}, "praiseShare": 57.1, "ci95": [25.0, 84.2], "regard": 0.5083, "regardCi95": [0.499, 0.519], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@ashtweetsonx @devinai makes e2e tests really easy, can run the whole app on both windows/mac with audio support\nother than that\nexplanations are more coherent than claude", "link": "https://twitter.com/792026036716175360/status/2104030537170174179"}], "complaint": []}}, "work.sycophancy_pushback": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 0, "complaint": 7, "n": 7, "weighted": {"praise": 0.0, "complaint": 3.76}, "praiseShare": 0.0, "ci95": [0.0, 35.4], "regard": 0.4952, "regardCi95": [0.491, 0.498], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-26", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition @devindesktop can you please add a capability for an agent to set up a schedule? or let your agent know that it doesn't have that capability instead of a false promise [link]", "link": "https://twitter.com/383156096/status/2103726198362873948"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "devin is insanely expensive, and when it makes mistakes/misses something it said was done it hurts even more having to go back and fix. i don’t even want to admit how much i spent just to get my project to 70% with devin. i recently pivoted to cursor because it can do the same work for much, much less.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wa07cz/devin_cursor_and_claude_code/p8s1615/"}]}}, "verify.self_testing": {"praise": 13, "complaint": 3, "n": 16, "weighted": {"praise": 7.49, "complaint": 1.76}, "praiseShare": 81.2, "ci95": [57.0, 93.4], "regard": 0.5088, "regardCi95": [0.498, 0.519], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-17", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "nice @devinai helping me test coworker in windows\nit makes recordings of the tests so i can replay and verify\n[link] [link]", "link": "https://twitter.com/1946635320797347840/status/2100651879219044800"}, {"date": "2026-09-12", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@roliumgens @cognition self-verification on a small prompt is a pretty good sign for day-to-day coding work", "link": "https://twitter.com/2058565082628739072/status/2098766463712829447"}, {"date": "2026-09-29", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@devinai 3/ what surprised me: i'd report a bug with a screenshot, and devin would reproduce it, fix it, click through the app to check, and ship the release. signed, notarized, auto-updating.", "link": "https://twitter.com/2044489806516736000/status/2104875030651789570"}], "complaint": []}}, "verify.agent_code_review": {"praise": 20, "complaint": 4, "n": 24, "weighted": {"praise": 15.19, "complaint": 3.68}, "praiseShare": 83.3, "ci95": [64.1, 93.3], "regard": 0.5029, "regardCi95": [0.479, 0.523], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "the amount of dead code @devinai has caught for me is insane\nit has a feature where it auto-reviews merges to main for bugs or dead code and i've gotten at least 10+ of these dead code messages\ni just reply \"yes\" and the pr's ready for me to merge in a few min later [link]", "link": "https://twitter.com/1762175022527877120/status/2110525817390498195"}, {"date": "2026-10-09", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@poteto @sahilsaitn @devinai has a really good code review tool, arguably one of the best", "link": "https://twitter.com/2762687112/status/2108449522049540408"}, {"date": "2026-10-06", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "really nice feature that @devinai has:\nwhen you merge stuff, it messages you on slack if it finds an issue or dead code for example\nsuper nice to get a second set of eyes after every merge", "link": "https://twitter.com/1762175022527877120/status/2107399715424010255"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition cool. hope this improves the pr reviews. they've gotten very prone to flagging non-issues the last few days.", "link": "https://twitter.com/9648292/status/2107221862077915182"}]}}, "verify.change_review_ui": {"praise": 2, "complaint": 6, "n": 8, "weighted": {"praise": 1.0, "complaint": 3.03}, "praiseShare": 25.0, "ci95": [7.1, 59.1], "regard": 0.4963, "regardCi95": [0.489, 0.503], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-15", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@cognition testflight link plus screen recording is the useful part. you can inspect what the agent built before trusting the handoff", "link": "https://twitter.com/2032890486571372544/status/2099897386696860149"}], "complaint": [{"date": "2026-09-10", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "is there any chance we can get this feature in devin? cascade handle it wonderfully, but now devin does not.\nthe notebook\\_edit tool was the feature that showed proposed changes in line in a jupyter notebook. this was incredibly useful when running large notebooks. now devin can only directly modify a cell, without showing me the proposed changes. makes tracking the changes so much harder now. ", "link": "https://www.reddit.com/r/windsurf/comments/1wc55gv/notebook_edit_too_in_devin_local/"}, {"date": "2026-09-22", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition the larger diffs are the real dealbreaker for me. an agent that quietly refactors files you didn't touch is worse than a weaker model that stays in lane. review overhead eats the capability gain fast.", "link": "https://twitter.com/1657001685343178753/status/2102261697490923528"}]}}, "ui.display_settings": {"praise": 17, "complaint": 34, "n": 51, "weighted": {"praise": 11.42, "complaint": 21.47}, "praiseShare": 33.3, "ci95": [22.0, 47.0], "regard": 0.5006, "regardCi95": [0.479, 0.522], "salience": 3.2, "receipts": {"praise": [{"date": "2026-09-11", "source": "X", "community": "@cognition", "polarity": "praise", "text": "when it comes to @cognition and @devindesktop , clearly the best user experience comes from the cli", "link": "https://twitter.com/485519497/status/2098462583216848914"}, {"date": "2026-10-13", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "why can't the claude code app just use haiku 5.5 to add nice statuses below chat titles like @devinai does\nmakes it [phone]x easier to work on multiple things at once\nright now you just see a grey/yellow dot that's 2 pixels tall/wide\ndoes claude need an answer from me? is it waiting for something? is it checking pr ci? it's so hard to tell", "link": "https://twitter.com/1762175022527877120/status/2110121906330570811"}, {"date": "2026-10-18", "source": "X", "community": "@cognition", "polarity": "praise", "text": "been testing this since yesterday, there is no company out there thats listening to their customers with as much care as @cognition, the devin next beta is incredible, massive ui improvement im so happy [link]", "link": "https://twitter.com/1948445208594591746/status/2111891952476229917"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "dear @cognition \nchange this back immediately\ni clicked on these pr icons 50 times every day\nnow it's suddenly hidden in that overlay popup\nno thank you\nsincerely,\na devin user\n@dabit3 @willyxiao1 [link]", "link": "https://twitter.com/1773217467558744064/status/2105189386199646539"}]}}, "ui.session_history": {"praise": 1, "complaint": 11, "n": 12, "weighted": {"praise": 0.5, "complaint": 5.62}, "praiseShare": 8.3, "ci95": [1.5, 35.4], "regard": 0.4929, "regardCi95": [0.485, 0.501], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-09-19", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@brandon_galang @cognition @devinai live session history is the part desktop never got right", "link": "https://twitter.com/763249944056565760/status/2101163598081151151"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "devin bug: changed files in a chat session disappear if opening a new session in agent mode\n[removed]", "link": "https://www.reddit.com/r/windsurf/comments/1wkjj9t/devin_bug_changed_files_in_a_chat_session/"}, {"date": "2026-09-12", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@_pwep @cognition @devindesktop @_pwep yeah the session-loss one is the scary one. losing history on a paid agent tool is a trust killer, not a polish issue. the rest is rough ux but survivable, the data loss is not.", "link": "https://twitter.com/1594009249989918721/status/2098855078782263583"}]}}, "ui.interrupt_steer": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.56}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4966, "regardCi95": [0.492, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "why @devinai does not have steer messages yet? can someone let me know? @cognition its so useful.", "link": "https://twitter.com/1470959923580129282/status/2104444915866587361"}, {"date": "2026-09-18", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devindesktop @cognition @russelljkaplan can you please add steering for sessions, in addition to queueing messages, allow us to choose the default for new messages during an active session. currently, it queues by default, and the only other option is interupt, which terminates all subagents working, when 99% of the time, users want to steer the session, and not interupt. if we wanted to interupt, we would hit the stop button.", "link": "https://twitter.com/43418580/status/2101040791330369835"}]}}, "surfaces.remote_mobile": {"praise": 25, "complaint": 9, "n": 34, "weighted": {"praise": 17.85, "complaint": 5.33}, "praiseShare": 73.5, "ci95": [56.9, 85.4], "regard": 0.5222, "regardCi95": [0.506, 0.54], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@cognition", "polarity": "praise", "text": "i'm blown away by the @devinai voice mode. chatting through an implementation plan my agent started humming and having the most impressive voice inflections. great job by the folks at @cognition. if you're curious to try it out: [link]", "link": "https://twitter.com/2024126258389602304/status/2111576749150482758"}, {"date": "2026-10-16", "source": "X", "community": "@cognition", "polarity": "praise", "text": "trying to get to 20k steps today but can’t afford to take a break from work.\nfortunately, devin voice is quite literally jarvis so work doesn’t have to stop while i’m racking up those steps. \n@cognition crushed it with this one. [link]", "link": "https://twitter.com/730703573760278528/status/2111096081115460092"}, {"date": "2026-10-05", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@dabit3 @nick_white @cognition @devinai devin from ipad is amazing. i do 100% of my work on my side project from the mobile app and ipad.\n🔥", "link": "https://twitter.com/24702345/status/2107160645158482319"}], "complaint": [{"date": "2026-10-02", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "@dabit3 @devinai \ni’m unable to switch between organizations on the mobile app.", "link": "https://twitter.com/214051336/status/2106021848030785594"}]}}, "surfaces.cloud_sessions": {"praise": 80, "complaint": 17, "n": 97, "weighted": {"praise": 51.12, "complaint": 11.76}, "praiseShare": 82.5, "ci95": [73.7, 88.8], "regard": 0.5691, "regardCi95": [0.545, 0.593], "salience": 6.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@markfenner @devinai devin cloud has been so good i have had nothing much to debug.", "link": "https://twitter.com/218098611/status/2111597459680198832"}, {"date": "2026-10-11", "source": "X", "community": "@cognition", "polarity": "praise", "text": "true, since i moved all my personal agent workflow to @bot and coding agent work to @cognition cloud everything was comically easier and more durable. [link]", "link": "https://twitter.com/1319617668186542087/status/2109212895519105329"}, {"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@mthlish @cognition @devinai the macos cloud env is so goated, especially because it doesn’t take tons of ram out of your computer because it runs in the cloud", "link": "https://twitter.com/2020417140688400384/status/2109046546687787385"}], "complaint": [{"date": "2026-10-04", "source": "X", "community": "@DevinAI", "polarity": "complaint", "text": "underlying @devinai uses the same model, but in the cloud, getting it up to the same accessibility still isn’t a walk in the park. i’m not gonna give up to get it to environment parity to local or claude code! [link]", "link": "https://twitter.com/218098611/status/2106693742854041906"}]}}, "rel.service_errors": {"praise": 3, "complaint": 20, "n": 23, "weighted": {"praise": 1.54, "complaint": 10.16}, "praiseShare": 13.0, "ci95": [4.5, 32.1], "regard": 0.5138, "regardCi95": [0.486, 0.545], "salience": 1.4, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "so (1) codex is having an outage. (2) claude personal plans are overla overloaded because of (1). my @qwendevs local 3.8 flash next and qwen 3.8 max on alicloud is ok, @devinai is ok. good to have alternatives!", "link": "https://twitter.com/218098611/status/2095528788889309507"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@yenkel @instinct @cognition @scottwu46 it happens to me a lot. i think they have too many users for being *free\"", "link": "https://twitter.com/1848820972230410240/status/2108828719523500307"}, {"date": "2026-09-16", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition devin isn't letting me work today; this error keeps popping up constantly. [link]", "link": "https://twitter.com/217162510/status/2100287193553998241"}, {"date": "2026-09-14", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "swe2 is struggling today, i think @cognition is seeing quite the demand.", "link": "https://twitter.com/2057382854590394368/status/2099502782797496823"}]}}, "rel.response_speed": {"praise": 23, "complaint": 51, "n": 74, "weighted": {"praise": 12.9, "complaint": 28.11}, "praiseShare": 31.1, "ci95": [21.7, 42.3], "regard": 0.5105, "regardCi95": [0.488, 0.534], "salience": 4.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@ultari_x @cognition @devinai @devindevelopers 30tps? faster than codex\nand i went up to 50 subagents", "link": "https://twitter.com/1825243355501973504/status/2110193541964304462"}, {"date": "2026-09-28", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@dannypostma and it’s even faster if you try opus with @cognition ‘s fusion model", "link": "https://twitter.com/130668248/status/2104574312678342803"}, {"date": "2026-09-19", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@brandon_galang @devinai this is what im finding also. and the speed of fusion is so nice to work with. i had gotten used to sending a prompt and waiting 3 min for a response\ntrying to get my usage to 100% by tomorrow. heres my progress in 3 hours lol [link]", "link": "https://twitter.com/130668248/status/2101338029587927543"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@dabit3 @tokifyi @cognition @capydotai hello dabit . i use swe-2 always found responses slowly , why?", "link": "https://twitter.com/1796506165070680064/status/2108516838682570935"}, {"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition same parity on our hidden tests: 40/40, matching gpt-6 sol. but it took 36% longer on high and 67% longer on xhigh. cheap per task, slow per step, and the sonnet 5.5 gap surprised us. did devin see the slowdown at medium? [link]", "link": "https://twitter.com/1555956036/status/2105104100048113865"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "curious, how well does swe2 works for you? it's very slow, for me. \nit takes minutes to do some tasks, which would take seconds for other models.", "link": "https://www.reddit.com/r/windsurf/comments/1wn47sb/devin_free_daily_quota_is_now_gone_and_only_small/pbrlqwl/"}]}}, "rel.client_failures": {"praise": 3, "complaint": 56, "n": 59, "weighted": {"praise": 1.34, "complaint": 31.84}, "praiseShare": 5.1, "ci95": [1.7, 13.9], "regard": 0.4825, "regardCi95": [0.458, 0.512], "salience": 3.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "yo @cognition i'm out of ram. can you fix devin's language server? it has a memory leak. [link]", "link": "https://twitter.com/98926715/status/2109408328656805903"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "i really like it just in my rider\nis there a solution to this issue?\nit can't be that rider users constantly restart their ide on each freeze?", "link": "https://www.reddit.com/r/windsurf/comments/1x1otk1/constantly_freezing_cascade_plugin/"}, {"date": "2026-10-09", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition devin cli dies 3-4 times per 24 hours with a rust exception.\ndo you need a core dump, or is this good?", "link": "https://twitter.com/2006177515413594113/status/2108624704185512088"}]}}, "rel.update_breakage": {"praise": 5, "complaint": 10, "n": 15, "weighted": {"praise": 1.83, "complaint": 5.76}, "praiseShare": 33.3, "ci95": [15.2, 58.3], "regard": 0.5108, "regardCi95": [0.496, 0.529], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-11", "source": "Reddit", "community": "r/windsurf", "polarity": "praise", "text": "it happened months ago. transition was smooth. devin handled migration", "link": "https://www.reddit.com/r/windsurf/comments/1w87s3a/removing_artifacts_from_windsurf/p97mjy3/"}], "complaint": [{"date": "2026-09-15", "source": "Reddit", "community": "r/windsurf", "polarity": "complaint", "text": "i hear a bunch of people been having problems with it past couple days mine's been running smooth but also i didn't do the update. so if you're able to go back the previous version that should actually help you out when it comes to the crashing and it being unusable", "link": "https://www.reddit.com/r/windsurf/comments/1whbowm/not_a_happy_camper/pa1voog/"}, {"date": "2026-09-11", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "i don't know about you, but my devin directly, in the desktop app, is suddenly restarting after today's update. @cognition @devindesktop \nusing via traycer is normal, only the desktop app.", "link": "https://twitter.com/351635936/status/2098503002738815009"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/CognitionLabs", "polarity": "complaint", "text": "reducing the size of the text is useless, and the new file is also slow.\nthis issue started in april this year. the earlier versions were not slow at all; they were just as smooth as vscode.", "link": "https://www.reddit.com/r/CognitionLabs/comments/1w23p1r/devin_is_simply_too_slow/p7dlny0/"}]}}, "account.support": {"praise": 7, "complaint": 19, "n": 26, "weighted": {"praise": 5.2, "complaint": 12.99}, "praiseShare": 26.9, "ci95": [13.7, 46.1], "regard": 0.5287, "regardCi95": [0.496, 0.566], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i missed to unsubscribe a day after renewal, they refunded me instantly my max subscription (went to swe devin since).\nyou may have been unlucky but they are still fair on this part ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wym92f/anthropic_stole_my_money_and_my_tokens/pe40r57/"}, {"date": "2026-10-02", "source": "X", "community": "@DevinAI", "polarity": "praise", "text": "@jensenloke @devinai i'd like to point out they fix this in less than 24 hours. bruh", "link": "https://twitter.com/415168859/status/2106076895313788974"}, {"date": "2026-09-22", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@tomasvorel @cognition @devindesktop @dabit3 i love the team, at least they take my feedback seriously... so trust them, we can see how hard they try to bring cloud to local", "link": "https://twitter.com/1767985295910383616/status/2102338341207470495"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition we signed up for the devin for startups program a week ago and got no response can we have some help", "link": "https://twitter.com/2078904340094324737/status/2104704138881769712"}, {"date": "2026-09-16", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@codermatt @cognition i highlighted this to them a month ago, still not fixed", "link": "https://twitter.com/2078979683388108800/status/2100214127310643244"}, {"date": "2026-09-23", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@devindesktop @cognition there support sucks and the payment is not even working and support form not workign either tried on 3 devices 3 accounts 3 working cards and still payment not working. [link]", "link": "https://twitter.com/1900952240342659072/status/2102575178966356397"}]}}, "account.billing_errors": {"praise": 0, "complaint": 12, "n": 12, "weighted": {"praise": 0.0, "complaint": 7.55}, "praiseShare": 0.0, "ci95": [0.0, 24.3], "regard": 0.4906, "regardCi95": [0.485, 0.495], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition @dabit3 ticket [zip code]. chatgpt plan toggle is on. after 19:00 cst oct 10, ordinary gpt-6-1-sol-high and gpt-6-astra-medium (catalog marks both partner_provider_openai, not fast) still billed devin. daily quota hit 0%. please investigate and refund those charges.", "link": "https://twitter.com/1796148761925947392/status/2108903736907366707"}, {"date": "2026-10-04", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@demetreminchev @da7_tech @devinai @cognition and if the team adds a third person, 'full' charges a fee, then if you cancel the third person's plan, you still have to pay. i'm completely helpless at this point.", "link": "https://twitter.com/1999158181520637953/status/2106627104951747039"}, {"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@cognition devin is absolutely trash\nliterally the worst first experience ever with an ai agent.\nwhat do you mean linking my github automatically switches my team over and then doesn’t use the sub i literally just paid for? what a joke - it doesn’t even make it obvious", "link": "https://twitter.com/2081846656610586624/status/2104730707918745843"}]}}, "account.bans_restrictions": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.83}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4975, "regardCi95": [0.494, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@cognition", "polarity": "complaint", "text": "@prathamdby @cognition yup.\ni was ghosted and blocked by their team instantly.\nno warning what happened until after when someone internal let me know", "link": "https://twitter.com/1552915034585669633/status/2105414711814811818"}]}}, "account.data_privacy": {"praise": 3, "complaint": 1, "n": 4, "weighted": {"praise": 2.01, "complaint": 0.59}, "praiseShare": 75.0, "ci95": [30.1, 95.4], "regard": 0.5127, "regardCi95": [0.499, 0.53], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@cognition", "polarity": "praise", "text": "@itscynnamoroll @cognition @devindesktop @devinai first, they don't train on my data. second, it's just free, bro.", "link": "https://twitter.com/1825243355501973504/status/2104785476334862521"}], "complaint": []}}}, "requests": {"authorWeeks": 753, "themes": [{"theme": "Mid-priced tier between existing plans", "criterion": "limits.plan_value", "authorWeeks": 33, "posts": 40, "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@scarletkc @yifanxu_ephai @cognition teacher, i want it too!!! save the kids, $20 is too painful! $200 is too expensive!", "link": "https://twitter.com/1274899473244684293/status/2111643392585392219"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i hope to add a plan between pro and max for $60 or $100!", "link": "https://twitter.com/2065820231470399488/status/2111411366057988354"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i only want to subscribe to their service, but i only have a budget of $100 for the main product 😢", "link": "https://twitter.com/2104745988888141824/status/2111407848517415220"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 21, "posts": 27, "examples": [{"agent": "devin", "date": "2026-10-13", "source": "X", "community": "@cognition", "text": "devin did a good job, it would be even better with more token limits @cognition @devindevelopers [link]", "link": "https://twitter.com/2018156578617090049/status/2109846982470868997"}, {"agent": "devin", "date": "2026-10-07", "source": "X", "community": "@cognition", "text": "@kalapowered @cognition oh yes, and we need a bazillion token and a monthly subscription in order to call it", "link": "https://twitter.com/1460976271173820423/status/2107983516491497476"}, {"agent": "devin", "date": "2026-10-07", "source": "X", "community": "@cognition", "text": "@jorybraun @kentcdodds @orchid_hq @cognition building a dining hall app for my college that gives you suggestions on where to go based on what you like. i need more tokens 😬", "link": "https://twitter.com/1796338041604456448/status/2107643366737690929"}]}, {"theme": "Official mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 21, "posts": 21, "examples": [{"agent": "devin", "date": "2026-10-16", "source": "X", "community": "@cognition", "text": "@cognition when available on web app or you announce a mobile app ? 🙄", "link": "https://twitter.com/2109717807491424256/status/2110977973721374887"}, {"agent": "devin", "date": "2026-10-10", "source": "X", "community": "@cognition", "text": "@mthlish @cognition @devinai @cognition when we expect native ios and android app ?", "link": "https://twitter.com/102880167/status/2109010431297945993"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@DevinAI", "text": "i've wanted this for a while, ever since bookmarks feature (initially called \"save for later\") launched\nbuilt entirely by voice chatting with @devinai devin is the most complete ai tool right now imo. just needs a mobile app", "link": "https://twitter.com/1283544388333907968/status/2107461300901003722"}]}, {"theme": "Access or trial of max plan", "criterion": "limits.plan_value", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "devin", "date": "2026-10-15", "source": "X", "community": "@cognition", "text": "@silasalberti @inferwerk @cognition could i get a devin max? want to give it a try", "link": "https://twitter.com/1159835302275346433/status/2110623171829547282"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@jorybraun @kentcdodds @orchid_hq @cognition would love a devin max plan, i use the $20 plan a lot at the moment. devin is awesome! i'm building an easy and powerfull self hosted workflow orchestration platform: [link]", "link": "https://twitter.com/392698133/status/2107532419771334848"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@chris_wozniczek @cognition building a free platform to help students get websites & professional digital identities. if possible, i’d love a devin max plan to help build it. thank you!", "link": "https://twitter.com/1946086625374621697/status/2107493286743277873"}]}, {"theme": "Keep free models available permanently", "criterion": "billing.free_tier", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@DevinAI", "text": "@devinai if devin's swe is always free for pro, i will subscribe for ten years in one go.", "link": "https://twitter.com/1872962850072961024/status/2111504151385645435"}, {"agent": "devin", "date": "2026-10-06", "source": "Reddit", "community": "r/windsurf", "text": "devin without a free model is devin without customers. \ni know where i'm going if it happens", "link": "https://www.reddit.com/r/windsurf/comments/1wytgez/is_swe_20_no_longer_free_after_1016_without_a/pe62hvx/"}, {"agent": "devin", "date": "2026-09-30", "source": "X", "community": "@cognition", "text": "@cognition if you can continue to provide swe2 for free, along with this feature, plus your fusion, i won't need codex anymore, really.", "link": "https://twitter.com/1429235681797148673/status/2105219487238656482"}]}, {"theme": "Model choice in fusion mode", "criterion": "models.catalog_access", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition can devin be allowed to add argon in fusion? by the way, let the argon inside be able to directly hear audio instead of relying on python to read waveforms and acoustic indicators.", "link": "https://twitter.com/1921089528955273216/status/2111864789723193585"}, {"agent": "devin", "date": "2026-10-14", "source": "X", "community": "@cognition", "text": "@cognition can we get the freedom to use whatever models we want with fusion?", "link": "https://twitter.com/1610741871105409032/status/2110519362344173917"}, {"agent": "devin", "date": "2026-10-10", "source": "X", "community": "@cognition", "text": "update: day 1 with devin max, and fusion mode surprised me.\n- opus 5.5 (high) as lead\n- swe 2.0 (medium) for execution\nhours of quality work, only 15% of my weekly quota used.\n@cognition, let cloud desktop pick models per fusion setup and this is 100%.\nwhat combo are you running?", "link": "https://twitter.com/1679170287164698624/status/2109026634968019284"}]}, {"theme": "Auditable reversible memory changes", "criterion": "context.session_memory", "authorWeeks": 10, "posts": 10, "examples": [{"agent": "devin", "date": "2026-10-08", "source": "X", "community": "@cognition", "text": "@cognition 'remove stale records' is the sentence i'd want a diff for. memory that silently rewrites itself across sessions is how a clean approval turns into a batched one six weeks later. versioned and auditable or it's just vibes with a schema.", "link": "https://twitter.com/372889273/status/2108245596717133950"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@cognition can i review and revert the overnight memory changes?\nan inferred preference needs a way to correct it when devin gets it wrong.", "link": "https://twitter.com/1898512810272763904/status/2107567161229377558"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@cognition i'd want the overnight rewrite as a diff.\nif dreaming commits memory changes straight in, nobody sees why the agent started behaving differently on monday. a reviewable pr for memory would make teams trust it.", "link": "https://twitter.com/2040696623764766720/status/2107489519985688794"}]}, {"theme": "Cost per completed task metrics", "criterion": "limits.usage_meter", "authorWeeks": 10, "posts": 10, "examples": [{"agent": "devin", "date": "2026-10-08", "source": "X", "community": "@cognition", "text": "@cognition the 66.2 fusion setup deserves a point on the cost chart too, with the opus lead included.", "link": "https://twitter.com/2051888695100514304/status/2108084949157109849"}, {"agent": "devin", "date": "2026-09-30", "source": "X", "community": "@cognition", "text": "@cognition cost per task at a named effort level is how i'd want every launch priced. in our own evals lower effort beat higher effort on some tasks, on quality as well as cost, so i'm curious what the 60.4% looks like at low.", "link": "https://twitter.com/1659439170883026945/status/2105096107282055266"}, {"agent": "devin", "date": "2026-09-29", "source": "X", "community": "@cognition", "text": "@cognition cheaper and ranking higher at the same time is the right direction. for long tasks the price per solved task matters way more than the price per token. would love to see that number next to the benchmark.", "link": "https://twitter.com/2104260136701194241/status/2104924141195341830"}]}, {"theme": "Free trial of paid plans", "criterion": "billing.free_tier", "authorWeeks": 9, "posts": 10, "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition congratulations, i hope there is a free membership experience 🤩", "link": "https://twitter.com/2069615515186974720/status/2111448537749770623"}, {"agent": "devin", "date": "2026-09-28", "source": "X", "community": "@cognition", "text": "@cognition could we get access to the mobile app, please? and a free month to fully test it out and provide you with feedback?", "link": "https://twitter.com/1827382907188514816/status/2104679645056528671"}, {"agent": "devin", "date": "2026-09-24", "source": "X", "community": "@cognition", "text": "i havent got to use devin, \ni think i wanna switch from grok/cursor\nif my experience on devin is good\n@devindesktop @cognition \nhope you guys can share me at free month \ndevin max so i can test it....", "link": "https://twitter.com/932727389523558400/status/2103072106942779813"}]}, {"theme": "Keep free model access unlimited", "criterion": "limits.allowance_change", "authorWeeks": 9, "posts": 10, "examples": [{"agent": "devin", "date": "2026-10-08", "source": "X", "community": "@cognition", "text": "@devinai pls tell me you will keep swe2 unlimited\n@devindevelopers @cognition", "link": "https://twitter.com/1825243355501973504/status/2108337230515142889"}, {"agent": "devin", "date": "2026-10-05", "source": "X", "community": "@cognition", "text": "@cognition @devindevelopers any chance we can get an extension to the free swe-2 to the end of october ? or atleast just a couple of billions a month or some nice big number, even if it’s like 3/5 hours a day of free use.", "link": "https://twitter.com/860967132489801728/status/2106992724507533611"}, {"agent": "devin", "date": "2026-10-02", "source": "X", "community": "@cognition", "text": "i feel excited for fable 5.5 coming next week(?), but i am sad that @cognition swe 2 is not free anymore on cloud agents.\ncan we ask for another expansion please?", "link": "https://twitter.com/1767985295910383616/status/2105957038832631911"}]}, {"theme": "Mobile simulators and Mac VM for testing", "criterion": "work.computer_browser_use", "authorWeeks": 9, "posts": 9, "examples": [{"agent": "devin", "date": "2026-09-17", "source": "X", "community": "@cognition", "text": "@ptbthefirst @cognition a dedicated mac vm with ios simulator does close a real gap for mobile automation if it actually works reliably in practice.", "link": "https://twitter.com/1963715144392863744/status/2100395669034852542"}, {"agent": "devin", "date": "2026-09-17", "source": "X", "community": "@cognition", "text": "@ptbthefirst @cognition mobile dev automation has been stuck without device level testing so this is a meaningful unlock.", "link": "https://twitter.com/2067687598571569152/status/2100393725713076709"}, {"agent": "devin", "date": "2026-09-17", "source": "X", "community": "@cognition", "text": "@ptbthefirst @cognition giving devin its own mac vm with an ios simulator actually solves a real bottleneck for mobile testing.", "link": "https://twitter.com/2058874736470327296/status/2100391330106974685"}]}, {"theme": "Published exact usage limits per plan", "criterion": "billing.pricing_clarity", "authorWeeks": 8, "posts": 9, "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i also haven't received much usage information about my devin pro and max. i've always wanted to upgrade to the maximum plan, but they haven't mentioned how much more usage it offers compared to the pro $20 plan, which makes me hesitant to upgrade.", "link": "https://twitter.com/2110945071172554752/status/2111457261952565504"}, {"agent": "devin", "date": "2026-09-17", "source": "X", "community": "@cognition", "text": "@cognition @andrew_locke how much usage of swe2 i will have if i subscribe in max plan? it dont are clear, because theoretically it unlimited? i want more!! kkk [link]", "link": "https://twitter.com/1430494132368183297/status/2100588399216214137"}, {"agent": "devin", "date": "2026-09-16", "source": "X", "community": "@cognition", "text": "@cognition , i waned to test max account, but unfortunately i have no idea of how much it would endure, which makes too hard to take a decision to risk $200 on it. how can i know about it? miss a bit of clarity on this subject.", "link": "https://twitter.com/64041638/status/2100226167705858439"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 82, "negative": 54, "positiveShare": 60.3, "ci95": [51.9, 68.1]}, {"week": "2026-09-07", "positive": 174, "negative": 130, "positiveShare": 57.2, "ci95": [51.6, 62.7]}, {"week": "2026-09-14", "positive": 199, "negative": 155, "positiveShare": 56.2, "ci95": [51.0, 61.3]}, {"week": "2026-09-21", "positive": 178, "negative": 70, "positiveShare": 71.8, "ci95": [65.9, 77.0]}, {"week": "2026-09-28", "positive": 136, "negative": 89, "positiveShare": 60.4, "ci95": [53.9, 66.6]}, {"week": "2026-10-05", "positive": 104, "negative": 70, "positiveShare": 59.8, "ci95": [52.3, 66.8]}, {"week": "2026-10-12", "positive": 94, "negative": 53, "positiveShare": 63.9, "ci95": [55.9, 71.3]}], "weeklyScore": [{"week": "2026-08-31", "authors": 459, "reach": {"shareOfVoice": 1.42, "value": 0.578}, "regard": {"value": 0.528, "ci95": [0.513, 0.543]}, "score": {"value": 55.7, "ci95": [52.0, 59.3]}, "ranking": {"rank": 5, "rankRange": [3, 7]}}, {"week": "2026-09-07", "authors": 1938, "reach": {"shareOfVoice": 6.3, "value": 0.735}, "regard": {"value": 0.576, "ci95": [0.558, 0.594]}, "score": {"value": 67.7, "ci95": [64.4, 70.4]}, "ranking": {"rank": 2, "rankRange": [2, 2]}}, {"week": "2026-09-14", "authors": 1013, "reach": {"shareOfVoice": 3.28, "value": 0.656}, "regard": {"value": 0.579, "ci95": [0.56, 0.596]}, "score": {"value": 67.4, "ci95": [63.8, 70.3]}, "ranking": {"rank": 2, "rankRange": [1, 3]}}, {"week": "2026-09-21", "authors": 939, "reach": {"shareOfVoice": 2.6, "value": 0.648}, "regard": {"value": 0.561, "ci95": [0.546, 0.575]}, "score": {"value": 61.8, "ci95": [59.4, 64.0]}, "ranking": {"rank": 2, "rankRange": [2, 3]}}, {"week": "2026-09-28", "authors": 695, "reach": {"shareOfVoice": 1.93, "value": 0.603}, "regard": {"value": 0.531, "ci95": [0.515, 0.547]}, "score": {"value": 56.3, "ci95": [53.6, 58.8]}, "ranking": {"rank": 4, "rankRange": [3, 5]}}, {"week": "2026-10-05", "authors": 644, "reach": {"shareOfVoice": 2.05, "value": 0.626}, "regard": {"value": 0.534, "ci95": [0.521, 0.548]}, "score": {"value": 56.8, "ci95": [54.7, 58.9]}, "ranking": {"rank": 4, "rankRange": [3, 5]}}, {"week": "2026-10-12", "authors": 567, "reach": {"shareOfVoice": 2.12, "value": 0.64}, "regard": {"value": 0.543, "ci95": [0.527, 0.559]}, "score": {"value": 58.9, "ci95": [56.0, 61.7]}, "ranking": {"rank": 3, "rankRange": [3, 5]}}]}, {"id": "opencode", "name": "OpenCode", "maker": "Anomaly (open source)", "sources": [{"channel": "Reddit", "selector": "r/opencode", "posts": 18369}, {"channel": "X", "selector": "@opencode", "posts": 14050}, {"channel": "Reddit", "selector": "r/opencodeCLI", "posts": 7366}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 2419}, {"channel": "Trustpilot", "selector": "Trustpilot", "posts": 10}], "records": 42214, "judgingPosts": 12005, "authors": 16979, "authorWeeks": 23785, "reach": {"shareOfVoice": 11.11, "weightedUsers": 11263.6, "value": 0.844}, "regard": {"positiveAuthorWeeks": 3139, "negativeAuthorWeeks": 4807, "rawPositiveShare": 39.5, "rawCi95": [38.4, 40.6], "value": 0.562, "ci95": [0.55, 0.571]}, "score": {"value": 63.2, "ci95": [61.7, 64.5], "popularityZ": 1.053, "loveZ": 0.764}, "ranking": {"rank": 3, "rankRange": [2, 4]}, "levers": {"context": {"score": 63.6, "gain": 0.39, "rank": 3}, "work": {"score": 63.9, "gain": 0.72, "rank": 3}}, "criteria": {"paying": {"praise": 1200, "complaint": 1649, "n": 2849, "weighted": {"praise": 723.45, "complaint": 991.72}, "praiseShare": 42.1, "ci95": [40.3, 43.9], "regard": 0.6793, "regardCi95": [0.662, 0.697], "salience": 35.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "most commercial plans for big enterprises are like 120 dollars and those are subsidised and usually like 600 dollars of credits a week. in a day with a dollar of credits? absolutely. opencode go is great, i’d recommend it. it’s 80 dollars of deepseek credits", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8osv2/a_beginner_could_use_some_help/phenc1z/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "yup $20 claude for me and $10 opencode go and student cursor basically let's me go without any limits. opus 5.5 as orchestrator with composer 2.5 or deepseek v4 subagents", "link": "https://www.reddit.com/r/opencode/comments/1x8j55b/opencode_is_insane/phfi2vh/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i have opencode go, let me know if i missed any free models to test.\nthese tier 2 ones (as i've dubbed them) feel practically unlimited. i cannot find its limits", "link": "https://www.reddit.com/r/opencode/comments/1x93sf9/get_more_usage_out_of_free_models/phhx12p/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "hi,\nhow is it even possible that i've been coding with opencode for 3 weeks for free without any restrictions. am i the only one that has this privilege or what is the policy behind offering free models without restrictions?", "link": "https://www.reddit.com/r/opencode/comments/1x9bzrj/how_is_it_even_possible_that_ive_been_coding_for/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@yanki3l i know it has nothing to do with your question, but @opencode has quite a few good models in the free tier, including deepseek v4.1 that you can integrate into your ade.", "link": "https://twitter.com/809638980744454144/status/2111880217518354439"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "but even for the free plan, does it make sense to hit the usage limit in just one day? i swear i didn't do anything else, nothing particularly heavy.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8osv2/a_beginner_could_use_some_help/phej6r8/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i rate limited glm like in half an hour when they added it and went back to mimo when it cleared up, today i made the mistake to fuck around and find out and switched mimo to deepseek and rate limited myself. when it clears ill switch to mimo and stay there i guess", "link": "https://www.reddit.com/r/opencode/comments/1x8optc/they_might_have_broke_their_software_while_panic/phenr8h/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "today, the free tier only allowed 2 requests before the limit was completely exhausted", "link": "https://www.reddit.com/r/opencode/comments/1x8el5e/since_free_muse_spark_got_removed_from_opencode/phepq42/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "nah. also added my good $10 for pay-as-you-go, but haiku and argon ate it quickly.", "link": "https://www.reddit.com/r/opencode/comments/1x8vxul/so_do_we_get_a_free_reset_for_opencode/phg7oud/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "i love you @opencode but you can’t say a model is free with such low limits on it.", "link": "https://twitter.com/14355333/status/2111930485689798883"}]}}, "setup": {"praise": 282, "complaint": 405, "n": 687, "weighted": {"praise": 167.18, "complaint": 253.63}, "praiseShare": 41.0, "ci95": [37.4, 44.8], "regard": 0.5026, "regardCi95": [0.471, 0.535], "salience": 8.6, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "oh i'm with you. blew my mind at first! v2 opencode is better at plugins than v1, btw. i think they borrowed a bunch of concepts from pi.", "link": "https://www.reddit.com/r/opencode/comments/1x3kep6/actual_token_usage/pfd8d5j/"}, {"date": "2026-10-10", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@benjaminshafii @opencode setting connectors up once in openwork and having them work inside opencode too is the bit teams will feel. nobody wants to wire the same tools twice", "link": "https://twitter.com/1912898758083514368/status/2108712294339514562"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "you can literally ask open code to do it for you, that is what i did. it found a plugin for me and integrates it with omos. seriously, i don't know why people are so fixed on this", "link": "https://www.reddit.com/r/opencode/comments/1wwxzs9/is_opus_55_token_inefficient_or_just_doesnt_do/pejmext/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "its been about 2 days on both of my opencode accounts i am not able to use them\nwhen is this api key and social sign in going to work", "link": "https://www.reddit.com/r/opencode/comments/1x94i63/when_are_we_getting_the_solution/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode @jayair @thdxr @fanjiewang having to go into the terminal and reset/paste an api key just to use the opencode go subscription i’m already paying for is horrible ux design.\ni’m signed in. i’m subscribed. it should just work. why is any of this necessary? [link]", "link": "https://twitter.com/1528422822644695040/status/2111707897512255911"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode for the opencode go security problem, i have to revoke my keys. then i spend 10mins to find out that the api key settings are in settings- service accounts- pick one-enter a page that add api key. i don’t care what the security problem is. just keep my api page back.", "link": "https://twitter.com/1860280530035703808/status/2111709669689561229"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "hello @opencode, looks like user password reset journey is kaput", "link": "https://twitter.com/513178685/status/2111718525060653489"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode why do keep getting this? i paste d the key from console and it doesn't add the key [link]", "link": "https://twitter.com/2027659929641971712/status/2111738194211545360"}]}}, "models": {"praise": 301, "complaint": 629, "n": 930, "weighted": {"praise": 177.55, "complaint": 370.21}, "praiseShare": 32.4, "ci95": [29.4, 35.4], "regard": 0.5585, "regardCi95": [0.529, 0.585], "salience": 11.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "they are very fast with bringing new models!\ni have used so many stealth models on opencode, that otherwise i wouldn't even know about", "link": "https://www.reddit.com/r/opencode/comments/1x6ivix/round_of_applause_to_opencode/pgwifok/"}, {"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "praise", "text": "even gemini 4 argon via @opencode feels like a better option than astra and sol right now. openai's reign is over for now. for me personally.", "link": "https://twitter.com/2079735153853689856/status/2110579819213951323"}, {"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode in the benchmarks i've done, there is no significant difference between opencode deepseek and official deepseek", "link": "https://twitter.com/1703137177499054080/status/2110586942576587083"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "everyone who is saying it's terrible what are you using as your normal day to day model? seems a significant improvement on deepseek v4 to me", "link": "https://www.reddit.com/r/opencode/comments/1x52r9c/cat_jam_stealth_is_now_free_in_opencode/pgnc312/"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "praise", "text": "i have a @google ai pro subscription but i can’t use gemini 4 argon with anti gravity, but i can use that model on @opencode with my 10$ go subscription.\nwhat a time to be alive😂", "link": "https://twitter.com/470239078/status/2110337225334653263"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@xodud_rkd @devinai @opencode no, i test it they even nerfed the original ds with some light weight nurons shit", "link": "https://twitter.com/2434106432/status/2111886757080060014"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it acts like deepseek... are they tricking us?\nthe output is not like i'm used to for glm5.3 flash on all different providers i get the same type of output and on opencode not...\nwhat's going on?\nany1 else noticing this?", "link": "https://www.reddit.com/r/opencode/comments/1x87ie5/is_glm_53_free_deepseek/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "in the desktop app they're all listed as reasoning off, which really kills the usefulness.", "link": "https://www.reddit.com/r/opencode/comments/1x7dbzz/opencode_is_at_its_peak/ph3o08f/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "dsv4.1 has been making me mad for these past few days / weeks. i'm sure it just got lobotomized. i can leave it do it's own thing and expect okay-ish result before, but now, idk., it's just horrible.\nand i'm not using the free version one, never. i always use the one in go sub.", "link": "https://www.reddit.com/r/opencode/comments/1x7pfrf/todays_space_bunny_deepseek_v41_flash/ph78o2w/"}, {"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode deepseek v4.1 flash is not good to use even for free.", "link": "https://twitter.com/756779273155858432/status/2110807978240885085"}]}}, "context": {"praise": 131, "complaint": 321, "n": 452, "weighted": {"praise": 75.76, "complaint": 198.34}, "praiseShare": 29.0, "ci95": [25.0, 33.3], "regard": 0.4393, "regardCi95": [0.407, 0.47], "salience": 5.7, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "the opencode auto compact works great for me (it automatically runs compact when reaching like 90%)", "link": "https://www.reddit.com/r/opencode/comments/1x3mn7w/is_there_a_difference_between_mimov26flashfree/pfevedl/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "yes, it is possible. i noticed it and added an extra rule read at startup that explicitly forbids the plan agent to tamper with any files except in the temp directory. so far it is honored by every model. ", "link": "https://www.reddit.com/r/opencode/comments/1wzevl3/llm_created_files_while_in_plan_mode/pf7vp8r/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "doesn't compaction basically do the same thing? in opencode i can see the compaction results, they are basically a big summary of what's been done, what needs doing yet, constraints, etc. seems pretty complete already", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wz1pqn/qwen_4_apparently_coming_out_at_the_end_of_october/peivj22/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "if it is really good and with its plugin in opencode it usually remembers everything important, i combine it with the rules of the agents, curion, and state session manager.", "link": "https://www.reddit.com/r/opencode/comments/1wx89e3/i_built_an_opensource_shipping_memory_for_coding/pdtxsf4/"}, {"date": "2026-10-03", "source": "X", "community": "@opencode", "polarity": "praise", "text": "finally `/btw` command in @opencode \nuse case: avoid context poisining [link]", "link": "https://twitter.com/1776400471588057088/status/2106335800178966904"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "why is this happening? it has been stuck in a compaction loop and i can't seem to stop it...", "link": "https://www.reddit.com/r/opencode/comments/1x8i0na/anyone_else_having_an_issue_with_deepseek_v41/"}, {"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@lmontoya @opencode the context window seems to be too small, at least for this, i already have it compacting. [link]", "link": "https://twitter.com/127973484/status/2111544647843741840"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "codex autocompact is pretty good, it almost feels like it didn’t lose any context at all. unlike compacting on opencode, maybe claude code compacts is as good as codex but i haven’t figured that out yet.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phcd7pc/"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@ibuildthecloud @geoffreylentner @opencode see for me it’s the opposite. i had to turn off all the shit i don’t need that just pollutes my context to turn it into something usable.", "link": "https://twitter.com/1523020061925154818/status/2110456554638156233"}, {"date": "2026-10-11", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode suddenly changed the language. \nnext prompt: change the language back to english 😂 [link]", "link": "https://twitter.com/1790447225916841984/status/2109315570311344395"}]}}, "work": {"praise": 938, "complaint": 992, "n": 1930, "weighted": {"praise": 563.0, "complaint": 601.44}, "praiseShare": 48.6, "ci95": [46.4, 50.8], "regard": 0.4718, "regardCi95": [0.45, 0.494], "salience": 24.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "my @omarchy update failed partially but my agent just fixed it for free (thanks @opencode!) [link]", "link": "https://twitter.com/1876582520957063168/status/2111799306009395525"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "not bad for 3hrs of work \nrea + @opencode (free) with deepseek v4.1\nalways wanted to have a daw running natively on linux, now i do [link]", "link": "https://twitter.com/1433322549849432065/status/2111891445116481707"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "praise", "text": "claude code + @opencode go plan subagents especially the free ones is a cheat code. swarm go brrr opencode plz sponsor me some tokens i am suffering from poor founder syndrome.", "link": "https://twitter.com/1626674404141694976/status/2110889673644294187"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "this is at least the 3rd or forth time i caught opencode cli's plan mode modify files that it wasn't supposed to...", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x99omg/the_new_version_gave_plan_mode_too_much_freedom/phjhlxi/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "hope they improved their models, glm and deepseek were pretty awful there, every two sessions there were reasoning loops (even under 200k tokens)", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x7wggj/syntheticnews_latest_plans_designed_to_compete/ph87ksd/"}, {"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode grok says it's en pair with deepseek's models, but it greps forever", "link": "https://twitter.com/3027041297/status/2111287755388895254"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i had auto-approve enabled when it happened. opencode executed `remove-item -recurse -force` and deleted several folders outside the project. i've disabled auto-approve now, but i want a more reliable solution that prevents modifications outside the workspace at the os level.", "link": "https://www.reddit.com/r/opencode/comments/1x7q6ar/how_do_you_prevent_opencode_from_deleting_files/ph6lzc0/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "after asking it to set up a workflow it start spamming commands... incorrect commands. giving it full access is definitely a mistake", "link": "https://www.reddit.com/r/opencode/comments/1x7sph2/beam_is_now_available_for_free_in_opencode/ph78iay/"}]}}, "checking": {"praise": 45, "complaint": 44, "n": 89, "weighted": {"praise": 29.12, "complaint": 25.8}, "praiseShare": 50.6, "ci95": [40.4, 60.7], "regard": 0.5066, "regardCi95": [0.482, 0.53], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "the automated code review at the end of each turn is surprisingly good. it caught a couple of minor logic bugs in my app building earlier.\n", "link": "https://www.reddit.com/r/opencodeCLI/comments/1vbdp1g/anyone_using_freebuff/pf0tzcw/"}, {"date": "2026-10-09", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@elstar4x @opencode it's amazing that you are better at finding finer bugs than glm5.3-flash. you have found over 200 bugs even from repositories where glm5.3-flash has given up on finding bugs.", "link": "https://twitter.com/37227600/status/2108412833201569910"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "it’s a little different for me (+ve). i’ve worked with claude for years. i gave you my project for a deep analysis and asked what was wrong, and your review of the entire project kinda really surprised me.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x0czi7/nemotron_3_ultra_in_opencode_for_free_via_nvidias/peod296/"}, {"date": "2026-09-28", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@iam_chonchol @opencode the fact that it tested, found bugs, and fixed them before handing over the game is the impressive part.", "link": "https://twitter.com/313123169/status/2104361222850158649"}, {"date": "2026-09-20", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@aapakari got amazing code review from spark under @opencode", "link": "https://twitter.com/260941463/status/2101816702992335157"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode still missing in desktop v2.0.21: “last turn changes” in review/diff.\nit works in v1 and is essential for reviewing only the agent's latest changes. v2 added “last turn” to tui /diff, but desktop still only shows git changes.\nany plans to bring it back to desktop?", "link": "https://twitter.com/1203681616587100164/status/2105617734327316602"}, {"date": "2026-10-01", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode still missing in desktop v2.0.21: “last turn changes” in review/diff.\nit works in v1 and is essential for reviewing only the agent's latest changes. v2 added “last turn” to tui /diff, but desktop still only shows git changes.\nany plans to bring it back to desktop?", "link": "https://twitter.com/1203681616587100164/status/2105617828627812801"}, {"date": "2026-09-25", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@badlogicgames i think this is something which is missing from all ai tools like @opencode desktop and @ampcode \ni want to review/read the code with lsp and code navigation. \nall of them just shows git diff only", "link": "https://twitter.com/1158785224299335680/status/2103409717959705080"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "i don't know... for me mimo-v2.6-pro feels like a bad joke in comparison to deepseek v4.1 flash in opencode.\nit just stops or declares done while in reality nothing is tested (and nothing works), despited being promted to do so, etc.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wmozts/mimov26pro_debuts_as_the_top_open_weights_model/pbch37k/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "wondering you found any solotion for this? opencode just make me a blind vibe coder and i still prefer ghcp in vscode to see changes and then accept or reject them", "link": "https://www.reddit.com/r/opencodeCLI/comments/1t9zdv7/how_can_i_view_diffs_and_acceptreject_changes/pbe4buz/"}]}}, "interface": {"praise": 233, "complaint": 322, "n": 555, "weighted": {"praise": 142.38, "complaint": 190.17}, "praiseShare": 42.0, "ci95": [37.9, 46.1], "regard": 0.517, "regardCi95": [0.484, 0.546], "salience": 7.0, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "dsh blows in my opinion and not in a good way. if i wanted a bloated ux i’d stick with claude or codex - i use opencode and omp for the minimalist/terminal interface. the latter is a move in the opposite direction.", "link": "https://www.reddit.com/r/opencode/comments/1x7iqzv/is_opencode_v2_quietly_becoming_the_better/ph6zgs1/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "the solution for me was to leave cursor, acquire claude max for $100, and instead of using it through the terminal, i use it in opencode + openchamber, which offered me a rich development interface.", "link": "https://www.reddit.com/r/cursor/comments/1x7d6j4/cursors_days_are_gone_pro_lasts_5_days_super/ph39dyg/"}, {"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode ios app is like magic. real lightning in a bottle feeling to be able to juggle sessions from all my devices from one place", "link": "https://twitter.com/1274131746/status/2110045751229415896"}, {"date": "2026-10-12", "source": "X", "community": "@opencode", "polarity": "praise", "text": "thanks @opencode , this is so beautiful and i love the touch of the context in the top right [link]", "link": "https://twitter.com/2012933450999726080/status/2109724061706096798"}, {"date": "2026-10-11", "source": "X", "community": "@opencode", "polarity": "praise", "text": "one of the cool things about working at @opencode is contributing to making agentic coding feel good\nthat's why i've always been a fan of @jlongster work: the diff view, worktrees, terminal splits - all of these are now essential and i feel like we have the best in town [link]", "link": "https://twitter.com/917836329039355906/status/2109258525788807404"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode did they wreck your dashboard!? what on earth is that new thing", "link": "https://twitter.com/2191889138/status/2111888191691370828"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "opencode desktop is messy.\ncheck if it works in the terminal. if it does, install openchamber and use it as the gui, it's much better.", "link": "https://www.reddit.com/r/opencode/comments/1x7myr5/problem_after_fresh_install/ph5rewe/"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode would you please stop changing the console's layout/menus please , every 2 weeks , i have to search for the new location of the api key , thanks", "link": "https://twitter.com/2096282486934315010/status/2111189124858417276"}, {"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@thdxr @opencode after failing to connect to the server mobile client tries to reconnect to the server on pressing the back button instead of returning to the previous menu [link]", "link": "https://twitter.com/152593695/status/2110838898968658061"}, {"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode @opencode\nsmall ux feedback for opencode 2.0:\nsubmitted prompts stay fully expanded in the chat history.\ncodex collapses previous prompts, which keeps long sessions much cleaner.\nwould love to see a collapsible/collapsed prompt history view in opencode 🙏", "link": "https://twitter.com/1480100685475885060/status/2109906043161747854"}]}}, "reliability": {"praise": 369, "complaint": 1442, "n": 1811, "weighted": {"praise": 226.59, "complaint": 883.64}, "praiseShare": 20.4, "ci95": [18.6, 22.3], "regard": 0.5697, "regardCi95": [0.542, 0.598], "salience": 22.8, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode impressive. it's really fast. the fastest i ever tested so far. [link]", "link": "https://twitter.com/1881755995648794624/status/2111291564832264534"}, {"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "yo, what the hell is this beam model on @opencode \nlightning fast!", "link": "https://twitter.com/2041462659325845505/status/2111428333993156687"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "praise", "text": "just tested the open free deepseekfalsh model provided by @opencode \n8 concurrent connections passed \n269 tokens per second, excellent speed \ncan be rushed! [link]", "link": "https://twitter.com/18663187/status/2111125929724727491"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "still i am testing the model, and it seems to be giving responses really quickly, and even tried fetching the docs, no mention of quant.", "link": "https://www.reddit.com/r/opencode/comments/1x6jzmr/is_the_free_deepseek_41_flash_the_exact_model/pgvwczf/"}, {"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@commandcodeai v/s @opencode v/s @opendesignhq the opencode go ds v4.1 f just flies even when deepseek is down flying around 60 to 100 tps interesting, i mean command code one isn't that fast forget the ttft ! , well i guess i will before judging open design [link]", "link": "https://twitter.com/1689951062684241920/status/2110590583849070679"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "im in a different situation, where i constantly get request failed http code 500\nit does get through 5% of the time.. so yay.", "link": "https://www.reddit.com/r/opencode/comments/1x8wkea/opencode_is_not_working_with_any_of_the_free_model/phgj66r/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "[link]\nlooks like a common issue.\ni am also getting the same. on restart, it worked for a few seconds but started giving this error after some time.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8zn99/i_got_banned_from_opencodes_free_tier/phhrip2/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i just opened opencode desktop, it says the api key expired? before that, the models responded 500 server internal error. what is really going on here?", "link": "https://www.reddit.com/r/opencode/comments/1x8y2sz/is_anyone_having_these_issues/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "opencode today's api interface is severely damaged @opencode", "link": "https://twitter.com/976811979405840384/status/2111895302659875171"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i managed to get the apis back up and working but omg everything is soooo slow now.", "link": "https://www.reddit.com/r/opencode/comments/1x888iv/updated_to_opencode_2_and_now_google_api_doesnt/phbj1y7/"}]}}, "account": {"praise": 46, "complaint": 364, "n": 410, "weighted": {"praise": 28.85, "complaint": 222.17}, "praiseShare": 11.2, "ci95": [8.5, 14.6], "regard": 0.5114, "regardCi95": [0.459, 0.562], "salience": 5.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode update: it was clear @opencode was in contact with all the providers, their communication was quick and on point. @googlecloud contacted me within an hour of my report and i have got everything solved. thank you!", "link": "https://twitter.com/1510523397549215745/status/2111720976228536471"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "update: it was clear @opencode was in contact with all the providers, their communication was quick and on point. @googlecloud contacted me within an hour of my report and i have got everything solved. thank you! [link]", "link": "https://twitter.com/1510523397549215745/status/2111721289933086846"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "for those impacted by @opencode key compromise, email them. they're being gracious in working through this and figuring out refunds.", "link": "https://twitter.com/1917592527462621186/status/2111843043984769445"}, {"date": "2026-10-11", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@rajattyagi25748 @opencode @thdxr they replied and fixed it blud. opencode devs are epic.", "link": "https://twitter.com/1681202730725941248/status/2109257530669228175"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "how do you get banned? i’ve been using it fine since months, nothing wrong with my account.", "link": "https://www.reddit.com/r/opencode/comments/1wwxzs9/is_opus_55_token_inefficient_or_just_doesnt_do/pdoqh3d/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "i just tried to delete my payment method for opencode go.. got a 500 error.\nalso deleting one’s account doesn’t seem to be possible at all.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8gp72/opencode_security_breach_rotate_your_keys/phg0ae4/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "[link]\nbecause they block my request by ip, for any free models", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8zn99/i_got_banned_from_opencodes_free_tier/phhr0cc/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode i didn't get an email, but my external openrouter api key was still drained\ndisappointed icl", "link": "https://twitter.com/1130108564847169537/status/2111659792963879299"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode i haven't received the notification email you mentioned, but my key has expired. is it really only 1.4% of users? provide accurate information plz.", "link": "https://twitter.com/803597726478790660/status/2111696257161052660"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode i changed my key after a couple if hours you kicked me out. is it ok to use or not. be transparent here. my timeline is ticking.", "link": "https://twitter.com/186503224/status/2111758410488385890"}]}}, "limits.plan_value": {"praise": 740, "complaint": 493, "n": 1233, "weighted": {"praise": 432.33, "complaint": 290.37}, "praiseShare": 60.0, "ci95": [57.3, 62.7], "regard": 0.664, "regardCi95": [0.641, 0.686], "salience": 15.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "most commercial plans for big enterprises are like 120 dollars and those are subsidised and usually like 600 dollars of credits a week. in a day with a dollar of credits? absolutely. opencode go is great, i’d recommend it. it’s 80 dollars of deepseek credits", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8osv2/a_beginner_could_use_some_help/phenc1z/"}, {"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@shenqingchuan @xiqingongzi @opendesign @commandcodeai @opencode if you don't have enough, just buy a little more, opencode is a fair price.", "link": "https://twitter.com/1456591639859068931/status/2111430312215671199"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "you get very generous usage of spark-1.3-contr on the $10 plan. ds-4.1-flash as well if you keep it exclusive to off-peak hours.\nuse them for tasks that aren't particularly hard as they're plenty capable for that, save your claude tokens for the more challenging stuff.", "link": "https://www.reddit.com/r/opencode/comments/1x61rya/opencode_go_vs_plus/pgtd33w/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "but even for the free plan, does it make sense to hit the usage limit in just one day? i swear i didn't do anything else, nothing particularly heavy.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8osv2/a_beginner_could_use_some_help/phej6r8/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "am i the only that feels it? even if you use the cheapest models your monthly usage is always gonne in 5~10d, horrible atm.", "link": "https://www.reddit.com/r/opencode/comments/1x8j8ah/opencode_go_monthly_limit_is_a_joke_even_on_muse/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "honestly no, claude's $20 sub and gpt's $20 sub give much much better value for money than opencode's and commandcode's $10 subs", "link": "https://www.reddit.com/r/codex/comments/1x6oyij/my_codex_plus_plan_has_expired_whats_next/pgxirep/"}]}}, "limits.window_interrupts_work": {"praise": 16, "complaint": 154, "n": 170, "weighted": {"praise": 9.33, "complaint": 90.3}, "praiseShare": 9.4, "ci95": [5.9, 14.7], "regard": 0.464, "regardCi95": [0.431, 0.501], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "same i was so confused are they using it incorrectly or something i've been using it all day finishing few personal projects not one time was i rate limited. i wanted to add it to omniroute first so i can continue to use the same combo's but couldnt so i am just using directly from opencode may be these guys are using something outside opencode?", "link": "https://www.reddit.com/r/opencode/comments/1x6se5m/deepseek_41_free/pgyn9eg/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i have used it for like 30 m and after that o can use anymore sadly", "link": "https://www.reddit.com/r/opencode/comments/1x6se5m/deepseek_41_free/pgy3hnk/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it is pretty much unusable, less than a 30 mins session and getting rate limited already after just one prompt (agentic coding task) is a joke.", "link": "https://www.reddit.com/r/opencode/comments/1x6se5m/deepseek_41_free/pgy70bg/"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode basically one send per 5 hours. why are you being so fraudulent with us @thdxr", "link": "https://twitter.com/2056992423478530048/status/2110513266015469570"}]}}, "limits.burn_rate": {"praise": 95, "complaint": 424, "n": 519, "weighted": {"praise": 54.55, "complaint": 256.83}, "praiseShare": 18.3, "ci95": [15.2, 21.9], "regard": 0.4907, "regardCi95": [0.455, 0.523], "salience": 6.5, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode bonus: tesla p100 (2016, passive cooling) does 55 tok/s on the 9b ptq1_0 vs 27 for qwen q4. hermes also passed but needed 64k ctx and 42 tool calls, opencode was way more efficient on this one", "link": "https://twitter.com/2915200240/status/2111106307302560008"}, {"date": "2026-10-06", "source": "X", "community": "@opencode", "polarity": "praise", "text": "pointed @opencode’s go + @deepseek_ai v4.1 at my disk cleanup and recovered 30+ gb.\nbarely moved my usage. basically free. 😮💨 [link]", "link": "https://twitter.com/1729512787955589120/status/2107530148853744091"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "if you just use dsf 4.1, opencode lasts longer than 20 sub using luna low.", "link": "https://www.reddit.com/r/opencode/comments/1wvkbm2/is_opencode_go_worth_it_now/pdef32s/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "nah. also added my good $10 for pay-as-you-go, but haiku and argon ate it quickly.", "link": "https://www.reddit.com/r/opencode/comments/1x8vxul/so_do_we_get_a_free_reset_for_opencode/phg7oud/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "noticed that too that it made me think something is going on, i literally was using sol on opencode to plan things out and i get plenty usage left after that, today mid plan (no write only read mode) , my 5h usage ended in a 5 min, 6.1 sol model", "link": "https://www.reddit.com/r/codex/comments/1x86pme/plus_sol_burns_tokens_as_fast_as_astra_now/phc2njj/"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@plotarmordev @opencode 1.5 at most if you use thinking level low. if you use thinking level high, then the limits run out faster than its completion", "link": "https://twitter.com/1816480692018266112/status/2110393163286298858"}]}}, "limits.allowance_change": {"praise": 21, "complaint": 162, "n": 183, "weighted": {"praise": 12.46, "complaint": 93.66}, "praiseShare": 11.5, "ci95": [7.6, 16.9], "regard": 0.6176, "regardCi95": [0.545, 0.681], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "praise", "text": "i'm legitimately impressed how @opencode was able to double, then double again the dsv4f limits. i don't even want to know how many toes @opencodejr had to lick to get this working, but god bless. [link]", "link": "https://twitter.com/2875430175/status/2110512218177462632"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "deepseek v4.1 flash in opencode go ($10 plan) — usage increased from $60 to $80!", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x3xbyq/deepseek_v41_flash_in_opencode_go_10_plan_usage/"}, {"date": "2026-09-27", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode permanent 4 times the quota, this is too good!! it feels like going back to that cheap time again.", "link": "https://twitter.com/1748855865363615744/status/2104009489729179790"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode go sucks now not renewing the nerf to my legacy account made it useless for me", "link": "https://twitter.com/1789815444746203136/status/2107624675589370178"}]}}, "limits.reset_schedule": {"praise": 7, "complaint": 51, "n": 58, "weighted": {"praise": 4.48, "complaint": 28.86}, "praiseShare": 12.1, "ci95": [6.0, 22.9], "regard": 0.4889, "regardCi95": [0.466, 0.515], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@indrazulfi @opencode dude,today my monthly usage ended at 98% and the next month cycle started and honestly for the first few 300-500 requests from ds v4.1 flash came completely without billing even though my new cycle started for a bit, kind of like carry on - so more appreciation to opencode.", "link": "https://twitter.com/1128700256688807936/status/2111451252844277799"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode ummm..... my go limit was reset was due today.... its now stuck at paused for some reason? can't find a way to unpause...... i need it 😭😭", "link": "https://twitter.com/1825025743073484800/status/2104589020928024851"}]}}, "limits.usage_meter": {"praise": 17, "complaint": 180, "n": 197, "weighted": {"praise": 10.98, "complaint": 107.84}, "praiseShare": 8.6, "ci95": [5.5, 13.4], "regard": 0.5092, "regardCi95": [0.455, 0.566], "salience": 2.5, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@opencode", "polarity": "praise", "text": "for clarity on token and usage @opencode is still miles ahead of every other harness i ever used. \nwhile codex and claude works with usage which i'm never sure how much token is spent & price.\n@cursor_ai is far away second. [link]", "link": "https://twitter.com/1846642738604756993/status/2104955180341227787"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "their not because cline is not at all transparent when it comes to usage \ntransparent scale \nopencode > command code > cline \n", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wpp83n/deep_comparison_for_heavy_use_command_code_vs/pbxbzqi/"}, {"date": "2026-09-04", "source": "X", "community": "@opencode", "polarity": "praise", "text": "thank you @opencode for providing the api to show usage limits in other apps. [link]", "link": "https://twitter.com/8966732/status/2095781937394897011"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "# model\nmodelgemini-4-argon-contributor\nprovideropencode\nreasoningeffort · high\n# tokens\ninput127.949\noutput1.125\nreasoning831\ncost$0.5343\nthat was my most expensive call... 1 out of 3... no idea how they calculate these things and how much cache input i got...", "link": "https://www.reddit.com/r/opencode/comments/1x7mlp8/gemini_4_argon_contributor/ph5vrk2/"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode my usage dashboard is bugging out.\nhow did i use 44% of my weekly limit with just 73.1m tokens. also usage by model doesn't even show my gpt 5.6 sol usage. need some help here [link]", "link": "https://twitter.com/857533507844939776/status/2110976996784374178"}, {"date": "2026-10-07", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "hey @opencode \ngo sub is supposed to give $60 of usage, for $10 right?\nmy usage is is $51(including already spent credits) but have hit 100% use already...is math not mathing here for me?\n@thdxr @jayair please help, i am going broke here 😭 [link]", "link": "https://twitter.com/2864964553/status/2107787708542443736"}]}}, "limits.prompt_cache": {"praise": 40, "complaint": 85, "n": 125, "weighted": {"praise": 22.58, "complaint": 52.67}, "praiseShare": 32.0, "ci95": [24.5, 40.6], "regard": 0.5034, "regardCi95": [0.476, 0.534], "salience": 1.6, "receipts": {"praise": [{"date": "2026-09-28", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@hatem_hosny_ @opencode ya'll got a harness problem. opencode go serves straight from deepseek servers, which has incredible cache hit rates. check yourself, before you wreck yourself", "link": "https://twitter.com/2006614499416223744/status/2104700935431995903"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "opencode 2 or 1.x?\nopencode 2 has better cache hit. it's entirely dependent on the harness you use.", "link": "https://www.reddit.com/r/opencode/comments/1wqox6a/cheepseek_has_its_price_cache_hit_ratio/pc6u7tl/"}, {"date": "2026-09-25", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@bolmercl @opencode maybe for very complex tasks. for most day to day coding it's very very cheap. 97+% cached tokens on most chats.", "link": "https://twitter.com/101966910/status/2103527384444219699"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "ok, its not just me then, i think opencode trying out multiple provider so that they can continue cheapseek, but that f'd up the cache hit rate so its actually more expensive now even though cheapseek increased budget to $80\nthanks", "link": "https://www.reddit.com/r/opencode/comments/1x502wd/deepseekv41flash_cache_hit_rate_is_like_non/pgi4jnv/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "uhhh no? i dont think thats how it works. here, same session, 16 minutes, cache hit got worse\n[[link]", "link": "https://www.reddit.com/r/opencode/comments/1x502wd/deepseekv41flash_cache_hit_rate_is_like_non/pgi5b6d/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i dont think thats the case ... \n[[link]\nits the same session, ran for about 16mins, cache hit is still effectively 0... so i think its a routing problem between providers rather than cache timed out ... ", "link": "https://www.reddit.com/r/opencode/comments/1x502wd/deepseekv41flash_cache_hit_rate_is_like_non/pgi9zi1/"}]}}, "billing.overage_charges": {"praise": 7, "complaint": 35, "n": 42, "weighted": {"praise": 3.65, "complaint": 24.09}, "praiseShare": 16.7, "ci95": [8.3, 30.6], "regard": 0.547, "regardCi95": [0.494, 0.616], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-13", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@t64_bv @selzer25 @notch @opencode the frontier kimi & glm models are quite expensive, but deepseek and the flash variants are extremely cheap. i use the v4 pro with opencode go on a daily basis and rarely have to do extra credit top ups.", "link": "https://twitter.com/2055572979019292672/status/2099150177198117126"}, {"date": "2026-09-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "you can always put credits on opencode go if you go over your usage, and the first month is like 5 dollars so you can see how much it is viable for your use case no harm no foul :d", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wcas0i/anyone_using_ds_v41_flash_in_pi/p96qpkn/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "just came to post the same thing, $400 unauthorized spend on our anthropic account today as a result of this", "link": "https://www.reddit.com/r/opencode/comments/1x8bas3/they_fd_up_breach/phb4ypm/"}, {"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@colinparsonscom @opencode @anomalyco @thdxr yes. they confirmed it in an email. i’m out $65 on my openai account.", "link": "https://twitter.com/1258948276272926732/status/2111465500522029257"}, {"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "upgraded to @opencode v2 and it used all my openrouter credits while saying i was using my go plan 😕 [link]", "link": "https://twitter.com/1857897107975245824/status/2110606228720107574"}]}}, "billing.pricing_clarity": {"praise": 9, "complaint": 143, "n": 152, "weighted": {"praise": 5.51, "complaint": 79.87}, "praiseShare": 5.9, "ci95": [3.1, 10.9], "regard": 0.533, "regardCi95": [0.464, 0.607], "salience": 1.9, "receipts": {"praise": [{"date": "2026-09-21", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "it’s not unclear. it’s very clear and it’s not disproportionately it’s right there in the table how much they charge for tokens in/out.\nfull allowance is honored exactly as advertised. i get $60 of the model i use every month.", "link": "https://www.reddit.com/r/opencode/comments/1wm9bg1/monthly_limit_on_go/pb5m0eb/"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode i'll never understand how the go plan works... [link]", "link": "https://twitter.com/559877006/status/2110121147681407019"}, {"date": "2026-10-08", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode before purchasing the opencode go plus package, check the limits. this is a trap; you are not getting the 4xgo plan by paying $40, they are just calling it plus to sell you the 2xgo for $40. this is nonsense.", "link": "https://twitter.com/1571148109954023424/status/2108084844844728509"}, {"date": "2026-10-07", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "opencode has a big pit today!\n1. space bunny go is paid, this go platform is actually paid!\n2. space bunny free is the one that is free!\nwhy do such ridiculous things??\n@opencode", "link": "https://twitter.com/1082099356570796032/status/2107677653834895684"}]}}, "billing.free_tier": {"praise": 384, "complaint": 254, "n": 638, "weighted": {"praise": 246.86, "complaint": 160.52}, "praiseShare": 60.2, "ci95": [56.3, 63.9], "regard": 0.5226, "regardCi95": [0.484, 0.56], "salience": 8.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "hi,\nhow is it even possible that i've been coding with opencode for 3 weeks for free without any restrictions. am i the only one that has this privilege or what is the policy behind offering free models without restrictions?", "link": "https://www.reddit.com/r/opencode/comments/1x9bzrj/how_is_it_even_possible_that_ive_been_coding_for/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@yanki3l i know it has nothing to do with your question, but @opencode has quite a few good models in the free tier, including deepseek v4.1 that you can integrate into your ade.", "link": "https://twitter.com/809638980744454144/status/2111880217518354439"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i just bought open code go, but beam seems insanely good for a free model? it’s willing to do pentesting as well", "link": "https://www.reddit.com/r/opencode/comments/1x71irl/what_free_model_do_you_use/ph7p744/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "today, the free tier only allowed 2 requests before the limit was completely exhausted", "link": "https://www.reddit.com/r/opencode/comments/1x8el5e/since_free_muse_spark_got_removed_from_opencode/phepq42/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "no models asre working. this is the first time i see something like this.\n\"forbidden, opencode free model gateway detect abuse traffic\"", "link": "https://www.reddit.com/r/opencode/comments/1x92qoh/opencode_error/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "i love you @opencode but you can’t say a model is free with such low limits on it.", "link": "https://twitter.com/14355333/status/2111930485689798883"}]}}, "billing.subscription_portability": {"praise": 53, "complaint": 50, "n": 103, "weighted": {"praise": 28.77, "complaint": 29.3}, "praiseShare": 51.5, "ci95": [41.9, 60.9], "regard": 0.5222, "regardCi95": [0.497, 0.547], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@zeeg apps from the labs are pretty bad imo. only reason i use gpt models is that the sub can be used with other harnesses like @ampcode / @opencode", "link": "https://twitter.com/1079733008/status/2108429017590419945"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/OpenAI", "polarity": "praise", "text": "i might be wrong but claude doesn't let you log in with your sub into whatever tool? \ni have an openai sub and i never used the codex/chatgpt app, i just login with my account into opencode and/or proxy the sub to whatever harness.", "link": "https://www.reddit.com/r/OpenAI/comments/1wy2h4d/are_you_planning_to_cancel_your_chatgpt_plus/pdz3gkf/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "agreed, done some post mortem on some tasks and even on my case, on subagents, codex harness is making poll request every one second. i've moved to using opencode with openai subscription and things seem a little better, but i haven't run any measurement", "link": "https://www.reddit.com/r/codex/comments/1wlcy5q/this_will_save_your_usage/pb7qsrv/"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@jayqinqt @opencode uh. do you know how to use open code go in pi? i just don't understand why flash free can only be used in open code agent. confusing behavior.", "link": "https://twitter.com/1580473393589387264/status/2110756358664700302"}, {"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@jawadmakes @opencode yes same\nopencode's api key cannot be used outside of opencode :/", "link": "https://twitter.com/2012949736249344000/status/2110095910822932510"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "love it too, but claude in opencode means api billing. so i'm bringing that kind of polish to claude code instead.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxcwv3/i_made_claude_codes_terminal_look_like_a_desktop/pe77pa0/"}]}}, "setup.install_signin": {"praise": 36, "complaint": 127, "n": 163, "weighted": {"praise": 20.44, "complaint": 79.57}, "praiseShare": 22.1, "ci95": [16.4, 29.1], "regard": 0.5121, "regardCi95": [0.478, 0.549], "salience": 2.1, "receipts": {"praise": [{"date": "2026-09-30", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i had tried \\`opencode auth list\\` already and it showed \\`no authenticated integrations\\`, which is why i got confused and asked my question. i'm pleasantly surprised opencode can be used without any login. thank you.", "link": "https://www.reddit.com/r/opencode/comments/1wu4czc/how_to_logout_login_and_check_login_info_in/pd082xn/"}, {"date": "2026-09-29", "source": "X", "community": "@opencode", "polarity": "praise", "text": "i took the leap: just setup my @frameworkputer with @omarchylinux. fortunately @opencode was 1-click away and big pickle quickly helped me with a few adjustments.", "link": "https://twitter.com/2089436810719977472/status/2105040003617407068"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "its been about 2 days on both of my opencode accounts i am not able to use them\nwhen is this api key and social sign in going to work", "link": "https://www.reddit.com/r/opencode/comments/1x94i63/when_are_we_getting_the_solution/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode @jayair @thdxr @fanjiewang having to go into the terminal and reset/paste an api key just to use the opencode go subscription i’m already paying for is horrible ux design.\ni’m signed in. i’m subscribed. it should just work. why is any of this necessary? [link]", "link": "https://twitter.com/1528422822644695040/status/2111707897512255911"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "hello @opencode, looks like user password reset journey is kaput", "link": "https://twitter.com/513178685/status/2111718525060653489"}]}}, "setup.provider_byok_local": {"praise": 133, "complaint": 118, "n": 251, "weighted": {"praise": 75.77, "complaint": 72.86}, "praiseShare": 53.0, "ci95": [46.8, 59.1], "regard": 0.5001, "regardCi95": [0.467, 0.531], "salience": 3.2, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "btw i am using oc right now with both qfn and 27b on my local hardware so yes local. seems almost the same as running qwen 3.8 via opencode go subscription", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x3ybdl/opencode_harness_suck_or_is_it_just_me/pfh63r6/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "wtf is this bs? i just recently learned about it. had i not seen posts here and there i wouldn't try it.\ni just set up opencode with strata and 3.8 flash on 3090 with 100+ tok/s. it's insane. \n", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wwobfg/yes_bots_we_get_it_strata_is_good_now_please_stop/pdn81qq/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode for the opencode go security problem, i have to revoke my keys. then i spend 10mins to find out that the api key settings are in settings- service accounts- pick one-enter a page that add api key. i don’t care what the security problem is. just keep my api page back.", "link": "https://twitter.com/1860280530035703808/status/2111709669689561229"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode why do keep getting this? i paste d the key from console and it doesn't add the key [link]", "link": "https://twitter.com/2027659929641971712/status/2111738194211545360"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "unable to load api keys from default....\ncan not access workspaces either.\nanyone else with a same problem?", "link": "https://www.reddit.com/r/opencode/comments/1x7ryyy/go_console_issues/"}]}}, "setup.extensions_mcp": {"praise": 97, "complaint": 101, "n": 198, "weighted": {"praise": 61.1, "complaint": 63.6}, "praiseShare": 49.0, "ci95": [42.1, 55.9], "regard": 0.4964, "regardCi95": [0.466, 0.528], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i connected stitch mcp with opencode long ago, and it would make calls to stitch to retrieve designs and also allow you to view your past stitch design library and programs. i used deepseek at that time", "link": "https://www.reddit.com/r/opencode/comments/1x931z2/ui/phhre13/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "since opencode has official support for enterprise, i switched due to codemode that has been the default for better mcp servers without blowing up context window", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x50lgx/can_github_copilot_compete_with_the_likes_of/pgirywp/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "oh i'm with you. blew my mind at first! v2 opencode is better at plugins than v1, btw. i think they borrowed a bunch of concepts from pi.", "link": "https://www.reddit.com/r/opencode/comments/1x3kep6/actual_token_usage/pfd8d5j/"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode - \"json schema exceeds the maximum nesting depth of 10 levels\"\nfix: i disabled mcps, and the issue is gone", "link": "https://twitter.com/1553011876811907072/status/2110906298069843980"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "the only thing i’d point though is some plugins are not ready for v2 yet, so if you rely on any of them it’s worth to double check first ", "link": "https://www.reddit.com/r/opencode/comments/1x2xzfg/opencode_2_vs_v1190/pf72x5a/"}, {"date": "2026-10-09", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "why is figma mcp stilled not fixed in opencode\n@thdxr @opencode @figma", "link": "https://twitter.com/1519920385961381888/status/2108585342320398611"}]}}, "setup.onboarding_docs": {"praise": 13, "complaint": 58, "n": 71, "weighted": {"praise": 8.45, "complaint": 37.9}, "praiseShare": 18.3, "ci95": [11.0, 28.8], "regard": 0.492, "regardCi95": [0.464, 0.521], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@thdxr @opencode love the new release notes feature in the opencode cli, thanks ❤️", "link": "https://twitter.com/2094804572250210305/status/2110427796459651263"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "im waiting on a dedicated tui version, had too many issues setting up oh-my-dsh and other community releases for dsh tui, decided opencode was simple enough, especially with v2", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wutkgt/deepseek_harness_02_optional_bundle_architecture/pd6i6am/"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "typical update procedure but i think you need to so some migration shii before that. everything is documente though so you can just check their docs", "link": "https://www.reddit.com/r/opencode/comments/1wmi2tv/migrating_to_opencode_v2_from_v1/pcy490e/"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode i am *baffled* at how difficult it was to find a way to create an api key with your new ui.\ni setup just under 10 apis today. one of them google! zen was the hardest api key to find.", "link": "https://twitter.com/24272946/status/2109885468053840339"}, {"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode the webpage for opencode 2.0 is extremely difficult to find the api key... why did you design the ui like this... this is the worst design i have ever seen.", "link": "https://twitter.com/881820889511219201/status/2109982408762359987"}, {"date": "2026-10-06", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "you guys should do something about this one lol! i issues on logs/ api usage acceptable (not really but yeah) , but a dead link in the page where user clicks to find how to use it ? not a fan of that. @opencode @jayair @adamdotdev", "link": "https://twitter.com/1689951062684241920/status/2107481950185521456"}]}}, "setup.ide_integration": {"praise": 19, "complaint": 21, "n": 40, "weighted": {"praise": 10.96, "complaint": 11.87}, "praiseShare": 47.5, "ci95": [32.9, 62.5], "regard": 0.4978, "regardCi95": [0.478, 0.515], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-08", "source": "Reddit", "community": "r/ZedEditor", "polarity": "praise", "text": "the one feature about it that i do like? i run opencode in a agent terminal window, not a native zed agent. but it can still tell what file/lines i have highlighted in the zed editor. is this something that your flow can do? i'd love to know more. i'm new to all this.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wzg01y/my_favorite_zed_feature_turn_ai_off/pemj7wh/"}, {"date": "2026-09-12", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@dilshadtweets @opencode for the convenience of using opencode, you can use the vscode extension openchamber. it's beautiful + convenient, and the functionality is more complete than in the web version of opencode.", "link": "https://twitter.com/1125796673547010048/status/2098771911689859480"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "opencode in rider gets stuck sometimes running terminal commands. i ran the same command the last time in the desktop app and it ran fine.", "link": "https://www.reddit.com/r/opencode/comments/1x656ls/does_the_opencode_agent_in_rider_work_differently/pgu6spc/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "thanks for the answer, but unfortunately, intermina under vscode it does not work. i needed to switch it of in opencode.json ", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x1ggia/annoying_pasted_12_lines_shortcut/petev5v/"}, {"date": "2026-10-08", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@jetbrainsrider i'm watching .net day online 2026, and decided to try the air in rider with the opencode agent. problem is that the integration is not working, maybe air is not compatible with @opencode 2 cli?", "link": "https://twitter.com/53098907/status/2108065274528502095"}]}}, "models.catalog_access": {"praise": 186, "complaint": 277, "n": 463, "weighted": {"praise": 113.63, "complaint": 158.87}, "praiseShare": 40.2, "ci95": [35.8, 44.7], "regard": 0.6452, "regardCi95": [0.612, 0.676], "salience": 5.8, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "they are very fast with bringing new models!\ni have used so many stealth models on opencode, that otherwise i wouldn't even know about", "link": "https://www.reddit.com/r/opencode/comments/1x6ivix/round_of_applause_to_opencode/pgwifok/"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode i have both go and zen creds. it still says go subscription needed, log shows 403 . i think this has become like nvidia nim models", "link": "https://twitter.com/1077063246513721344/status/2111140545183805447"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i just signed up to the opencode paid plan. unfortunately my model changed with that and now i am messing around with models that don't really work for me. i liked big pickle. can i get it back or is the hidden model behind it known?", "link": "https://www.reddit.com/r/opencode/comments/1x4i7go/what_model_is_big_pickle_today/"}]}}, "models.routing_auto": {"praise": 32, "complaint": 101, "n": 133, "weighted": {"praise": 16.81, "complaint": 62.4}, "praiseShare": 24.1, "ci95": [17.6, 32.0], "regard": 0.4836, "regardCi95": [0.455, 0.511], "salience": 1.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it acts like deepseek... are they tricking us?\nthe output is not like i'm used to for glm5.3 flash on all different providers i get the same type of output and on opencode not...\nwhat's going on?\nany1 else noticing this?", "link": "https://www.reddit.com/r/opencode/comments/1x87ie5/is_glm_53_free_deepseek/"}, {"date": "2026-10-07", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "exo free in opencode. \nanother useless router!!!\n@opencode why do you give us routers like this?\n[link] [link]", "link": "https://twitter.com/1972597660642390016/status/2107755846218531311"}]}}, "models.effort_control": {"praise": 19, "complaint": 61, "n": 80, "weighted": {"praise": 10.95, "complaint": 35.61}, "praiseShare": 23.8, "ci95": [15.8, 34.1], "regard": 0.4524, "regardCi95": [0.431, 0.473], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "how are you sure that they rewrite the reasoning at the gateway because atleast to my understanding the model at highx on opencode zen seems to work close to the same level on fable 5.1 on some of my hardest tasks and its considerably better than 1.3 on lower reasoning levels\n", "link": "https://www.reddit.com/r/opencode/comments/1x0mfyc/whats_your_favorite_free_model/pggn6f1/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i still think opus 5.5 medium is the absolute sweet spot, cheapest and best result. ", "link": "https://www.reddit.com/r/opencode/comments/1ww5o7y/animated_horse_space_bunny/pdigi8k/"}, {"date": "2026-09-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "does no one using grok ever want to increase/decrease effort after having typed a paragraph? it's all these little things that make @opencode so much more pleasant to use.", "link": "https://twitter.com/15773993/status/2101039803001421851"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "in the desktop app they're all listed as reasoning off, which really kills the usefulness.", "link": "https://www.reddit.com/r/opencode/comments/1x7dbzz/opencode_is_at_its_peak/ph3o08f/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i updated oc v2 and saw a dropdown next to my model dropdown > i clicked it and saw different reasoning modes and then it disappeared ... just bugged right now i'm guessing.", "link": "https://www.reddit.com/r/opencode/comments/1x44luk/how_do_i_choose_a_variant_or_reasoning_model_in/pfhym0i/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "could you give some tips to make it good? i tried \"max\" but it overthinks everything and give an extremely amount of output tokens", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wz259q/mistral_just_released_large_4_le_chonk/pe883nr/"}]}}, "models.quality_drift": {"praise": 78, "complaint": 214, "n": 292, "weighted": {"praise": 44.97, "complaint": 129.36}, "praiseShare": 26.7, "ci95": [22.0, 32.1], "regard": 0.5084, "regardCi95": [0.472, 0.539], "salience": 3.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i thought it was mistaken. when big pickle suddenly this good anyway", "link": "https://www.reddit.com/r/opencode/comments/1x5adep/opencode_is_pretty_good_now_i_created_an_f1_game/pgla3oz/"}, {"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode much better than opencode 1. thank you so much for your hard work on this one.", "link": "https://twitter.com/928235320256139265/status/2110029139197788609"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "after upgrading to v2, it seems a bit of an improvement now actually.", "link": "https://www.reddit.com/r/opencode/comments/1x290y4/opencode_on_iphone_without_app/pf720sr/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "dsv4.1 has been making me mad for these past few days / weeks. i'm sure it just got lobotomized. i can leave it do it's own thing and expect okay-ish result before, but now, idk., it's just horrible.\nand i'm not using the free version one, never. i always use the one in go sub.", "link": "https://www.reddit.com/r/opencode/comments/1x7pfrf/todays_space_bunny_deepseek_v41_flash/ph78o2w/"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@neohob @opendesignhq @commandcodeai @opencode @pidotdev opencode go quality/consistency dropped a lot last week or so", "link": "https://twitter.com/196304494/status/2110200609681154118"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "and it's way dumber than last week. needs far more steering now. can't trust it with my workflow.", "link": "https://www.reddit.com/r/opencode/comments/1x3xbqa/deepseek_v41_flash_in_opencode_go_10_plan_usage/pgejb1y/"}]}}, "context.instruction_files": {"praise": 22, "complaint": 16, "n": 38, "weighted": {"praise": 12.13, "complaint": 10.36}, "praiseShare": 57.9, "ci95": [42.2, 72.1], "regard": 0.4998, "regardCi95": [0.483, 0.516], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-14", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i tested it with astra and sol and both models explicitly followed the rules defined in the .md file.\nif you don't believe me, you're free to test it out on your own.", "link": "https://www.reddit.com/r/opencode/comments/1wge71c/how_to_run_an_autonomous_multiagent_dev_team_for/p9tr2p8/"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "this change is so late and so pointless now lmao. whats ironic is i dont use claude code at all but every agent i use understands claude code structure. calude.md skills etc all are set how i would set it up for cc. codex picks them up, grok picks them up, agy picks them up, opencode picks them up, never had an issue.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wk2q8v/agentsmd_now_supported_in_claude_code/paq4qbm/"}], "complaint": [{"date": "2026-10-05", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "[link]\nshould i need to rotate my credential it look fishy that it read .env even in [agents.md]([link]) i have say never read .env", "link": "https://www.reddit.com/r/opencode/comments/1wy493j/space_bunny_read_my_credential/"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "this is japanese actullay. and qwen 3.8 max will reply in japanese for no reason as well,even i have told in [agents.md](http://agents.md) that to reply in enligh", "link": "https://www.reddit.com/r/opencode/comments/1wkjus5/big_pickle_responding_in_chinese/par06np/"}, {"date": "2026-09-04", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@maxforai @zai_org @opencode it's already running, but i've found a problem. this model likes to modify files, even if there are rules, it will still make changes.", "link": "https://twitter.com/889660723097239552/status/2095807077004316974"}]}}, "context.instruction_following": {"praise": 26, "complaint": 87, "n": 113, "weighted": {"praise": 13.85, "complaint": 54.13}, "praiseShare": 23.0, "ci95": [16.2, 31.6], "regard": 0.4802, "regardCi95": [0.453, 0.508], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "yes, it is possible. i noticed it and added an extra rule read at startup that explicitly forbids the plan agent to tamper with any files except in the temp directory. so far it is honored by every model. ", "link": "https://www.reddit.com/r/opencode/comments/1wzevl3/llm_created_files_while_in_plan_mode/pf7vp8r/"}, {"date": "2026-08-31", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i use the cheapest one mimo 2.5 . its crazy but i really like this model, even more than codex-sol. seriously its probably not the best at coding, but it understands me and is way better at following instructions.", "link": "https://www.reddit.com/r/opencode/comments/1w3pf0q/is_it_possible_to_code_a_lot_with_opencode_go/p720cok/"}, {"date": "2026-09-20", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "what's the point of those resets if i can get the same amount of work or less done when i was using 5.5?\nanyways, i've shifted to opencode and glm has been better at instruction following then the models i've experienced here. \nhave fun with your workflow, i just want to get my work done.", "link": "https://www.reddit.com/r/codex/comments/1wl9was/is_chatgpt_plus_still_worth_it_for_a_very_heavy/pax8wyq/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "probably it's a data stealing model with a huge incentive to read as much data as it can, i ran it and it literally tried to read my whole computer even after repeatedly telling it not to, it took 3 attempts of me telling it to stop until it gave up reading files it shouldn't.", "link": "https://www.reddit.com/r/opencode/comments/1x4oovk/which_model_is_cat_jam_free/pgxi0ye/"}, {"date": "2026-10-06", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@grok @opencode uhh ok so its much worse than opencode, anyway are there any current as smart or smarter free models on opencode (compared to spacebunny) excluding muse spark 1.3 which i tested and it sucks quite a lot, it doesnt follow instructions correctly", "link": "https://twitter.com/1459915076102766599/status/2107551628941279595"}, {"date": "2026-10-03", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "fledge alpha on @opencode doesn't follow instructions from my testing. it tries to either find a shortcut or end up not doing the task at all.", "link": "https://twitter.com/1966562733450752000/status/2106420781433684081"}]}}, "context.clarifying_questions": {"praise": 7, "complaint": 12, "n": 19, "weighted": {"praise": 3.14, "complaint": 6.65}, "praiseShare": 36.8, "ci95": [19.1, 59.0], "regard": 0.496, "regardCi95": [0.485, 0.506], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-15", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i tried with gemma4 e4b and it's really bad. used same system.md with opencode. it didnt follow the the rules, didn't ask for more info.\nopencode follows the rules and asks so idk", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wcj9bg/who_uses_pi_what_do_you_like_about_it/p9v0o7l/"}], "complaint": [{"date": "2026-10-01", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it seems to be making a lot more guesses. it is screwing up a lot for me.", "link": "https://www.reddit.com/r/opencode/comments/1wunnh3/they_changed_space_bunny_alpha_again_didnt_they/pd4phps/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i dont like the fact that it keeps guessing rather than look for answer and if it doesnt find them to consult me", "link": "https://www.reddit.com/r/opencode/comments/1wocn5s/space_bunny_thoughts/pc1490a/"}]}}, "context.long_context_decay": {"praise": 15, "complaint": 99, "n": 114, "weighted": {"praise": 10.73, "complaint": 60.78}, "praiseShare": 13.2, "ci95": [8.1, 20.6], "regard": 0.4877, "regardCi95": [0.453, 0.523], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "if you're using @opencode, try deepseek-v4.1-flash.\nit's capped at 200k context, but in my experience, it performs better than 1m context models.\nsometimes, a smaller context window keeps the model in its smart zone.\ni've tested it myself. not just benchmarks, real usage.", "link": "https://twitter.com/1982427257387061249/status/2111342742551069024"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "i haven't had this issue. i usually go near 800k context with no problems, no slowing or drifting. what kind of tasks do you have issues with?", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wn2lux/deepseek_41_flash_starts_to_crawl_at_about/pbco8hd/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "i have a rtx 5080. using ninfer with 230k ctx with claude code, opencode and pi. no issues so far. no reasoning loops or kv quality degradation experienced. compaction is good in claude code and opencode. i tried coding, general chat and prose. ", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wzfv45/just_my_how_i_run_qwen38_27b_on_16gb_experience/peece91/"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "after 300-400k tokens imho. if you go past that, it starts loosing context and derail its reasoning. ", "link": "https://www.reddit.com/r/opencode/comments/1x4pf51/im_new_on_using_opencode_so_what_is_the_best_free/pgfsge6/"}, {"date": "2026-10-12", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@suyashkelvin @opencode this isn't true, while i do use glm 5.3 flash (its already on opencode btw) it absolutely does hallucinate on longer running sessions", "link": "https://twitter.com/2092956458589511680/status/2109639357871067545"}]}}, "context.compaction": {"praise": 33, "complaint": 75, "n": 108, "weighted": {"praise": 21.0, "complaint": 47.71}, "praiseShare": 30.6, "ci95": [22.7, 39.8], "regard": 0.4814, "regardCi95": [0.456, 0.51], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "the opencode auto compact works great for me (it automatically runs compact when reaching like 90%)", "link": "https://www.reddit.com/r/opencode/comments/1x3mn7w/is_there_a_difference_between_mimov26flashfree/pfevedl/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "doesn't compaction basically do the same thing? in opencode i can see the compaction results, they are basically a big summary of what's been done, what needs doing yet, constraints, etc. seems pretty complete already", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wz1pqn/qwen_4_apparently_coming_out_at_the_end_of_october/peivj22/"}, {"date": "2026-09-25", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@thdxr @jayair why is opencode **so** much faster than codex and claude when it comes to compacting? for codex and claude, i run `/compact` and go to the bathroom. `/compact` in @opencode runs in like 10 seconds. why?", "link": "https://twitter.com/139814735/status/2103634918190531040"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "why is this happening? it has been stuck in a compaction loop and i can't seem to stop it...", "link": "https://www.reddit.com/r/opencode/comments/1x8i0na/anyone_else_having_an_issue_with_deepseek_v41/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "codex autocompact is pretty good, it almost feels like it didn’t lose any context at all. unlike compacting on opencode, maybe claude code compacts is as good as codex but i haven’t figured that out yet.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phcd7pc/"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@deepseek_ai v4.1 flash free compacts every 5 minutes, and take 5 minutes to complete\nhow is this small context useful in 2026 for even personal data projects? please advise.\n@opencode @thdxr @jayair [link]", "link": "https://twitter.com/1510027424/status/2111104989242458574"}]}}, "context.session_memory": {"praise": 18, "complaint": 16, "n": 34, "weighted": {"praise": 10.3, "complaint": 8.12}, "praiseShare": 52.9, "ci95": [36.7, 68.5], "regard": 0.5099, "regardCi95": [0.494, 0.525], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-08", "source": "X", "community": "@opencode", "polarity": "praise", "text": "stipulate + @opencode v2 is crazier than i expected.\nopencode’s shared backend manages sessions and tool execution. stipulate keeps the specs, decisions and evidence in the repo, ready for the next session.\njust tested the full workflow, from bootstrap to archive.\n@thdxr you're a goat 🐐", "link": "https://twitter.com/2188850740/status/2097439402469241114"}], "complaint": [{"date": "2026-09-19", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "same here, mine was like chinese then after resuming it was in english but editing a project i dont know from a machine i don't know... my machine path is /home/george/... but it was editing a code from /home/sam/... i have no machine in my home with that username whatsoever... ", "link": "https://www.reddit.com/r/opencode/comments/1wk4km1/weird_thing_just_happened/paod16n/"}]}}, "context.codebase_retrieval": {"praise": 13, "complaint": 27, "n": 40, "weighted": {"praise": 6.7, "complaint": 16.02}, "praiseShare": 32.5, "ci95": [20.1, 48.0], "regard": 0.4835, "regardCi95": [0.467, 0.5], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "for the past days i have been trying different coding cli's with open models:\n-> use hermes if you want to do long horizon tasks if /goal is important and you do not really care about speed.\n-> use @cline if speed is important !\n-> the best navigation is from @opencode !", "link": "https://twitter.com/2028221376092581888/status/2100525604051247406"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "exactly, i feel like the models read way too many unnecessary files on codex compared to opencode and eat up the context quickly ", "link": "https://www.reddit.com/r/codex/comments/1tmf466/codex_cli_vs_opencode_is_there_an_actual/p7dn48a/"}], "complaint": [{"date": "2026-09-25", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode really needs \"add dir\" or \"add to workspace\" feature to add folders it can work at once.\nreferences is fine, but having the harness view repos across different paths without having to manually make opencode.json is much better.", "link": "https://twitter.com/1383806712545562628/status/2103403834756473288"}, {"date": "2026-09-09", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "this is happening more than ever in @opencode with @openai models.\neven for simple task where you only need a data inside the repository the model trying to get outside. [link]", "link": "https://twitter.com/1341301834527498241/status/2097652758945882477"}, {"date": "2026-09-21", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@iamdavidhill hi @iamdavidhill ,\ni use @opencode with @herdrdev (and worktrunk to get nice worktrees). \nmy only issue is that i can not figure out how i can use @ in opencode to @ another worktree\nif i use opencode in main and then want to say look at this worktree in @ here i can't do this [link]", "link": "https://twitter.com/1055535897662242816/status/2102122717499580539"}]}}, "context.attachments": {"praise": 10, "complaint": 21, "n": 31, "weighted": {"praise": 5.32, "complaint": 13.2}, "praiseShare": 32.3, "ci95": [18.6, 49.9], "regard": 0.4924, "regardCi95": [0.477, 0.509], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "copy and paste for an image works in muxy on opencode v2 for me just fine, which model do you use?", "link": "https://www.reddit.com/r/opencode/comments/1x4yr78/how_to_work_with_images_in_opencode/pghrqke/"}, {"date": "2026-10-04", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@dfk_helper @anthropicai @openai @opencode @openclaw installed once and then forgot, really convenient, especially the feature of automatically resizing images for context 🐐", "link": "https://twitter.com/1724422822859096064/status/2106773117578383761"}, {"date": "2026-09-16", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode image input means i can finally send it an error screenshot instead of pretending i read the stack trace 😅", "link": "https://twitter.com/2067317002398732288/status/2100265813685182474"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@qtnx_ @jeanmalod @mistralai @opencode ctrl + v and alt + v do not allow you to copy and paste an image in the terminal, why?", "link": "https://twitter.com/262764995/status/2107823004185182493"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "whenever you add the location of an image, it is automatically turned into an image input. unable to know the location of the image.", "link": "https://www.reddit.com/r/opencode/comments/1wmf8r2/how_to_disable_mntsda2imagepng_to_be_turned_into/pb6g7kz/"}, {"date": "2026-09-17", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode\ni just pasted an actually clear image into opencode, and the image preview showed me this... is it supposed to look like that? i don't think i found an image preview compression option... [link]", "link": "https://twitter.com/1981785405856133120/status/2100635688269946999"}]}}, "work.capability": {"praise": 705, "complaint": 502, "n": 1207, "weighted": {"praise": 422.19, "complaint": 300.5}, "praiseShare": 58.4, "ci95": [55.6, 61.2], "regard": 0.4453, "regardCi95": [0.42, 0.47], "salience": 15.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "my @omarchy update failed partially but my agent just fixed it for free (thanks @opencode!) [link]", "link": "https://twitter.com/1876582520957063168/status/2111799306009395525"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "not bad for 3hrs of work \nrea + @opencode (free) with deepseek v4.1\nalways wanted to have a daw running natively on linux, now i do [link]", "link": "https://twitter.com/1433322549849432065/status/2111891445116481707"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "ds v4.1 flash can be used for any project no matter small or big. it's goated.", "link": "https://www.reddit.com/r/opencode/comments/1x7d90j/still_cheapseek_41_the_best_for_cheap_ai_vibe/ph3jngz/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "yep, learning i should feed it smaller more defined tasks than the others can handle. fwiw i think context never went above 185k for deep seek, but can't say for certain.", "link": "https://www.reddit.com/r/opencode/comments/1x705kc/i_got_this_hold_my_beer_deepseekv41flash/ph0so9r/"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@levi_d_ackerman @opencode both of these are only suitable for light and low-complexity tasks, and they struggle with large projects and complex tasks.", "link": "https://twitter.com/1698375858271211520/status/2111101927031525878"}]}}, "work.frontend_ui": {"praise": 29, "complaint": 28, "n": 57, "weighted": {"praise": 19.17, "complaint": 19.22}, "praiseShare": 50.9, "ci95": [38.3, 63.4], "regard": 0.5094, "regardCi95": [0.486, 0.533], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "use the new deepseek v4.1 flash 1017 . its really good at ui and 3d modelling", "link": "https://www.reddit.com/r/opencode/comments/1x931z2/ui/phifr5l/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "mimo v2.6 is pretty good for most tasks, muse feels better for frontend", "link": "https://www.reddit.com/r/opencode/comments/1x71irl/what_free_model_do_you_use/ph0m9wk/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i believe spacebunny alpha is good for ui imo. hand it over the design skill of anthropic and your design taste it works good.", "link": "https://www.reddit.com/r/opencode/comments/1x742y1/best_for_making_a_website_like_a_point_of_sales/ph24ddy/"}], "complaint": [{"date": "2026-10-04", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "in my projects, this turned out to be one of the worst models for the front end.", "link": "https://www.reddit.com/r/opencode/comments/1wxi9wr/is_muse_spark_13_bad_at_frontend/pdty0uk/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it keeps designing the worst fucking frontend ever, i switch to another model and it instantly performs better. am i doing something wrong?", "link": "https://www.reddit.com/r/opencode/comments/1wxi9wr/is_muse_spark_13_bad_at_frontend/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "that explains why the ui i wanted it to build is just a broken mess.", "link": "https://www.reddit.com/r/opencode/comments/1ww5o7y/animated_horse_space_bunny/pdnh3dk/"}]}}, "work.bug_diagnosis": {"praise": 33, "complaint": 9, "n": 42, "weighted": {"praise": 19.46, "complaint": 5.6}, "praiseShare": 78.6, "ci95": [64.1, 88.3], "regard": 0.5132, "regardCi95": [0.493, 0.531], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@devendyyy @notjazii @opencode in my case used with gentle-ai and helped me with a several bug in the autentication of my app", "link": "https://twitter.com/3273313662/status/2110063754209624128"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "bro ✨. when i told him the reference and realized he found the bug, he acted crazy.", "link": "https://www.reddit.com/r/opencode/comments/1x03tr4/he_got_mad/pehby8g/"}, {"date": "2026-09-30", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode it's helped me and solved bugs in my projects, it's really good 💪", "link": "https://twitter.com/1671247914/status/2105343101380264394"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "complaint", "text": "but it doesn't even say anything with -lv 3 and -lv 4 is an absolute mess i don't feel like reading and it seems opencode with the free models is dumb as shit so it won't debug and just say \"mtp is just slower unless you run f16 bruh\" like fym", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x42lp3/why_is_mtp_slower_than_standard_decode/pfgk5xu/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "usage limits were not good in max even being a effecient model didnt really last a lot, but actually whatever tasks i gave it to do it did it, but just the guidance needed for it should be given, it doesnt figure things out correctly.", "link": "https://www.reddit.com/r/opencode/comments/1x6jzmr/is_the_free_deepseek_41_flash_the_exact_model/pgwemuy/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it is surprisingly good in contextual web searches, for example finding references on a particular scientific topic (tested by me on topics from chemistry, medical biology, and developmental psychology). but i wouldn't give it any serious coding jobs - asked to investigate the cause of an mcp error (a rather simple tasks) it was thinking for 5 minutes straight and then started to run in circles.", "link": "https://www.reddit.com/r/opencode/comments/1wp4kmi/m31_is_spacebunny/pbtmzki/"}]}}, "work.regressions_introduced": {"praise": 2, "complaint": 43, "n": 45, "weighted": {"praise": 1.02, "complaint": 25.58}, "praiseShare": 4.4, "ci95": [1.2, 14.8], "regard": 0.4853, "regardCi95": [0.464, 0.514], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "unfortunately not in my experience. it messed up everything i gave it so far.", "link": "https://www.reddit.com/r/opencode/comments/1wwxuck/free_1b_muse_tokens_5zbztb/pdoyrrb/"}, {"date": "2026-09-30", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@siddspeed @opencode yes. it has created a mess for me. replaced well working modern js code with old-style over-complicated mess.", "link": "https://twitter.com/1438070062322274308/status/2105334127943929918"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "1.3 was a cesspool for coding, had capability, but unable to end it proper, it always introduced issues due to what looked \"attention issues\", either model issues or the contributor is limited in some kind of manner", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wopbtv/what_muse_spark_14_contributor_is_already_here/pbs0lmg/"}]}}, "work.scope_overreach": {"praise": 5, "complaint": 25, "n": 30, "weighted": {"praise": 2.64, "complaint": 15.19}, "praiseShare": 16.7, "ci95": [7.3, 33.6], "regard": 0.5382, "regardCi95": [0.496, 0.591], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-16", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode btw in comparison bigpickle model on opencode doesn't do this!\nlocal models like qwen 35b doesn't do this either", "link": "https://twitter.com/2166626976/status/2100025693560049691"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "it is not at astra/fable level. but it is very good for its price at opencode. i would say it is somewhere at a level of gpt5.6 sol-medium, and is less prone to overengineering. overall i am very happy with this model.", "link": "https://www.reddit.com/r/vibecoding/comments/1we9bd3/is_it_just_me_or_does_muse_spark_feel_incredibly/p9cus21/"}], "complaint": [{"date": "2026-09-28", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "welp there goes the minor fix that i was asking in the session rather it's gonna do everything else but that", "link": "https://www.reddit.com/r/opencode/comments/1wsbhog/to_improve_your_mood/pcjxzdb/"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it is better then flash we got now after they did a boot \nonly thing i dislike about glm flash is \nsimilar to claude \nthe code produced works solid \nbut it over designs and makes it very frustrating to review and manually pair program with \n", "link": "https://www.reddit.com/r/opencode/comments/1wkjtf1/ds_v41_flash_promo_ends_soon_20_sep_2026/par19jk/"}, {"date": "2026-09-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "fr with the fallbacks, i told it to change an api endpoint to do another thing it and it added a fallback by itself in case anything tries to use the old endpoint.. dude no... if i wanted a fallback i would ask for it ", "link": "https://www.reddit.com/r/opencode/comments/1wh9l72/i_lost_faith_in_artificial_analysis_muse_spark_13/pacbh49/"}]}}, "work.stuck_loops": {"praise": 14, "complaint": 212, "n": 226, "weighted": {"praise": 8.93, "complaint": 127.78}, "praiseShare": 6.2, "ci95": [3.7, 10.1], "regard": 0.5657, "regardCi95": [0.479, 0.646], "salience": 2.8, "receipts": {"praise": [{"date": "2026-08-31", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "nope big pickle rules. it is extremely rare that i even have to make it try a second time", "link": "https://www.reddit.com/r/opencodeCLI/comments/1vw7pq1/since_this_sub_hates_literally_every_model_right/p6waiaq/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "can we for a second just pretend we know it's not the model that is the problem and just consider the possibility that it could be something else?\nor are you telling me that pi only works with certain models but randomly gets stuck with others, which i find unlikely considering that opencode doesn't have this problem with the same models through the same apis.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wt95k8/pi_has_a_tendency_to_get_stuck_in_subagent/pcsulym/"}, {"date": "2026-09-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "lol is this still a thing? i got these several times back in the days when antigravity just launched and few months after that\ngoogle got some of the worst harnesses that can't deal with death loops, and i guess their models also way more prone to them than others. outside of google stuff i got deathloop like once in opencode with some chinese model and never again ", "link": "https://www.reddit.com/r/google_antigravity/comments/1wa0mw4/what_is_this_antigravity_shame_shame/p8ev80e/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "are you using claude code? i don't have those issues. but i did notice that when i used opencode and used models like glm or deepseek, the ai models would get stuck in loops. that harness matters a lot.", "link": "https://www.reddit.com/r/cursor/comments/1x5wavo/claude_20_vs_cursor_20/pgqyern/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "a few days ago it spam \"let me runlet me runlet me runlet me runlet me runlet me runlet me runlet me runlet me runlet me runlet me run\" on my oc . hmmm ", "link": "https://www.reddit.com/r/opencode/comments/1x4prje/deepseek_v41_flash_goes_full_hmm/pggdtut/"}]}}, "work.premature_stop": {"praise": 2, "complaint": 46, "n": 48, "weighted": {"praise": 0.85, "complaint": 31.54}, "praiseShare": 4.2, "ci95": [1.2, 14.0], "regard": 0.4725, "regardCi95": [0.454, 0.495], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "goal is also nice as it prevents some smaller local models from just stopping mid-way.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wjixz4/new_btw_command_is_coming_in_the_new_version_of/pal264g/"}, {"date": "2026-09-01", "source": "X", "community": "@opencode", "polarity": "praise", "text": "not all model providers provide the same model the same way.\n@ollama's version of glm 5.3 flash likes to just stop randomly mid task. no follow up, no message. just stopped.\ndidn't have that happen a single time with @opencode go's version over the past few days", "link": "https://twitter.com/3274745054/status/2094609566998876585"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode cat jam free is like stopping on after one answer, you have push it to work, space bunny free is just working like /upload mode ......i dont think cat jam was not like that in the beginning, have i done something stupid ?", "link": "https://twitter.com/2033478554512666624/status/2110595482917478857"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode this model is lazy. you give it a 12 task plan and it stops after four tasks and says i'm done, tasks 5-12 still need to be implemented. wtf? i'm thinking its a small flash model from liquid maybe. the model is fast, but it needs a babysitter.", "link": "https://twitter.com/2036433033990119427/status/2110177197415961071"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "complaint", "text": "i've always had to continuously prompt opencode to \"continue\" because it does some and then just. stops. moved to pi and then to hermes and have had no issues with either of them! fun!", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x3n8ex/opencode_2026_is_out_if_you_need_to_constantly/pfczw3c/"}]}}, "work.long_running_autonomy": {"praise": 44, "complaint": 24, "n": 68, "weighted": {"praise": 27.41, "complaint": 14.37}, "praiseShare": 64.7, "ci95": [52.8, 75.0], "regard": 0.4697, "regardCi95": [0.441, 0.497], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-03", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "i've been letting it work on a project almost autonomously, with me only giving design directions, and it's been giving good results for a couple months already. ", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wwtzaz/did_big_pickle_get_lobotomized/pdnpspr/"}, {"date": "2026-10-02", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@thdxr @jayjaychukwu @opencode i’m really loving the bg work feature. it’s unlocked a whole new layer of productivity for me, and that’s just the tip of the iceberg. i couldn’t be happier with v2. great work, guys! 🎉", "link": "https://twitter.com/850565156090159104/status/2106014746008756327"}, {"date": "2026-09-23", "source": "X", "community": "@opencode", "polarity": "praise", "text": "space bunny on @opencode is not lazy. i have given it a prompt, its been working nonstop for about 2 hours now. [link]", "link": "https://twitter.com/4464645492/status/2102855354283598307"}], "complaint": [{"date": "2026-09-24", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode anyone else struggling to get this space bunny to run for long horizon tasks? like it keeps just ending its turn...\ncurrently retrying after compacting...", "link": "https://twitter.com/432486005/status/2103095984725340491"}, {"date": "2026-09-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "why doesn't @opencode cli have /goal built-in? i tried the [link] which is on their ecosystem page but it just broke everything", "link": "https://twitter.com/880420391214235649/status/2099824543321981188"}, {"date": "2026-09-03", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@maria_rcks @opencode @theo they even don't have /goal thing as well", "link": "https://twitter.com/1750597359187431425/status/2095334517422903394"}]}}, "work.multi_agent_orchestration": {"praise": 163, "complaint": 84, "n": 247, "weighted": {"praise": 97.51, "complaint": 51.16}, "praiseShare": 66.0, "ci95": [59.9, 71.6], "regard": 0.5038, "regardCi95": [0.471, 0.536], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "praise", "text": "claude code + @opencode go plan subagents especially the free ones is a cheat code. swarm go brrr opencode plz sponsor me some tokens i am suffering from poor founder syndrome.", "link": "https://twitter.com/1626674404141694976/status/2110889673644294187"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i delegate to my go sub and tell the agent to delegate implementation to deepseek v4.1 flash high/max on opencode go, and the agent will do that. ask it to review and resend the comment to the same session, and all is good. creating a skill for this will be perfect\n", "link": "https://www.reddit.com/r/opencode/comments/1wzl9e8/opencode_codex_or_claude_code/perjoi4/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "i moved to it today since i wanted different model for different subagents and v1 couldn't do it, v2 has no problem.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x0kky4/do_you_still_use_ohmyopencode_slim_on_opencode_v2/pexbyx1/"}], "complaint": [{"date": "2026-10-02", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode you have too many subagent issues now, i don't know if this is a windows or opencode problem. when i use the subagent, it often triggers a daemon process restart, causing the subagent task to be completely interrupted.", "link": "https://twitter.com/1814883073034760192/status/2105825222964424887"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/singularity", "polarity": "complaint", "text": "how do you get this to work, i’ve tried to use opus to use other models as subagents before via opencode it completely ignores my request", "link": "https://www.reddit.com/r/singularity/comments/1wuk2bd/why_dont_people_use_muse_spark/pd3zums/"}, {"date": "2026-09-30", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@thdxr @opencode why not add proper customization configs to v2 new feats? \nlike subagents in background...\nsome custom workflows became totally broken in v2 and ruling \"never use background: true\" seems to solve with llm what can be solved with simple deterministic config [link]", "link": "https://twitter.com/1663359550563528706/status/2105403395041628518"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 9, "n": 9, "weighted": {"praise": 0.0, "complaint": 4.86}, "praiseShare": 0.0, "ci95": [0.0, 29.9], "regard": 0.4939, "regardCi95": [0.49, 0.498], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-02", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "it's terrible. and it's so confident about being wrong. it passes it's own tests instead of fixing the issues. it modified the unit tests and made holes in the code.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1w48fbk/meta_introduced_coding_plans_for_muse_spark_12/p7bnvlg/"}]}}, "work.destructive_actions": {"praise": 6, "complaint": 43, "n": 49, "weighted": {"praise": 3.2, "complaint": 27.45}, "praiseShare": 12.2, "ci95": [5.7, 24.2], "regard": 0.4758, "regardCi95": [0.458, 0.495], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@chshersh @opencode the nice bit is it patched ~/.config not /usr/share, so the next omarchy update won't eat it. i've had agents \"fix\" a keymap by rewriting the system file, worked great until the upgrade 🙃", "link": "https://twitter.com/2089266437370097664/status/2095467820666536155"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i had auto-approve enabled when it happened. opencode executed `remove-item -recurse -force` and deleted several folders outside the project. i've disabled auto-approve now, but i want a more reliable solution that prevents modifications outside the workspace at the os level.", "link": "https://www.reddit.com/r/opencode/comments/1x7q6ar/how_do_you_prevent_opencode_from_deleting_files/ph6lzc0/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "i made a 100 second explainer of opencode, including the part where it killed every vite server on my machine", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wy7ivs/i_made_a_100_second_explainer_of_opencode/"}, {"date": "2026-10-03", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode haha, s;ace bunny just (unprompted) deleted ~200gb of games from my computer. stoppe itself after about 90seconds though", "link": "https://twitter.com/1762972783947010048/status/2106261998979916013"}]}}, "work.git_workflow": {"praise": 4, "complaint": 9, "n": 13, "weighted": {"praise": 2.61, "complaint": 4.79}, "praiseShare": 30.8, "ci95": [12.7, 57.6], "regard": 0.5003, "regardCi95": [0.49, 0.513], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode init passed at 164t/s , handled git well and thinking at max short and precise. reasoning seems to be adaptive like that of qwen 3.8-flash on xhigh [link]", "link": "https://twitter.com/2404560924/status/2110072448368492767"}], "complaint": [{"date": "2026-09-25", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i got something unexpected like, i tried to create a visual representation of my engineering project architecture, where the model commited using anthropic tags like , coauthored using claude trailers in the commit 😶🌫️.\ni also use claude code, but i'm pretty sure this model had done that commit which i said it to do so. \nnot sure which model is being but this is what i experienced today 🤷🏻♂️", "link": "https://www.reddit.com/r/opencode/comments/1wocn5s/space_bunny_thoughts/pc0ygg8/"}]}}, "work.computer_browser_use": {"praise": 13, "complaint": 11, "n": 24, "weighted": {"praise": 7.91, "complaint": 8.15}, "praiseShare": 54.2, "ci95": [35.1, 72.1], "regard": 0.4972, "regardCi95": [0.48, 0.513], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "i got opencode operating my android phone's apps: free models, no account, all on the phone", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x4ic2q/i_got_opencode_operating_my_android_phones_apps/"}, {"date": "2026-09-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@mdlahfir @opencode jev handling the click targets while the llm keeps context is a smart split\nmakes computer use feel snappier", "link": "https://twitter.com/1675906158304038912/status/2100422714595160138"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@rekram11 @thdxr i actually meant to bring up a new thing that i though was missing as well. i am used to @ghcopilotlog 's computer-use mcp which can control apps including browser. @opencode desktop app's inline browser works but not in cli or non-browser apps. any workaround.", "link": "https://twitter.com/15468471/status/2106924318638870629"}, {"date": "2026-09-26", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "please @thdxr help fix @opencode so we can use the [link] drivers for computer use without these errors every time. \ncomputer use is a critical feature these days and this issue is holding opencode back.\n[link]\n[link] [link]", "link": "https://twitter.com/20052949/status/2103796383450825001"}]}}, "work.safety_refusals": {"praise": 10, "complaint": 24, "n": 34, "weighted": {"praise": 7.88, "complaint": 14.75}, "praiseShare": 29.4, "ci95": [16.8, 46.2], "regard": 0.5386, "regardCi95": [0.504, 0.576], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "opencode go for $10/month is perfect for me. glm 5.3-flash has near unlimited use and is happy to work on explicit security problems. ", "link": "https://www.reddit.com/r/vibecoding/comments/1x47vk1/which_ai_subscription_to_choose/pgd6m4o/"}, {"date": "2026-09-23", "source": "X", "community": "@opencode", "polarity": "praise", "text": "$10 @opencode's go subscription always comes in handy for security research when claude and codex hit their cyber guardrails.", "link": "https://twitter.com/1709504204606476288/status/2102814882932654453"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "i only use local models with opencode but my qwen started complaining about and refusing injection attacks yesterday night. i can share some screens later", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8gp72/opencode_security_breach_rotate_your_keys/pherhdz/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i have no idea what this model is backed with but from some quick benchmarks it absolutely crashed on security operations every other model i have tried so far.\nsad thing is that once it says no once, there is going back to retrying. its first no is final..", "link": "https://www.reddit.com/r/opencode/comments/1x7sph2/beam_is_now_available_for_free_in_opencode/ph71d1d/"}, {"date": "2026-09-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@emonuxui @muse @opencode ikr, it rejects request five times a day at this point wtf", "link": "https://twitter.com/2096095847528239104/status/2100101507882295344"}]}}, "work.permission_prompts": {"praise": 13, "complaint": 38, "n": 51, "weighted": {"praise": 9.6, "complaint": 22.49}, "praiseShare": 25.5, "ci95": [15.5, 38.9], "regard": 0.5139, "regardCi95": [0.487, 0.54], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-23", "source": "Reddit", "community": "r/ChatGPTCoding", "polarity": "praise", "text": "i found that opencode with strict permissions work the best.", "link": "https://www.reddit.com/r/ChatGPTCoding/comments/1wnwmia/chatgpt_sol_6_used_local_qwen_for_heavy_lifting/pbmxes9/"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i use it daily and it doesn't seem stupid to me, it always asks me for permission if it needs to do something destructive. obviously, permissions and instructions need to be configured, otherwise it's like rolling a die.", "link": "https://www.reddit.com/r/opencode/comments/1wjjqvr/muse_13_free_formatted_my_drive/paj9wkv/"}, {"date": "2026-09-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode the default permission is denied, which is worth more than adding another tool.", "link": "https://twitter.com/1628996445654188033/status/2100472901535179238"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "honestly its pretty wierd that i never gave it full access to my pc but never asked for any permission either", "link": "https://www.reddit.com/r/opencodeCLI/comments/1vbdp1g/anyone_using_freebuff/pfegcrb/"}, {"date": "2026-10-10", "source": "X", "community": "@opencode", "polarity": "complaint", "text": ".@opencode what is up with this permissions constantly being set to deny? i remove that and something adds it back in over and over again. [link]", "link": "https://twitter.com/1686147506491559936/status/2108759952378466724"}, {"date": "2026-09-27", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode beware. that shitty model is asking me to access my ssh file constantly, when it is not necessary to achieve the task.", "link": "https://twitter.com/1550629490279284736/status/2104224895609741468"}]}}, "work.plan_mode": {"praise": 18, "complaint": 28, "n": 46, "weighted": {"praise": 11.13, "complaint": 17.07}, "praiseShare": 39.1, "ci95": [26.4, 53.5], "regard": 0.4705, "regardCi95": [0.449, 0.492], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "muse 1.3 contributor\nuse plan mode always with subagents then build with one agent.\ngets a pretty good job done", "link": "https://www.reddit.com/r/opencode/comments/1x73lbg/favorite_model_for_fast_responsescoding/ph0u8vn/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "ive been using it for plan mode and it's been working pretty good.", "link": "https://www.reddit.com/r/opencode/comments/1wvhxxn/if_you_are_not_using_muse_spark_13_what_are_you/pdcs15k/"}, {"date": "2026-09-24", "source": "X", "community": "@opencode", "polarity": "praise", "text": "actually impressed how @opencode in plan mode never writes, ever. i was expecting it to at least do it sometimes and go \"ooops you trusted me not to write anything yet but i did anyway!\"", "link": "https://twitter.com/2872535697/status/2103176995043450945"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "this is at least the 3rd or forth time i caught opencode cli's plan mode modify files that it wasn't supposed to...", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x99omg/the_new_version_gave_plan_mode_too_much_freedom/phjhlxi/"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@yuhasbeentaken also i don't know if this is @opencode problem or the models, it gets confused about the agent in plan and build mode. i need to toggle it multiple times before it has any idea", "link": "https://twitter.com/1543541226561241089/status/2110352522154225779"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "hi @opencode, i’m not a harness expert, so i may be missing something. my agent committed 52 files (11,066 insertions) in plan mode, then admitted it violated the restrictions. is this a configuration/permissions issue or a bug? how can this be prevented? [link]", "link": "https://twitter.com/1570598551440494593/status/2110430503614734522"}]}}, "work.response_verbosity": {"praise": 12, "complaint": 37, "n": 49, "weighted": {"praise": 7.2, "complaint": 23.2}, "praiseShare": 24.5, "ci95": [14.6, 38.1], "regard": 0.4974, "regardCi95": [0.476, 0.518], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "yeah it's kinda intense, but i like how academic they are. i actually learn with his comments on all the steps it takes 😀", "link": "https://www.reddit.com/r/opencode/comments/1x8841r/muse_spark_13_or_deepseek_v41_flash/phbhifk/"}, {"date": "2026-09-09", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@0xlars_ @opencode the silence is a feature, i hate models that talk too much", "link": "https://twitter.com/1823746967543144449/status/2097520413714821502"}, {"date": "2026-09-01", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "1 remarkable good thing which i observed only in this model is it doesn't throw wall of text after analysing or editing the code. it returns a short, to the point summary, which i really appreciate ", "link": "https://www.reddit.com/r/opencodeCLI/comments/1w48fbk/meta_introduced_coding_plans_for_muse_spark_12/p78um12/"}], "complaint": [{"date": "2026-10-04", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "ok, but i tried and a lot of info, a lot of tokens and a lot of slop. better use zed or wu with cli ", "link": "https://www.reddit.com/r/opencode/comments/1wxjlar/openchamber_is_actually_pretty_good/pdu1jsb/"}, {"date": "2026-10-02", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode 560b parameters and it will still answer with a bulleted list of caveats", "link": "https://twitter.com/882729083850850305/status/2106085188375920899"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "yea it's choppy style is horrible, you have to tell it to stop replying with status lines.", "link": "https://www.reddit.com/r/opencode/comments/1won61w/real_life_performance_of_muse_spark_13/pc9x8c4/"}]}}, "work.sycophancy_pushback": {"praise": 1, "complaint": 11, "n": 12, "weighted": {"praise": 0.42, "complaint": 6.05}, "praiseShare": 8.3, "ci95": [1.5, 35.4], "regard": 0.4934, "regardCi95": [0.486, 0.501], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@viprymr @opencode if he gets distracted, he starts hallucinating and assumes what is really not correct; he assumes a lot, does not investigate, just says yes and that's it.", "link": "https://twitter.com/2082491659674140672/status/2105087513337508172"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "model is super annoying. adversarial and doesn't want to do work. all it wants to do is tell me why something can't be done with no context check to see what it's talking about.", "link": "https://www.reddit.com/r/opencode/comments/1wqi4a8/my_honest_opinion_about_spacebunny/pckdziu/"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "thank you it’s just an eager to please puppy and reasoning is basically yes you’re right", "link": "https://www.reddit.com/r/opencodeCLI/comments/1w6ar1y/how_does_meta_spark_13_match_claude_fable_5_on/p7n5gqr/"}]}}, "verify.false_completion": {"praise": 2, "complaint": 23, "n": 25, "weighted": {"praise": 0.85, "complaint": 13.1}, "praiseShare": 8.0, "ci95": [2.2, 25.0], "regard": 0.5114, "regardCi95": [0.48, 0.559], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-22", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "i don't know... for me mimo-v2.6-pro feels like a bad joke in comparison to deepseek v4.1 flash in opencode.\nit just stops or declares done while in reality nothing is tested (and nothing works), despited being promted to do so, etc.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wmozts/mimov26pro_debuts_as_the_top_open_weights_model/pbch37k/"}, {"date": "2026-09-04", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "at first i thought it was pretty decent but then suddenly got weird and didn't manage to call tools and hallucinated that it already had done what was asked, so yeah doesn't seem that great.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1w76kbu/omen_alpha_worthless_model_for_coding/p7sqszt/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "these latest free stealth models are weird. when i ask them for a test task for coding , they dont think and use the edit tool or anything. they instantly go \"let me write the file\" on first thought. then tell the user \"im done\" and produce something unusable, completely broken. has anyone also faced this?", "link": "https://www.reddit.com/r/opencode/comments/1x85rh7/seriously_what_the_hell_this_is_the_4th_time_it/"}]}}, "verify.self_testing": {"praise": 7, "complaint": 8, "n": 15, "weighted": {"praise": 5.53, "complaint": 4.28}, "praiseShare": 46.7, "ci95": [24.8, 69.9], "regard": 0.4966, "regardCi95": [0.484, 0.509], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-28", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@iam_chonchol @opencode the fact that it tested, found bugs, and fixed them before handing over the game is the impressive part.", "link": "https://twitter.com/313123169/status/2104361222850158649"}, {"date": "2026-09-28", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@iam_chonchol @opencode finding two bugs on its own makes bunny blast testing itself in code surprisingly impressive.", "link": "https://twitter.com/1644781869844635650/status/2104428564435370444"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i know im very very late to it. but i started using it today and wow.\ni can actually vibe code apps that work not just buggy ones now. i just let ai code and test it and compile it.\ni vibe coded a nice app with it today that im very happy with.", "link": "https://www.reddit.com/r/opencode/comments/1x8j55b/opencode_is_insane/"}], "complaint": [{"date": "2026-09-30", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it often double check/triple checks things, i think it is being too cautious. ", "link": "https://www.reddit.com/r/opencode/comments/1wtgjq0/space_bunny_free_period_is_extended_to_1005/pcy2l0n/"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "it seems like it's trained to check it's work alot to prevent mistakes. it's excessive like gpt 5.4 used to be. ", "link": "https://www.reddit.com/r/opencodeCLI/comments/1w5zifw/meta_muse_spark_13_is_free_on_opencode_zen/p7kuyzm/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "yea i even asked other ai models to give me instructions and it didn't work, but i was looking at that option bcz of the output space bunny free was giving me using the opencode cli, like claude automatically went on a hardcore verification loops, but my opencode did none so i had to manually ask it to do them and ended up using up my usage for that.", "link": "https://www.reddit.com/r/opencode/comments/1x6h2ed/using_opencode_free_tier_in_claude_code/pgw134m/"}]}}, "verify.agent_code_review": {"praise": 25, "complaint": 6, "n": 31, "weighted": {"praise": 15.92, "complaint": 3.83}, "praiseShare": 80.6, "ci95": [63.7, 90.8], "regard": 0.5032, "regardCi95": [0.483, 0.522], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "the automated code review at the end of each turn is surprisingly good. it caught a couple of minor logic bugs in my app building earlier.\n", "link": "https://www.reddit.com/r/opencodeCLI/comments/1vbdp1g/anyone_using_freebuff/pf0tzcw/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "it’s a little different for me (+ve). i’ve worked with claude for years. i gave you my project for a deep analysis and asked what was wrong, and your review of the entire project kinda really surprised me.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x0czi7/nemotron_3_ultra_in_opencode_for_free_via_nvidias/peod296/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i am using it to review ds 4.1 flash code and the results are quite good as a reviewer. ", "link": "https://www.reddit.com/r/opencode/comments/1wn191t/mimo_26_flash_is_a_beast_and_seems_to_use_very/pbbmn1v/"}], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "agreed. everytime i have it code-review it does a poor job or finds false positives that any other 1m token model refutes", "link": "https://www.reddit.com/r/opencode/comments/1wvyg3k/ling31flash_is_now_free_on_opencode/pdgc515/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "it's really bad a code reviews. always finding things and then being incorrect. or finding false positives", "link": "https://www.reddit.com/r/opencode/comments/1wqi4a8/my_honest_opinion_about_spacebunny/pcst4iq/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "not a good model for coding review. it's too happy to \"approve\" everything.", "link": "https://www.reddit.com/r/opencode/comments/1wp4kmi/m31_is_spacebunny/pck8qr0/"}]}}, "verify.change_review_ui": {"praise": 11, "complaint": 7, "n": 18, "weighted": {"praise": 6.81, "complaint": 4.59}, "praiseShare": 61.1, "ci95": [38.6, 79.7], "regard": 0.5097, "regardCi95": [0.496, 0.523], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-28", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "it also have those \"keep | done changes\" , one of the most useful thing to ever exist...", "link": "https://www.reddit.com/r/opencode/comments/1wrkid7/ua_cosa_che_ghithub_copilot_ha_e_che_su_opencode/pchrfnz/"}, {"date": "2026-09-14", "source": "X", "community": "@opencode", "polarity": "praise", "text": "didn't know @opencode had a diff view , this is slick. love the aesthetics of this [link]", "link": "https://twitter.com/1689951062684241920/status/2099397598490853585"}, {"date": "2026-09-04", "source": "X", "community": "@opencode", "polarity": "praise", "text": "this is what i mean by the magic of @opencode !! all these changes, before you had to verify them manually, sometimes even by trial and error. now it lists them, you check, and if it seems correct to you, you apply it :d :d [link]", "link": "https://twitter.com/2368674554/status/2095834745024176176"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "btw just use @opencode and feels like not having code diff on sidebar and panel is such a missed opportunity. \nso i made one [link]", "link": "https://twitter.com/739028117382008832/status/2109553557301313755"}, {"date": "2026-10-01", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode still missing in desktop v2.0.21: “last turn changes” in review/diff.\nit works in v1 and is essential for reviewing only the agent's latest changes. v2 added “last turn” to tui /diff, but desktop still only shows git changes.\nany plans to bring it back to desktop?", "link": "https://twitter.com/1203681616587100164/status/2105617734327316602"}, {"date": "2026-10-01", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode still missing in desktop v2.0.21: “last turn changes” in review/diff.\nit works in v1 and is essential for reviewing only the agent's latest changes. v2 added “last turn” to tui /diff, but desktop still only shows git changes.\nany plans to bring it back to desktop?", "link": "https://twitter.com/1203681616587100164/status/2105617828627812801"}]}}, "ui.display_settings": {"praise": 150, "complaint": 254, "n": 404, "weighted": {"praise": 90.6, "complaint": 150.64}, "praiseShare": 37.1, "ci95": [32.6, 41.9], "regard": 0.5215, "regardCi95": [0.489, 0.552], "salience": 5.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "dsh blows in my opinion and not in a good way. if i wanted a bloated ux i’d stick with claude or codex - i use opencode and omp for the minimalist/terminal interface. the latter is a move in the opposite direction.", "link": "https://www.reddit.com/r/opencode/comments/1x7iqzv/is_opencode_v2_quietly_becoming_the_better/ph6zgs1/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "the solution for me was to leave cursor, acquire claude max for $100, and instead of using it through the terminal, i use it in opencode + openchamber, which offered me a rich development interface.", "link": "https://www.reddit.com/r/cursor/comments/1x7d6j4/cursors_days_are_gone_pro_lasts_5_days_super/ph39dyg/"}, {"date": "2026-10-12", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode i hope session controls and background tasks / sub-agents are genuinely better. the tui is gorgeous as always", "link": "https://twitter.com/811630768707485697/status/2109685225093570619"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "opencode desktop is messy.\ncheck if it works in the terminal. if it does, install openchamber and use it as the gui, it's much better.", "link": "https://www.reddit.com/r/opencode/comments/1x7myr5/problem_after_fresh_install/ph5rewe/"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode would you please stop changing the console's layout/menus please , every 2 weeks , i have to search for the new location of the api key , thanks", "link": "https://twitter.com/2096282486934315010/status/2111189124858417276"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "why does the display of the \"thinking\" process no longer display correctly once the conversation reaches a certain size?", "link": "https://www.reddit.com/r/opencode/comments/1x5vn5k/reflection_problem/"}]}}, "ui.session_history": {"praise": 24, "complaint": 52, "n": 76, "weighted": {"praise": 13.8, "complaint": 27.81}, "praiseShare": 31.6, "ci95": [22.2, 42.7], "regard": 0.5156, "regardCi95": [0.49, 0.543], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@opencode", "polarity": "praise", "text": "what i really miss in @claudeai is beeing able to clearly see the topic of each session, like i can in @opencode.\n@anthropicai can you fix, this please? [link]", "link": "https://twitter.com/1341301834527498241/status/2108565595235242390"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "i accidentally closed a session and was worried because i don’t like interrupting the process (as oc has no /resume option). but there it was, still processing in the background. i opened it back up and it was still running. it was perhaps the nicest little feature i ran into.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wyg6ey/my_one_weekend_with_opencode_v2_experience/pe7mhdx/"}, {"date": "2026-10-05", "source": "X", "community": "@opencode", "polarity": "praise", "text": "i just love tabs in @opencode v2 because everytime there's an update, i just update it and then all my sessions are restarted for me. \non @claudeai cli, i have 4 tabs which i need to /exit and restart again on new updates. \n@lydiahallie any tips ? maybe i'm wrong", "link": "https://twitter.com/1852549499270660096/status/2106984478212252069"}], "complaint": [{"date": "2026-10-02", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "it seems @opencode deleted the history in all of my open sessions after a reboot on windows. pretty bad.", "link": "https://twitter.com/15147525/status/2106092005587833170"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "the interface (gui/ux) is truly absurd. you can no longer easily archive or delete sessions from the left sidebar; they force you to open each session to archive or delete it from within.\nthey want to be \"different,\" but they go about it inefficiently. it’s terrible!", "link": "https://www.reddit.com/r/opencode/comments/1wujpkg/opencode_desktop_opencode_1180_or_newer_is/pd4l4f0/"}, {"date": "2026-09-30", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@tech_savvy_guy_ @opencode @thdxr @ryanvogel @iamdavidhill this is real oc2 desktop got the sessions mixed up .", "link": "https://twitter.com/235449655/status/2105088037139132570"}]}}, "ui.interrupt_steer": {"praise": 7, "complaint": 7, "n": 14, "weighted": {"praise": 4.6, "complaint": 3.82}, "praiseShare": 50.0, "ci95": [26.8, 73.2], "regard": 0.5052, "regardCi95": [0.494, 0.519], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "@opencode", "polarity": "praise", "text": "i just figured out you can talk to @opencode models while its working thats so cool, waiting on a response", "link": "https://twitter.com/1811859289465847812/status/2109418073963089970"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "the separate backend means it's easy to connect to the same session from several clients. it's now possible to post a prompt and then cancel it before the model picks it up (seeing it becoming irrelevant from the cot) and the ui is much less laggy.", "link": "https://www.reddit.com/r/opencode/comments/1wppj69/is_opencode_v2_officially_in_a_stable_release/pbxmjma/"}, {"date": "2026-09-10", "source": "X", "community": "@opencode", "polarity": "praise", "text": "tried another switch to @opencode v2 and i think it's ready. made an updated connector for @herdrdev, and upgraded all my plugins.\nv2 is snappier, and uses way less ram, plus has native message queueing (what was called \"queue\" in v1 was actually steering).", "link": "https://twitter.com/821042/status/2097898349126926798"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@rekram11 @opencode @thdxr i was in a middle of the work so i just rollbacked to .22\nlet me update again and try the commands dax suggested to see if it fixes the issue. the issue was slow startup, models hung up(all providers), esc to interrupt not working(had to click 10 times to stop)", "link": "https://twitter.com/1700848053182197760/status/2107860685392621840"}]}}, "surfaces.remote_mobile": {"praise": 65, "complaint": 27, "n": 92, "weighted": {"praise": 40.09, "complaint": 16.63}, "praiseShare": 70.7, "ci95": [60.7, 79.0], "regard": 0.5338, "regardCi95": [0.511, 0.557], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode this way i can do automations from anywhere with an internet connection instead of having to configure a new environment with a terminal every time that i want to do browser automation. i just have a kubuntu vm running 24/7 hosting the webui and the opencode server", "link": "https://twitter.com/1460990868127510531/status/2110592529389195542"}, {"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode ios app is like magic. real lightning in a bottle feeling to be able to juggle sessions from all my devices from one place", "link": "https://twitter.com/1274131746/status/2110045751229415896"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "its pretty good for mobile too i tested it out with a few medium sized projects\n", "link": "https://www.reddit.com/r/opencode/comments/1tu2kz4/deepseek_v4_flash_is_magical/pf7adje/"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@thdxr @opencode after failing to connect to the server mobile client tries to reconnect to the server on pressing the back button instead of returning to the previous menu [link]", "link": "https://twitter.com/152593695/status/2110838898968658061"}, {"date": "2026-10-06", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode mobile view of the web version, i can’t switch agent without a keyboard. we need full layout with buttons. i want to work from my phone remotely to my server. thx", "link": "https://twitter.com/159242057/status/2107498262794211807"}, {"date": "2026-09-27", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "#day 2: @opencode needs an official android companion app.\npair to my running official opencode cli/gui desktop via qr code in under 15 seconds, no tailscale, browser workarounds, ip addresses, or terminal commands.", "link": "https://twitter.com/2089150826224783360/status/2104262709131018424"}]}}, "surfaces.cloud_sessions": {"praise": 15, "complaint": 4, "n": 19, "weighted": {"praise": 9.04, "complaint": 2.4}, "praiseShare": 78.9, "ci95": [56.7, 91.5], "regard": 0.5132, "regardCi95": [0.501, 0.526], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@opencode", "polarity": "praise", "text": "just dropped in a pr and the @opencode drive project to an agent running on @railway using [link] and i was able to test and record edge cases\nmix with the gh cli attaching the vids to a pr was smooth as well\nbest part, nothing ran on my machine! [link]", "link": "https://twitter.com/1251509229841719296/status/2095586642853527996"}], "complaint": [{"date": "2026-10-06", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "not worth it for professionals at the $10 plan. better options exist.\nupdate:. i've gone back to claude and openai. 2 subscriptions, works great for me. i really missed the cloud execution option.", "link": "https://www.reddit.com/r/opencode/comments/1wz1xah/goodbye_opencodeopencodecli/"}, {"date": "2026-09-06", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "the desktop (gui) app sucks. my opencode has been bricked since the tabs announcement, i've fixed it a couple times but it kept coming back\nbut more importantly, i don't feel like opencode \"gets\" that desktop is key and there's a whole lot more to the harness now. i want remote, i want a mobile app, i want cloud agents", "link": "https://twitter.com/803236325877022720/status/2096597657586119104"}]}}, "rel.service_errors": {"praise": 44, "complaint": 514, "n": 558, "weighted": {"praise": 24.55, "complaint": 315.63}, "praiseShare": 7.9, "ci95": [5.9, 10.4], "regard": 0.5138, "regardCi95": [0.456, 0.574], "salience": 7.0, "receipts": {"praise": [{"date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i've had more api errors from commandcode than opencode or charm hyper.", "link": "https://www.reddit.com/r/opencode/comments/1wvmg65/commandcode_vs_opencode/pdfji9q/"}, {"date": "2026-09-16", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i'm using it via opencode v2. no issues so far. i've been harassing the model with stuff during non-peak hours and it's fine for me...", "link": "https://www.reddit.com/r/opencode/comments/1whnbl9/never_using_command_code_again/pa4s71p/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "im in a different situation, where i constantly get request failed http code 500\nit does get through 5% of the time.. so yay.", "link": "https://www.reddit.com/r/opencode/comments/1x8wkea/opencode_is_not_working_with_any_of_the_free_model/phgj66r/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "i just opened opencode desktop, it says the api key expired? before that, the models responded 500 server internal error. what is really going on here?", "link": "https://www.reddit.com/r/opencode/comments/1x8y2sz/is_anyone_having_these_issues/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "opencode today's api interface is severely damaged @opencode", "link": "https://twitter.com/976811979405840384/status/2111895302659875171"}]}}, "rel.response_speed": {"praise": 270, "complaint": 521, "n": 791, "weighted": {"praise": 167.14, "complaint": 328.68}, "praiseShare": 34.1, "ci95": [30.9, 37.5], "regard": 0.5716, "regardCi95": [0.542, 0.601], "salience": 10.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode impressive. it's really fast. the fastest i ever tested so far. [link]", "link": "https://twitter.com/1881755995648794624/status/2111291564832264534"}, {"date": "2026-10-17", "source": "X", "community": "@opencode", "polarity": "praise", "text": "yo, what the hell is this beam model on @opencode \nlightning fast!", "link": "https://twitter.com/2041462659325845505/status/2111428333993156687"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "praise", "text": "just tested the open free deepseekfalsh model provided by @opencode \n8 concurrent connections passed \n269 tokens per second, excellent speed \ncan be rushed! [link]", "link": "https://twitter.com/18663187/status/2111125929724727491"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "mimo is not good at all.\nbut yeah, glm 5.3 flash is really slow on opencode.\nit runs all day to complete a small feature.", "link": "https://www.reddit.com/r/opencode/comments/1x80v2p/future_of_opencode_go/phcjjop/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "opencode go is slowseek.\ncommandcode goat keeps deepseek speed up.\ni regret paying for the former. that's before we speak about other providers.", "link": "https://www.reddit.com/r/opencode/comments/1x6fqd0/deepseek_is_so_slow_nowadays/pgv2hpl/"}]}}, "rel.client_failures": {"praise": 48, "complaint": 403, "n": 451, "weighted": {"praise": 28.45, "complaint": 232.85}, "praiseShare": 10.6, "ci95": [8.1, 13.8], "regard": 0.5814, "regardCi95": [0.523, 0.632], "salience": 5.7, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "read their docs man, what are we, your agents?\nbut i notice significant ram usage improvement, from 1.6 gb to 400mb, and no problem for my current usage of 2 weeks 80 hours", "link": "https://www.reddit.com/r/opencode/comments/1x2xzfg/opencode_2_vs_v1190/pf6j3cx/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "in case it matters, memory usage seems be a lot better in v2", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wva8z2/the_only_features_from_claude_code_that_i_miss_in/peefxw9/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/ZedEditor", "polarity": "praise", "text": "like 1.5-3gb, zed itself just grows and grows with the agent usage. so it will start at 2-3g and balloon to 15g. \nusing opencode through acp has made a huge improvement to my memory use though.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wu7fdg/will_more_ram_help_oom_or_will_it_just_use_more/pdag8nc/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "[link]\nlooks like a common issue.\ni am also getting the same. on restart, it worked for a few seconds but started giving this error after some time.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8zn99/i_got_banned_from_opencodes_free_tier/phhrip2/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "polarity": "complaint", "text": "any ideas? i can’t do anything right now. the application is frozen and no session is open.", "link": "https://www.reddit.com/r/opencode/comments/1x711ke/what_happened_with_opencode_after_the_last_upgrade/"}]}}, "rel.update_breakage": {"praise": 43, "complaint": 124, "n": 167, "weighted": {"praise": 28.97, "complaint": 81.23}, "praiseShare": 25.7, "ci95": [19.7, 32.9], "regard": 0.6353, "regardCi95": [0.573, 0.693], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode 2.0 is great. having opencode migrate its own v1 configs feels so seamless", "link": "https://twitter.com/1133550643346595840/status/2111127627453100340"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "i recently upgraded and it was a breeze. i think i actually made the process more complicated for me by trying to upgrade the wsl server separately when all i think i needed to do was just download the installer for the windows desktop app and run it.", "link": "https://www.reddit.com/r/opencode/comments/1x2xzfg/opencode_2_vs_v1190/pfdreus/"}, {"date": "2026-10-12", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@sofish @opencode no need to upgrade, this machine is already running on 2.0.26 - i boarded this 2.0 train in the morning. after that, updating to minor versions is an easy task.", "link": "https://twitter.com/2109553535738077184/status/2109684372937007608"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@raspystentorian @opencode but nothing works on their own app anymore. everything that used to work no longer works, not even the free ones. or am i doing something wrong?", "link": "https://twitter.com/47386244/status/2110911081661313166"}, {"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "i was very confused why opencode cli was reporting \"ratelimited\" errors, then realised upgrading from v1 to v2 from the app itself, logs you out of your go account. we are back on track now @opencode", "link": "https://twitter.com/2055596782978052096/status/2110756753298043093"}, {"date": "2026-10-15", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "bro there .@opencode v2 is fucked. \ndo not update, i repeat do not update!! [link]", "link": "https://twitter.com/1638911885981409281/status/2110767328246005879"}]}}, "account.support": {"praise": 22, "complaint": 105, "n": 127, "weighted": {"praise": 13.88, "complaint": 65.34}, "praiseShare": 17.3, "ci95": [11.7, 24.8], "regard": 0.5305, "regardCi95": [0.485, 0.577], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode update: it was clear @opencode was in contact with all the providers, their communication was quick and on point. @googlecloud contacted me within an hour of my report and i have got everything solved. thank you!", "link": "https://twitter.com/1510523397549215745/status/2111720976228536471"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "update: it was clear @opencode was in contact with all the providers, their communication was quick and on point. @googlecloud contacted me within an hour of my report and i have got everything solved. thank you! [link]", "link": "https://twitter.com/1510523397549215745/status/2111721289933086846"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "praise", "text": "for those impacted by @opencode key compromise, email them. they're being gracious in working through this and figuring out refunds.", "link": "https://twitter.com/1917592527462621186/status/2111843043984769445"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "dear @opencode, you gotta fix it. show some decency by doing some communication. otherwise serious workloads are going to jump out.", "link": "https://twitter.com/513178685/status/2111774372260462783"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@notjamesbennett @opencode one of the tiresome things while contributing with opencode is the awful issues management. plenty of high roi pr’s get closed as not planned while fluff like “tabs” are shipped.", "link": "https://twitter.com/1267062923073073158/status/2111786246255317424"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode @thdxr @jayair adding the rest of the founding team for visibility: @fanjiewang @aeduhm — day 13, still no reply on the $10 ach refund requested oct 7. @opencode @thdxr @jayair #opencode", "link": "https://twitter.com/243472370/status/2111920508405202988"}]}}, "account.billing_errors": {"praise": 0, "complaint": 109, "n": 109, "weighted": {"praise": 0.0, "complaint": 66.72}, "praiseShare": 0.0, "ci95": [0.0, 3.4], "regard": 0.4274, "regardCi95": [0.414, 0.44], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "i just tried to delete my payment method for opencode go.. got a 500 error.\nalso deleting one’s account doesn’t seem to be possible at all.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8gp72/opencode_security_breach_rotate_your_keys/phg0ae4/"}, {"date": "2026-10-18", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode after recharging, it cannot be used, requesting a refund!", "link": "https://twitter.com/2109635344241152001/status/2111883923462713345"}, {"date": "2026-10-14", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode @opencode on my account [email] you are charging me $14 for space bunny while it is still displayed as free. there is a problem!", "link": "https://twitter.com/117400917/status/2110470212575179022"}]}}, "account.bans_restrictions": {"praise": 7, "complaint": 80, "n": 87, "weighted": {"praise": 5.22, "complaint": 42.43}, "praiseShare": 8.0, "ci95": [4.0, 15.7], "regard": 0.5176, "regardCi95": [0.474, 0.573], "salience": 1.1, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "[link]\nbecause they block my request by ip, for any free models", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8zn99/i_got_banned_from_opencodes_free_tier/phhr0cc/"}, {"date": "2026-10-16", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode i think i tried it and i got error message, not available in your country", "link": "https://twitter.com/778455950/status/2111232402815357381"}, {"date": "2026-10-06", "source": "X", "community": "@opencode", "polarity": "complaint", "text": "@opencode @opencode i need help with my subscription! it said your access has been restricted due to repeated policy violations! but i never did that! i never got any email about violations!", "link": "https://twitter.com/2107538462765129728/status/2107540352773362011"}]}}, "account.data_privacy": {"praise": 20, "complaint": 105, "n": 125, "weighted": {"praise": 12.31, "complaint": 70.16}, "praiseShare": 16.0, "ci95": [10.6, 23.4], "regard": 0.4775, "regardCi95": [0.447, 0.514], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@opencode", "polarity": "praise", "text": "@opencode zero retention makes testing local hooks way cleaner", "link": "https://twitter.com/350714759/status/2110072820378263844"}, {"date": "2026-09-17", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "mostly using opencode for zdr though so it still have its place", "link": "https://www.reddit.com/r/opencode/comments/1wigkse/bait_and_switch_is_really_bad_deepseek_if_i_had/pab18e6/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "thanks for pointing to the zdr and credit card issues.\nonly opencode discloses zdr info per model while other providers like commandcode goat allow you to pass the zdr flag, but do not disclose how much it will cost then. i had the zdr flag activated on provider level, but i changed it so that only the supported model/provider combos get it.", "link": "https://www.reddit.com/r/opencode/comments/1wklyr8/opencode_go_alternatives/pddl48u/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "first of all why are they storing my openai keys in the db? why? it’s against their own privacy policy\nsecond if they can store api keys i am pretty sure these scammers are storing everything else too", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8hlcv/opencode_hack_how_is_opencode_claiming_to_be_zdr/phcprly/"}]}}}, "requests": {"authorWeeks": 2137, "themes": [{"theme": "DeepSeek V4.1 Flash model support", "criterion": "models.catalog_access", "authorWeeks": 56, "posts": 57, "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "yo @opencode... good luck on the security but... new deepseek flash wen? 👉 👈 🥺", "link": "https://twitter.com/944978898927964161/status/2111694862244528226"}, {"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "when would be have deepseek 4.1 flash 1017 on go plan? thanks !", "link": "https://www.reddit.com/r/opencode/comments/1x8i228/when_would_be_have_deepseek_41_flash_1017_on_go/"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@opencode we need dsf4.1 1017! will top up on another plus for that", "link": "https://twitter.com/1673923312119074817/status/2111527135353635153"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 38, "posts": 38, "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "they should do like openrouter and give us 10x higher limits for paying customers", "link": "https://www.reddit.com/r/opencode/comments/1x7vjd8/deepseek_v41_flash_rate_limit_on_opencode/ph7qz9v/"}, {"agent": "opencode", "date": "2026-10-08", "source": "Reddit", "community": "r/opencode", "text": "thats not normal huh?? i wish you 2x usage on whatever model you need", "link": "https://www.reddit.com/r/opencode/comments/1x0lfxv/they_said_the_limits_were_generous_i_think_they/peltfrt/"}, {"agent": "opencode", "date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "text": "that's sad. and i think big pickle isn't in go. any way to get higher limits and higher tps for big pickle. thanks", "link": "https://www.reddit.com/r/opencode/comments/1wvpx83/happiness/pddype3/"}]}, {"theme": "Make a specific model free", "criterion": "billing.free_tier", "authorWeeks": 35, "posts": 36, "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@hqmank dear @opencode, if you make this model for free, we would like to try it.", "link": "https://twitter.com/2810376227/status/2111444614104105070"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "i love deepseek \n@opencode, when will the free endpoint be upgraded to the new version? [link]", "link": "https://twitter.com/1969133639834181632/status/2111408406439559485"}, {"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "text": "yay more wasted compute. nvidia should just serve free deepseek instead.", "link": "https://www.reddit.com/r/opencode/comments/1x6voe6/nemotron_35_super_vl_is_now_free_on_opencode/pgyw1ju/"}]}, {"theme": "Cheaper low-priced entry plan tier", "criterion": "limits.plan_value", "authorWeeks": 34, "posts": 34, "examples": [{"agent": "opencode", "date": "2026-10-07", "source": "Reddit", "community": "r/opencode", "text": "it's really good and fast. if it has a cheap affordable subscription plan, i would take it. it's really good at tool calls and has capability to manage subagents cleverly", "link": "https://www.reddit.com/r/opencode/comments/1wziakl/new_afaik_free_model_called_exo/pedzp0q/"}, {"agent": "opencode", "date": "2026-10-04", "source": "X", "community": "@opencode", "text": "@opencode i think a 20$ plan would be just right for me. 2x price = 2x usage. i only use deepseek v4.1 flash and muse spark 1.3 contributor [link]", "link": "https://twitter.com/521176576/status/2106711507849347456"}, {"agent": "opencode", "date": "2026-09-29", "source": "Reddit", "community": "r/opencode", "text": "i just want to say i'm glad the $10 exists, $5 would be awesome as well. so many services start at 20, but that's way more than casuals need.", "link": "https://www.reddit.com/r/opencode/comments/1wskrt1/just_make_a_20_plan/pcqpra1/"}]}, {"theme": "Subscriptions usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 28, "posts": 29, "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "text": "claude is my primary but i drive openai models with opencode. codex is such a piece of shit; i can’t believe how often there is a breaking release. i wish anthropic would allow alternate harnesses because i sorta dig opencode.", "link": "https://www.reddit.com/r/opencode/comments/1x4fq0e/tried_opencode_go_claude_code_and_codex_heres_the/pgdvd3f/"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@ryanvogel @opencode awwwwwwww. i’m making that a feature request 🙏", "link": "https://twitter.com/2269676263/status/2110025650618933568"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@poteto if now third party models are billed separately @cursor_ai should include an easy way to use third party subscriptions with api keys. @opencode or @fireworksai_hq as example", "link": "https://twitter.com/96181103/status/2109957117926887776"}]}, {"theme": "More models on OpenCode Go and Zen plans", "criterion": "models.catalog_access", "authorWeeks": 21, "posts": 21, "examples": [{"agent": "opencode", "date": "2026-10-15", "source": "X", "community": "@opencode", "text": "@opencode since prices are kinda similar for claude haiku so any chance you also brings that on zen :)", "link": "https://twitter.com/1673143804038381568/status/2110769154320113893"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@opencode i want gemini3.7flash to play role-playing, please add it to the go package 🥺", "link": "https://twitter.com/1994258069963067392/status/2110513375600128377"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@opencode please bring it to opencode zen, atleast for a day please. btw i just love your harness", "link": "https://twitter.com/2099131382555639808/status/2110329949379035194"}]}, {"theme": "Mid-priced tier between existing plans", "criterion": "limits.plan_value", "authorWeeks": 20, "posts": 21, "examples": [{"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@_4rcadia @opencode mimo v2.6 pro crushes pareto and is considered the frontier, imo. if it had a $ 60 allowance it would be my daily driver.", "link": "https://twitter.com/757226046747971588/status/2110511278884270154"}, {"agent": "opencode", "date": "2026-09-30", "source": "Reddit", "community": "r/opencodeCLI", "text": "i've been waiting for them to come out with a plan that is a little higher than the $10/month go subscription. i'm very excited about this!", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wtjess/lmao/pcxuxlb/"}, {"agent": "opencode", "date": "2026-09-28", "source": "Reddit", "community": "r/opencode", "text": "basically the title nothing stops them from just adding a $20 plan like low end $10 mid $20 high end $40 they might actually get more subs..", "link": "https://www.reddit.com/r/opencode/comments/1wskrt1/just_make_a_20_plan/"}]}, {"theme": "Make temporary usage bonuses permanent", "criterion": "limits.allowance_change", "authorWeeks": 18, "posts": 20, "examples": [{"agent": "opencode", "date": "2026-09-20", "source": "X", "community": "@opencode", "text": "please @opencode dont end the deepseek v4.1 flash's 4x usage 🥹", "link": "https://twitter.com/1519659986267230209/status/2101706833299906757"}, {"agent": "opencode", "date": "2026-09-19", "source": "X", "community": "@opencode", "text": "@sankitdev @opencode @thdxr please make deepseek extra useage permanent 🙏\nyou'll have a permanent subscriber of opencode go", "link": "https://twitter.com/740077527578746881/status/2101351781855056176"}, {"agent": "opencode", "date": "2026-09-15", "source": "X", "community": "@opencode", "text": "@opencode if only that was permanent... sigh 🙄 i would immediately subscribe... even 4x would satisfy me.", "link": "https://twitter.com/179193014/status/2099723925001224365"}]}, {"theme": "More free models", "criterion": "billing.free_tier", "authorWeeks": 17, "posts": 20, "examples": [{"agent": "opencode", "date": "2026-10-10", "source": "Reddit", "community": "r/opencode", "text": "it would be great to see opencode explore and add more free models from different providers, especially capable coding and agentic models. more variety would give users better options to experiment, build projects, and use opencode without needing paid api access.", "link": "https://www.reddit.com/r/opencode/comments/1x2ld8y/request_for_more_free_models/"}, {"agent": "opencode", "date": "2026-10-06", "source": "X", "community": "@opencode", "text": "@opencode let’s make another model free to say bye to bunny. maybe something bigger?\n[link]", "link": "https://twitter.com/1293008918/status/2107603565367775696"}, {"agent": "opencode", "date": "2026-10-03", "source": "X", "community": "@opencode", "text": "8.75b tokens $0 \nnow thats just through @openrouter. not even counting @opencode.\nwhere i guess its there till 10 i'll give all my data for the ai overlords to train on please more of the free stealth models🙏🙏 [link] [link]", "link": "https://twitter.com/1943184619773329408/status/2106487474742858221"}]}, {"theme": "Max or higher reasoning effort level", "criterion": "models.effort_control", "authorWeeks": 17, "posts": 19, "examples": [{"agent": "opencode", "date": "2026-10-02", "source": "X", "community": "@opencode", "text": "@opencode can we get \"max\" efforts option under muse spark 1.3 contributor in opencode go please? @opencode", "link": "https://twitter.com/271972675/status/2106028230058942728"}, {"agent": "opencode", "date": "2026-09-12", "source": "X", "community": "@opencode", "text": "hey @opencode \ncan you please include max reasoning for muse 1.3 in opencode go plan", "link": "https://twitter.com/1151345682/status/2098860832247730310"}, {"agent": "opencode", "date": "2026-09-09", "source": "X", "community": "@opencode", "text": "@opencode when are you guys making max reasoning available for muse spark 1.3?", "link": "https://twitter.com/1120338331676676096/status/2097826368381678037"}]}, {"theme": "Stop spurious 429 rate limit errors", "criterion": "rel.service_errors", "authorWeeks": 17, "posts": 18, "examples": [{"agent": "opencode", "date": "2026-10-09", "source": "X", "community": "@opencode", "text": "@stepfun_ai @openrouter @opencode @cline @nousresearch @kilocode error 429, too many, barely usable. how about operation cheapseek update?", "link": "https://twitter.com/1583360418239873024/status/2108576193037713906"}, {"agent": "opencode", "date": "2026-10-09", "source": "X", "community": "@opencode", "text": "@opencode 😅 error 429, too many, barely usable. how about operation cheapseek update?", "link": "https://twitter.com/1277093698426171394/status/2108521669208023536"}, {"agent": "opencode", "date": "2026-10-03", "source": "Reddit", "community": "r/opencode", "text": "i've been having http 429s all morning with my go subscription. very annoying and impossible to do anything with it.", "link": "https://www.reddit.com/r/opencode/comments/1wwizix/interruptions_and_disconnections/pdlco4w/"}]}, {"theme": "Usage scaled to plan price", "criterion": "limits.plan_value", "authorWeeks": 17, "posts": 17, "examples": [{"agent": "opencode", "date": "2026-10-11", "source": "X", "community": "@opencode", "text": "why does the @opencode go plus plan cost 4x more than go but not give you x4 the usage?\non some models it's 2x, others 3x, and a few are actually 4x.\nbuying 4 $10 subs gives you more usage across all models that one $40 sub.\nwhy??? [link] [link]", "link": "https://twitter.com/2048290395323297792/status/2109228813351547283"}, {"agent": "opencode", "date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "text": "honestly yes. but i feel like $20 for $60 i'm out. maybe $20 for $100 i'll take. $40 .... even if you can get me $240 usage i cant use that much on cheap models.", "link": "https://www.reddit.com/r/opencode/comments/1wskrt1/just_make_a_20_plan/pdfc025/"}, {"agent": "opencode", "date": "2026-09-28", "source": "Reddit", "community": "r/opencodeCLI", "text": "because the new plan is useless if it doesn't at least matches the limits of the 10$ plan in tokens/$. \nwhy would anyone pay 4x to get less than 4x tokens? ", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wsieu3/you_guys_asked_why_no_4x_usage_for_4x_price_thats/pcnwafz/"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 468, "negative": 652, "positiveShare": 41.8, "ci95": [38.9, 44.7]}, {"week": "2026-09-07", "positive": 503, "negative": 671, "positiveShare": 42.8, "ci95": [40.0, 45.7]}, {"week": "2026-09-14", "positive": 513, "negative": 1030, "positiveShare": 33.2, "ci95": [30.9, 35.6]}, {"week": "2026-09-21", "positive": 508, "negative": 772, "positiveShare": 39.7, "ci95": [37.0, 42.4]}, {"week": "2026-09-28", "positive": 448, "negative": 654, "positiveShare": 40.7, "ci95": [37.8, 43.6]}, {"week": "2026-10-05", "positive": 374, "negative": 497, "positiveShare": 42.9, "ci95": [39.7, 46.3]}, {"week": "2026-10-12", "positive": 325, "negative": 531, "positiveShare": 38.0, "ci95": [34.8, 41.3]}], "weeklyScore": [{"week": "2026-08-31", "authors": 3365, "reach": {"shareOfVoice": 10.4, "value": 0.844}, "regard": {"value": 0.577, "ci95": [0.558, 0.598]}, "score": {"value": 76.3, "ci95": [72.2, 78.8]}, "ranking": {"rank": 1, "rankRange": [1, 1]}}, {"week": "2026-09-07", "authors": 3234, "reach": {"shareOfVoice": 10.51, "value": 0.812}, "regard": {"value": 0.595, "ci95": [0.575, 0.614]}, "score": {"value": 73.4, "ci95": [70.3, 75.9]}, "ranking": {"rank": 1, "rankRange": [1, 1]}}, {"week": "2026-09-14", "authors": 3899, "reach": {"shareOfVoice": 12.63, "value": 0.859}, "regard": {"value": 0.564, "ci95": [0.546, 0.58]}, "score": {"value": 69.4, "ci95": [66.0, 72.2]}, "ranking": {"rank": 1, "rankRange": [1, 2]}}, {"week": "2026-09-21", "authors": 3907, "reach": {"shareOfVoice": 10.82, "value": 0.847}, "regard": {"value": 0.514, "ci95": [0.498, 0.531]}, "score": {"value": 59.3, "ci95": [56.7, 61.9]}, "ranking": {"rank": 3, "rankRange": [2, 4]}}, {"week": "2026-09-28", "authors": 3230, "reach": {"shareOfVoice": 8.98, "value": 0.816}, "regard": {"value": 0.533, "ci95": [0.514, 0.549]}, "score": {"value": 62.1, "ci95": [59.0, 65.1]}, "ranking": {"rank": 2, "rankRange": [2, 3]}}, {"week": "2026-10-05", "authors": 2583, "reach": {"shareOfVoice": 8.24, "value": 0.804}, "regard": {"value": 0.533, "ci95": [0.516, 0.551]}, "score": {"value": 61.5, "ci95": [58.9, 64.2]}, "ranking": {"rank": 2, "rankRange": [2, 3]}}, {"week": "2026-10-12", "authors": 3567, "reach": {"shareOfVoice": 13.33, "value": 0.889}, "regard": {"value": 0.56, "ci95": [0.542, 0.578]}, "score": {"value": 68.5, "ci95": [65.3, 71.3]}, "ranking": {"rank": 2, "rankRange": [1, 2]}}]}, {"id": "pi", "name": "Pi", "maker": "Earendil Works (open source)", "sources": [{"channel": "Reddit", "selector": "r/PiCodingAgent", "posts": 7118}, {"channel": "X", "selector": "@pidotdev", "posts": 3675}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 201}], "records": 10994, "judgingPosts": 2710, "authors": 4448, "authorWeeks": 6218, "reach": {"shareOfVoice": 2.9, "weightedUsers": 2936.0, "value": 0.641}, "regard": {"positiveAuthorWeeks": 1138, "negativeAuthorWeeks": 663, "rawPositiveShare": 63.2, "rawCi95": [60.9, 65.4], "value": 0.596, "ci95": [0.582, 0.61]}, "score": {"value": 62.4, "ci95": [60.7, 63.8], "popularityZ": 0.339, "loveZ": 1.37}, "ranking": {"rank": 4, "rankRange": [2, 4]}, "levers": {}, "criteria": {"paying": {"praise": 154, "complaint": 121, "n": 275, "weighted": {"praise": 90.1, "complaint": 73.25}, "praiseShare": 56.0, "ci95": [50.1, 61.7], "regard": 0.6503, "regardCi95": [0.621, 0.678], "salience": 15.3, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "thanks! frankly i just wanted something for work that isn’t claude code since we’re constrained on api usage at the moment.\nthis as well as just normal base pi are ~2x cheaper on costs per task generally compared to claude code.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x547li/dev_workflow_beyond_traditional_harnesses/pgk5wxf/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "10x sounds crazy but it actually is that good, not to mention the usage. i can run one opus medium session through the entire 5 hr limit without it stopping.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x11zga/100_to_spend_codex_or_claude/pept7tv/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "oh and other thing. i just pay the 20 monthly subcription and it works for all my coding needs. \ni use it quite enough and havent had any problems with my $20 monthly subscription.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x11zga/100_to_spend_codex_or_claude/pepxlc9/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "started tracking cache misses in @pidotdev and amazed at how often i miss cache :/ [link]", "link": "https://twitter.com/1586651690148671488/status/2111634624141279365"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "using pi as my coding agent, one thing always bugged me: \ni could never tell mid-session how much a single prompt had cost. the end-of-session total is fine, but \"did that one huge refactor request just burn $2?\" had no easy answer.\nso i built pi-turn-stats:\ntry it out [[link]", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x4jfs4/i_built_a_small_extension_for_the_pi_coding_agent/"}, {"date": "2026-10-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@mitsuhiko sorry to mention this heere but pi 1.1 is not being aboe to use codex subscription even when 100 % limit is available @pidotdev", "link": "https://twitter.com/782506791657582592/status/2108346350291268084"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i had it set up but now it says:\"\n third-party apps now draw from your extra usage, not your plan limits. add more at claude.ai/settings/usage and keep going.\" \n \n i was not using it much at all.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzv0lc/anthropic_bans/pehg6xw/"}, {"date": "2026-10-07", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "what is currently the best way to use @pidotdev with claude subscription?\n- pi-claude-bridge should be ok, but uses claude code bloat\n- things like pi-anthropic-auth (trying to mask as claude code) are against tos\n- api is too expensive\nsucks.", "link": "https://twitter.com/1116441589012934657/status/2107732487795335390"}]}}, "setup": {"praise": 279, "complaint": 185, "n": 464, "weighted": {"praise": 171.55, "complaint": 119.15}, "praiseShare": 60.1, "ci95": [55.6, 64.5], "regard": 0.6262, "regardCi95": [0.597, 0.655], "salience": 25.8, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i have made my proper extension on @pidotdev , now i can put this on a vps and use it from my phone or computer, i can setup cron task , agent can spawn sub agent , it's amazing !\ntry it ! cogitator on pi/package [link]", "link": "https://twitter.com/1789297186733174784/status/2110801577803948474"}, {"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev update: pi-claude-bridge works quite good for me so far...", "link": "https://twitter.com/1116441589012934657/status/2108919322466799752"}, {"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@chenzhangreal @badlogicgames @pidotdev @earendilworks it took 5 minutes and works great.\nincluding apple shortcut to speak to it directly", "link": "https://twitter.com/47647890/status/2108960900254507366"}, {"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@omer_asraf_ @badlogicgames @pidotdev @earendilworks didn’t need to build my own harness - reused all of pi stuff. the integration points and hooks are slightly different but not by much", "link": "https://twitter.com/47647890/status/2108989132768985472"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "people of @pidotdev is there a non shitty way to use gemini ? (not sure why i even ask!! dm's are open) atleast want to try nr4.", "link": "https://twitter.com/299183735/status/2110637095031320663"}, {"date": "2026-10-14", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "spent two hours configuring @pidotdev, regained the feeling of configuring neovim, is this a sign of being an old person...", "link": "https://twitter.com/96075872/status/2110343720096911526"}, {"date": "2026-10-09", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@angeloper86 @opencode @pidotdev it didn't work with opencode provider, worked for github copilot", "link": "https://twitter.com/1843636086485966848/status/2108385496527470638"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "unfortunately, the option to use your own binary of pi was recently removed, which poses a problem if you rely on a sandboxed version you prefer to use.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzemyl/vscode_integration/peliau0/"}]}}, "models": {"praise": 47, "complaint": 40, "n": 87, "weighted": {"praise": 27.42, "complaint": 23.23}, "praiseShare": 54.0, "ci95": [43.6, 64.1], "regard": 0.5682, "regardCi95": [0.539, 0.595], "salience": 4.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@teortaxestex using same prompts, it seems to me this overthinking issue doesn't occur much in @pidotdev.", "link": "https://twitter.com/2060858299835424768/status/2111701160453345303"}, {"date": "2026-10-09", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "my bad re the mimo speed. it was not the mimo slow, it was just i made a transition from @pidotdev to @opencode \nmimo is superb in pi. can't complain. my favorite model so far [link]", "link": "https://twitter.com/1024192600306327552/status/2108439735672721802"}, {"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@omarsar0 @pidotdev this is exactly the kinda stuff i like experimenting with. and being able to swap models without rebuilding the whole agent is a huge plus too", "link": "https://twitter.com/1702925031360143360/status/2107474167406956757"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "on the contrary, i can switch models from gpt, claude, glm as they release new version without having to change my harness.\nmuch more confortable than having to change harness to use a different model.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wvqksf/pi_folks_how_are_you_not_exhausted/pde3dwa/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i love to see deepseek flash here, its my favorite alternative to 5.6luna", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wpcis6/opus_55_vs_gpt6_sol_luna_in_piagent_results_on_my/pbwccta/"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "hey @pidotdev folks, pis default model list for meta doesnt have the new models yet, and also doesn't support max thinking. my extension does both! [link] [link]", "link": "https://twitter.com/35048764/status/2109712423741763723"}, {"date": "2026-10-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@opencode @pidotdev why its not automatically fetching the list of models in opencode and opencode-go? i have to wait for next release. same goes for github-copilot sub in pi.", "link": "https://twitter.com/1843636086485966848/status/2108209734641942838"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "mostly codex (sol 6.1 & astra), occasionally kimi/glm/grok.\nwould love to use opus 5.5. :-(", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wxqvk2/what_model_are_you_using_with_pi/pdwgl9b/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "a self-written one that forces pi to always use \\`deepseek-flash\\` and never use \\`deepseek-v4-pro\\`, because something so simple apparently needs an extension. luckily it takes 2 minutes to code one.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wml882/what_extensions_do_you_think_are_essential_and/pbg4d1w/"}, {"date": "2026-09-20", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev there is a bug: gpt bedrock (mantle) models are not supported properly: passing thinking, token cost etc", "link": "https://twitter.com/1851485675562172416/status/2101574856232079821"}]}}, "context": {"praise": 104, "complaint": 117, "n": 221, "weighted": {"praise": 60.57, "complaint": 66.34}, "praiseShare": 47.1, "ci95": [40.6, 53.6], "regard": 0.5472, "regardCi95": [0.52, 0.574], "salience": 12.3, "receipts": {"praise": [{"date": "2026-10-01", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "fwiw, just started using pi-observable-memory and pretty much never see compactions now.\nit does require a separate model, but a separate, smaller local model should work, or zai glm 5.3 flash is super cheap.\n[link]", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wuty3r/i_made_a_pi_extension_that_improves_compaction/pd8gvc8/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "check out pi-blackhole. i have an extremely limited hardware setup, been running 27b nonstop, with xhigh thinking, with that extension keeping my context in check. it works wonders. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wnmsho/i_want_to_believe_in_local_llms_for_coding_but/pciel9a/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "compaction at 250k is what works quite well.\nkeeps context in sweet spot of llm quality coding", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wruev9/omp_and_opus_55_usage/pciis9r/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "fwiw i've got mine set to 100k threshold and 10min (to be under the 30min codex sub and 1hr claude sub times) - that works well for me.\ni'm also pretty pushy about my agent writing plans with enough detail to survive compacting, so i'm happy for it to compact often.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wruev9/omp_and_opus_55_usage/pcitu8z/"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev psa: on my pc, closing pi and continuing a session made the clankas forget some tools. for whatever reason /reload fixed them. one of them even figured it will spawn another pi agent and ask it to send it a /reload command lol", "link": "https://twitter.com/183580487/status/2110872275750973675"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "it doesn't work when using \"/compact\" manually? i tried doing that to prevent a huge cache upload and it did regular pi compaction, so had to eat the huge cache upload anyway...", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wuty3r/i_made_a_pi_extension_that_improves_compaction/pda9vuw/"}]}}, "work": {"praise": 292, "complaint": 195, "n": 487, "weighted": {"praise": 180.38, "complaint": 115.77}, "praiseShare": 60.0, "ci95": [55.5, 64.2], "regard": 0.5578, "regardCi95": [0.531, 0.586], "salience": 27.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "this /board skill has been working pretty well for me in @badlogicgames's @pidotdev to have multiple models (fable+astra+argon in my case) hash something out: [link]\n(tell your pi to remix it for your multi-agent setup of choice, ootb it's pi-side-agents.) [link] [link]", "link": "https://twitter.com/16054299/status/2111780399236219365"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i have no issues with hallucinations on recent versions, you can also just disable tools you dont want to use and adjust the prompt, but the default prompt + whatever preferences you have are usually more than enough.\ni'm also using qwen3.8 27b or deepseek flash.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x5n4c3/which_version_of_the_pi_agent_are_you_using/pgnqi4x/"}, {"date": "2026-10-14", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "small side project with pi durable:\nmy @bot now runs coding tasks on my mac through pi durable (@pidotdev). why not call agent xyz? durability. runs survive crashes, report back cleanly, and leave no stray sessions. [link]", "link": "https://twitter.com/1434173583698300931/status/2110326190116339936"}, {"date": "2026-10-13", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "crazy shit. because of this project, i came up with the idea to check the functionality of my 17-year-old console under linux. turns out, i don't need to. @pidotdev got a photo and is simply replicating the mapping from console to dj software. [link]", "link": "https://twitter.com/16300275/status/2110109100071854411"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "i gave up on opencode, i had to tell it to continue everytime, after compaction it was sometime starting everything from zero because all the reflexion has been compacted . moved to pi agent, never had a single issue. my agent can run for hours without issue.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x3n8ex/opencode_2026_is_out_if_you_need_to_constantly/pgfxx1b/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "just removed a subagent package from my coding agent setup. it was exposing 15 tools in every session and was only compatible with 1 harness i.e. @pidotdev . replaced with a cli that just spawns agents in @herdrdev giving me full cross compatibility between claude code and pi.", "link": "https://twitter.com/2030100224539250689/status/2111357990054080971"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "keep in mind it is little bloated to with built in read subagent for some reason 😮💨", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x43is7/how_to_set_up_pi_like_claude_code/pfiadei/"}, {"date": "2026-10-11", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@henriquebastos @dpetrou @pidotdev im really hoping pi-durable make it for 2/3\ni was used pi, but having afk workflows and automations in cursor/devin was unfortunately much easier :(", "link": "https://twitter.com/2095992373113126913/status/2109315913983893585"}, {"date": "2026-10-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@vldo766hi @pidotdev opus 5.5 mostly with about 7 rounds of fixing information it got blatantly wrong...", "link": "https://twitter.com/1698356232187269120/status/2108246605182677466"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i was working with deepseek v4.1 + pi. suddenly noticed that it has literally added the \"generated with claude code\" to one of the commits. lol:)", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x07oq3/wtf_deepseek_claiming_to_be_claude_code_in_commit/"}]}}, "checking": {"praise": 14, "complaint": 6, "n": 20, "weighted": {"praise": 7.87, "complaint": 3.67}, "praiseShare": 70.0, "ci95": [48.1, 85.5], "regard": 0.51, "regardCi95": [0.498, 0.521], "salience": 1.1, "receipts": {"praise": [{"date": "2026-09-22", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "switched my code-review flow from using lang-graph to using pi through the sdk. using astra from my codex sub. \n \nworked like a charm, and the review quality is even better.\nhow do i add pi extensions into here? i would like to add subagents/goal functionality", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wm2g7w/piagentpythonsdk_use_your_installed_pi_coding/pbbv0b3/"}, {"date": "2026-10-04", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "codex never caught these errors, but @pidotdev has! part of my workflow has always been to conduct a review with a team of agents, but it turns out there were configuration errors or things like that that codex/claude code never found. i had @pidotdev with @deepseek_ai flash v4.1 review the prs and it has found things in each pr that neither of the two did before. if you want to learn how to do it, i shared it in this video: [link]", "link": "https://twitter.com/87080996/status/2106856314374623730"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "for me pi-lens has been a game changer in adding context-level confidence to the code written by pi. it lets me use smaller models like deepseek-4.1-flash without worrying about whether it writes clean code. sometimes i just tell it “fix the lens warnings” and it’ll do it. pretty amazing tool for fighting ai slop ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wml882/what_extensions_do_you_think_are_essential_and/pbaxf03/"}], "complaint": [{"date": "2026-09-04", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "the useful line is in the log, not the prompt.\nv7 already retired pi+grok for slower runs and fabricated verification.\nswitching because of weekly limits doesn’t fix that.\nlock the harness contract first:\nwhat “done” means, how you verify, what you do when the model lies.\nthen change the model.", "link": "https://twitter.com/1801539591427543040/status/2095871036294119875"}]}}, "interface": {"praise": 112, "complaint": 99, "n": 211, "weighted": {"praise": 67.25, "complaint": 58.84}, "praiseShare": 53.1, "ci95": [46.4, 59.7], "regard": 0.5526, "regardCi95": [0.524, 0.579], "salience": 11.7, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i think he means leveraging a multiplexer to create different panels that you can then resize, put on a tab, etc. that would be a rather fancy enhancement but i very much enjoy the current implementation, it's a great idea.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x6mwd9/split_thoughtstools_usageresponses_in_separate/ph1sr7a/"}, {"date": "2026-10-16", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i'm impressed with @pidotdev \nit's the second terminal-based harness i see implementing good accessibility for screen readers.\ni've tried @opencode and the accessibility is bad unfortunately. i used the web version, it works well.\n@thdxr please improve the tui accessibility.", "link": "https://twitter.com/1988730539722043392/status/2111135168748511362"}, {"date": "2026-10-11", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i tried every harness under the sun and always circle back to @pidotdev. \nmany offer good features, but it's all or nothing. i can’t cherry-pick what i like.\nit is less effort to customize pi, then spend time circumventing workflows that don’t fully match my needs.", "link": "https://twitter.com/14227855/status/2109094404942119003"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "i can customize the pi agent and nvim todo terminal however i want.", "link": "https://www.reddit.com/r/vibecoding/comments/1x0wz27/what_are_you_actually_using_to_vibe_code_right_now/pfaoks7/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "still don't understand why everyons's making a gui for pi. i'm using pi primarily because pi is not a gui.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x1d5hc/pi_gui_the_other_pig_project_now_experimenting/peyqs76/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "no sure when it broke, but cutting and pasting text seems to be almost impossible in pi 1.1.0. istr reading that this may be related to a \"full screen tui\" setting, but i can't find such a setting anywhere.\nanyone know how i can get this functionality back?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x3ajxg/how_to_restore_cut_and_paste/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "nope, there's no way to change it. one of the devs has this totally moronic stance against it because of some stupid osx interaction.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x0jca6/your_thoughts_on_xdg/pel4gub/"}, {"date": "2026-10-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@badlogicgames @pidotdev @superlogical tiny nit: make your scroll-to-bottom adjustable/modular. i had to patch it :(", "link": "https://twitter.com/2104173631068663808/status/2108176352708821469"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "and fwiw, i've spent like 2 hours today just trying to get pi's output to work on my mac terminal in a way that doesn't make my eyes bleed... i just miss my fucking codex ui in vscode :-) ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzemyl/vscode_integration/pebrrp9/"}, {"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev i struggle to read and understand the pi statusline. is there a way to simplify it?", "link": "https://twitter.com/1773789258307743744/status/2107435689222766643"}]}}, "reliability": {"praise": 68, "complaint": 132, "n": 200, "weighted": {"praise": 44.15, "complaint": 81.4}, "praiseShare": 34.0, "ci95": [27.8, 40.8], "regard": 0.6157, "regardCi95": [0.579, 0.652], "salience": 11.1, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "very noticeably smoother and faster, i've ditched every other harness for this except claude code for their own models lol", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x38p5g/now_on_windows_pibolt_083_the_pi_coding_agent/pf8rm5b/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "is the performance of pi really a problem? maybe my mac studio is beefy, but i’ve literally never thought “man i wish pi was faster”. even on my pos work laptop. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x38p5g/now_on_windows_pibolt_083_the_pi_coding_agent/pf9x3xk/"}, {"date": "2026-10-11", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@henriquebastos @pidotdev i’ve been working to build skill nudges & workflow promotions. those two are big ones hermes does, but i agree. pi is much snappier", "link": "https://twitter.com/1279108835525791744/status/2109296056538374239"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "awesome, but even with the jit version the harness is flying (deepseek v4.1 flash), feels great so far :)", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x29wp1/pibolt_073_the_same_pi_compiled_to_native_code_38/pf4wd77/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i went from oh my pi to pi and there is a night and day different. i was getting 7t/s for qwen3.8. now i'm easily doing 20+. the moe is faster at 50t/s. pi > all of them.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x1tqg5/pi_is_linuxvimcjsk8s_of_the_ai_harnesses_world/pex91hn/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "found a bug where you if you still have the pi-codex extension install pi-bolt fails to start and spawns pi processes indefinitely. i removed pi-codex since codex is native in pi now, but wanted to let you know in case you want to cover that scenario.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x29wp1/pibolt_073_the_same_pi_compiled_to_native_code_38/pf920l2/"}, {"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "{\"detail\":\"unable to verify daybreak blue access. please try again.\"}\nwhats goin on\n503 error in pi w openai models\n@openaidevs\n@openai\n@pidotdev", "link": "https://twitter.com/799748425549955072/status/2107406242868322696"}, {"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "{\"detail\":\"unable to verify daybreak blue access. please try again.\"}\nwhats goin on\n503 error in pi w openai models\ngpt-5.5 returns 200 with the same token, while gpt-6.1-sol / gpt-6-sol / gpt-5.1-codex all hit a 503\n@openaidevs\n@openai\n@pidotdev", "link": "https://twitter.com/799748425549955072/status/2107406507604324562"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "writing a 200 kb file through a tool call takes 44.3s on an m5? where are those 44.299s coming from?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wy4oxd/introducing_pibolt_the_same_pi_you_love_35_faster/pdzp6yj/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i like pi but it's so stinking slow. i open opencode and it's ready. i type \"pi\" and.... it thinks. for like, 15-45 seconds. if it's so lightweight why is it so slow?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wydpe0/now_that_everyone_is_making_harness_tierlists/pe3rora/"}]}}, "account": {"praise": 15, "complaint": 26, "n": 41, "weighted": {"praise": 10.98, "complaint": 16.4}, "praiseShare": 36.6, "ci95": [23.6, 51.9], "regard": 0.583, "regardCi95": [0.54, 0.625], "salience": 2.3, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev @openai @earendil and it's fixed 💪 thanks for the quick update", "link": "https://twitter.com/1213201579668459520/status/2105011556207436102"}], "complaint": [{"date": "2026-10-02", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@badlogicgames @pidotdev when i report bugs, you auto-close it, so what's the point?", "link": "https://twitter.com/25336778/status/2106075751027970537"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "the issues get autoclosed if your not in the maintainers' circle so i wouldn't hold my breath getting anything through especially if your agent \"fixes\" it", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wfvx2f/any_idea_how_to_resolve_for_this/p9qhwqx/"}]}}, "limits.plan_value": {"praise": 32, "complaint": 6, "n": 38, "weighted": {"praise": 19.56, "complaint": 3.46}, "praiseShare": 84.2, "ci95": [69.6, 92.6], "regard": 0.5473, "regardCi95": [0.529, 0.566], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "thanks! frankly i just wanted something for work that isn’t claude code since we’re constrained on api usage at the moment.\nthis as well as just normal base pi are ~2x cheaper on costs per task generally compared to claude code.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x547li/dev_workflow_beyond_traditional_harnesses/pgk5wxf/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "oh and other thing. i just pay the 20 monthly subcription and it works for all my coding needs. \ni use it quite enough and havent had any problems with my $20 monthly subscription.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x11zga/100_to_spend_codex_or_claude/pepxlc9/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "just a humble, 5.6-luna thinking max i can't finish my tokens with a smallest plan ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wxqvk2/what_model_are_you_using_with_pi/pdyw5gb/"}], "complaint": []}}, "limits.window_interrupts_work": {"praise": 1, "complaint": 4, "n": 5, "weighted": {"praise": 0.84, "complaint": 2.1}, "praiseShare": 20.0, "ci95": [3.6, 62.4], "regard": 0.5043, "regardCi95": [0.494, 0.522], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "10x sounds crazy but it actually is that good, not to mention the usage. i can run one opus medium session through the entire 5 hr limit without it stopping.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x11zga/100_to_spend_codex_or_claude/pept7tv/"}], "complaint": []}}, "limits.burn_rate": {"praise": 66, "complaint": 52, "n": 118, "weighted": {"praise": 39.24, "complaint": 29.38}, "praiseShare": 55.9, "ci95": [46.9, 64.6], "regard": 0.639, "regardCi95": [0.604, 0.668], "salience": 6.6, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev @earendilworks solved this with codemode: one js script instead of n tool calls. \ni liked it so much i brought it to claude code — v0.1.0 is out. measured: a 5-file read task went 7→2 turns, ~40% cheaper. \n[link]", "link": "https://twitter.com/109918616/status/2107601581466321182"}, {"date": "2026-10-05", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": ". @pidotdev ‘s new codemode with 6.1sol is a huge token saver .", "link": "https://twitter.com/1766781068584382464/status/2107137239910400313"}, {"date": "2026-10-02", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@mattlam_ @coding_jam @pidotdev i actually noticed it still being very token efficient but that's annecdotal. hate going back to any other harness except pi now.", "link": "https://twitter.com/83319254/status/2106149547340681382"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@albertgao @ivanfioravanti @pidotdev last time i tried with sub2api, token usage was crazy! and i switched to claude code", "link": "https://twitter.com/2039257343142117376/status/2106386801896394809"}]}}, "limits.allowance_change": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4993, "regardCi95": [0.498, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "limits.reset_schedule": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.38}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4964, "regardCi95": [0.492, 0.499], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "limits.usage_meter": {"praise": 5, "complaint": 5, "n": 10, "weighted": {"praise": 2.29, "complaint": 2.55}, "praiseShare": 50.0, "ci95": [23.7, 76.3], "regard": 0.5285, "regardCi95": [0.505, 0.557], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev that level of transparency is honestly a game changer. knowing exactly why the costs are spiking makes it way easier to optimize my workflow.", "link": "https://twitter.com/126916586/status/2097945345372369222"}, {"date": "2026-09-09", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev love this pi feature. i’m building pi-desktop on top of pi — cache/token visibility has been incredibly useful.\npi-desktop hit 1k github stars in 24h and #9 on github trending 🚀\n[link]", "link": "https://twitter.com/1550111914780332032/status/2097770759787630814"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "using pi as my coding agent, one thing always bugged me: \ni could never tell mid-session how much a single prompt had cost. the end-of-session total is fine, but \"did that one huge refactor request just burn $2?\" had no easy answer.\nso i built pi-turn-stats:\ntry it out [[link]", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x4jfs4/i_built_a_small_extension_for_the_pi_coding_agent/"}, {"date": "2026-09-05", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@mrahmadawais hope the token‑usage metrics in the plan user dashboard could be displayed more clearly, similar to how opencodego presents them. also, could pi add the commandcode plan to the pi‑ai routing? that would make things much more convenient. thanks.@pidotdev", "link": "https://twitter.com/1871869440150962176/status/2096062027555025017"}]}}, "limits.prompt_cache": {"praise": 29, "complaint": 21, "n": 50, "weighted": {"praise": 15.49, "complaint": 12.46}, "praiseShare": 58.0, "ci95": [44.2, 70.6], "regard": 0.5413, "regardCi95": [0.516, 0.57], "salience": 2.8, "receipts": {"praise": [{"date": "2026-10-07", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "main model and subagent get around 90%+ cache hit after extensive usage, you can see my other replies on this to see why.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzgr8b/pioptchat_never_compact_again_endless_chat_as_a/pec4hjn/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "you can see my other replies for details, but 90-95% cache hit, on main and subagent models.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzgr8b/pioptchat_never_compact_again_endless_chat_as_a/pee97q5/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "here's my usage from last two days, the expensive models still get 90+% cache usage.\n[link]\n", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzgr8b/pioptchat_never_compact_again_endless_chat_as_a/pebpdc2/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "started tracking cache misses in @pidotdev and amazed at how often i miss cache :/ [link]", "link": "https://twitter.com/1586651690148671488/status/2111634624141279365"}, {"date": "2026-09-09", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev wait. i thought that if i continued using a single session by using pi -c to reopen the same session until i run out of the 1m context window, i won't end up missing cache. i run a session over 2 days with many gaps. looks like that's not how it works.", "link": "https://twitter.com/176097933/status/2097738647693124026"}]}}, "billing.overage_charges": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.68}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4978, "regardCi95": [0.494, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "billing.pricing_clarity": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "billing.free_tier": {"praise": 6, "complaint": 1, "n": 7, "weighted": {"praise": 3.75, "complaint": 0.5}, "praiseShare": 85.7, "ci95": [48.7, 97.4], "regard": 0.5063, "regardCi95": [0.5, 0.514], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "billing.subscription_portability": {"praise": 33, "complaint": 32, "n": 65, "weighted": {"praise": 19.74, "complaint": 22.28}, "praiseShare": 50.8, "ci95": [38.9, 62.5], "regard": 0.5116, "regardCi95": [0.488, 0.537], "salience": 3.6, "receipts": {"praise": [{"date": "2026-10-09", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i just use my anthropic sub through pi…done it for months with heavy usages after they “paused” the restriction on sub usage from third party apps and have not had a single issue. \nwill report back if i ever get banned ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x1ew1s/use_claude_code_to_delegate_jobs_to_pi/peulwqs/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i used pi with both my chatgpt and claude subscriptions no issues, anthropic's recently been pulling back on this if you look at what hermes just announced, they have official integration now. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wykxe7/claude_sub_with_pi/pe4j4ve/"}, {"date": "2026-10-02", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@mattlam_ @coding_jam @pidotdev can also confirm the bridge is working very well for me for as long as anthropic doesn’t go back to pulling agentsdk out of subscriptions", "link": "https://twitter.com/83319254/status/2106140408610771259"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "if @anthropicai allows third parties to use your claude code subscription then why am i still running into problems with @pidotdev? [link]", "link": "https://twitter.com/1705180711756701696/status/2109840612971438539"}, {"date": "2026-10-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@mitsuhiko sorry to mention this heere but pi 1.1 is not being aboe to use codex subscription even when 100 % limit is available @pidotdev", "link": "https://twitter.com/782506791657582592/status/2108346350291268084"}, {"date": "2026-10-07", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "what is currently the best way to use @pidotdev with claude subscription?\n- pi-claude-bridge should be ok, but uses claude code bloat\n- things like pi-anthropic-auth (trying to mask as claude code) are against tos\n- api is too expensive\nsucks.", "link": "https://twitter.com/1116441589012934657/status/2107732487795335390"}]}}, "setup.install_signin": {"praise": 17, "complaint": 39, "n": 56, "weighted": {"praise": 11.78, "complaint": 27.92}, "praiseShare": 30.4, "ci95": [19.9, 43.3], "regard": 0.5315, "regardCi95": [0.498, 0.565], "salience": 3.1, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@chenzhangreal @badlogicgames @pidotdev @earendilworks it took 5 minutes and works great.\nincluding apple shortcut to speak to it directly", "link": "https://twitter.com/47647890/status/2108960900254507366"}, {"date": "2026-10-02", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev sweet, even with ps1 install script! my biggest gripe for years on dev tooling world. this is the way!", "link": "https://twitter.com/781174220814450688/status/2105835402091528620"}, {"date": "2026-09-30", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev @openai nice one, sign in with chatgpt inside pi is handy", "link": "https://twitter.com/763249944056565760/status/2105236582706139480"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "i can use the old-style login with @pidotdev and my @chatgpt enterprise account, but i can't use sol 6.1 i can do the new-style login with my personal account and use 6.1. but i can't use the new-style login with my enterprise account, which is how i do work. so that sucks.", "link": "https://twitter.com/14203569/status/2107522947116368062"}, {"date": "2026-10-05", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "am i the only one that keeps getting the \"error: oauth refresh failed for openai: openai oauth token request failed (400)\" in @pidotdev when using the new openai oauth with an account that is part of the @openai daybreak program?\ncc @openai @badlogicgames @mitsuhiko", "link": "https://twitter.com/14488050/status/2107088555390402701"}, {"date": "2026-10-04", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "pls help, this is happening all the time today when pi logged in with the latest official openai oauth @pidotdev @badlogicgames @mitsuhiko \nhave shared /bug report [link]", "link": "https://twitter.com/1940807256377118724/status/2106825003782242682"}]}}, "setup.provider_byok_local": {"praise": 54, "complaint": 21, "n": 75, "weighted": {"praise": 33.68, "complaint": 12.64}, "praiseShare": 72.0, "ci95": [61.0, 80.9], "regard": 0.5445, "regardCi95": [0.521, 0.569], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "llama serve -hf ggml-org/muse-spark-open-816b-a42b-gguf:q2_k\nthis model also goes so well with @pidotdev agent to get stuff done! 🤯 [link]", "link": "https://twitter.com/1202267633049100291/status/2110802058433679603"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "yeah my device can run fit a 8b model locally and that's a neat thing to have inside of pi, very little overhead and efficient", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x547li/dev_workflow_beyond_traditional_harnesses/pgk1p3o/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i have claude and pi load the same claude.md and skills. symlink for the former and extra skill dir pointing at claude's in pi for the latter. i do local qwen 3.8fn in pi. works great for me.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x12xgx/tell_me_your_piclaude_setup_using_herdr_or_similar/pesx9k7/"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@angeloper86 @opencode @pidotdev it didn't work with opencode provider, worked for github copilot", "link": "https://twitter.com/1843636086485966848/status/2108385496527470638"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "one big caveat in using unsloth with pi.\nthe sampling did not get transfer over to pi and the pi session usually will have a cap of 8k context max limit as default, you will need to edit the temp config.json to get higher max context.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wxi27x/loggin_to_unsloth/pejdh0h/"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i use pi with a local llama.cpp server. it seems like i get a \"no models available\" warning about 1/3 of the time when i start pi, and i have to `/quit` and start it again, at which point it works just fine.\nanyone else?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wts8mv/anyone_else_get_no_models_available_warning_a_lot/"}]}}, "setup.extensions_mcp": {"praise": 198, "complaint": 108, "n": 306, "weighted": {"praise": 121.5, "complaint": 67.4}, "praiseShare": 64.7, "ci95": [59.2, 69.8], "regard": 0.5827, "regardCi95": [0.553, 0.611], "salience": 17.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i have made my proper extension on @pidotdev , now i can put this on a vps and use it from my phone or computer, i can setup cron task , agent can spawn sub agent , it's amazing !\ntry it ! cogitator on pi/package [link]", "link": "https://twitter.com/1789297186733174784/status/2110801577803948474"}, {"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev update: pi-claude-bridge works quite good for me so far...", "link": "https://twitter.com/1116441589012934657/status/2108919322466799752"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "pi extensions are not the same thing as pi durable extensions. would be nice to use existing pi extensions but they aren’t compatible.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x806t8/pi_pocket_014_extension_api_themes_and_an/ph9o053/"}, {"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@howaboua @pidotdev this reminds me that my #1 annoyance with pi rn is that i have to manually /reload (*and* i can't reload during an ongoing turn)...", "link": "https://twitter.com/16054299/status/2108861933197897846"}, {"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@howaboua @pidotdev i don't want the agent to reload that much, i just don't want my 30 long running side agents get into various states of desync re the pi extension fixups i keep tweaking meanwhile.", "link": "https://twitter.com/16054299/status/2108863040481620368"}]}}, "setup.onboarding_docs": {"praise": 18, "complaint": 24, "n": 42, "weighted": {"praise": 10.26, "complaint": 15.06}, "praiseShare": 42.9, "ci95": [29.1, 57.8], "regard": 0.5368, "regardCi95": [0.51, 0.565], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i moved away from claude code's bloat to pi.dev at work several, checks calendar, months ago.\nso you can use it for real life work. it will probably be better if you tinker with it but it's very usable from day 1.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1ww2ocw/pi_for_serious_coding_work_or_more_tinkering_fun/pdirugm/"}, {"date": "2026-09-20", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i've been asking pi to configure itself every few updates and it's great at this. even runs a small benchmark on local models before adding them to give me more info.\nbottom line: pi is great at configuring itself. ask it.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wlebgj/latest_pi_version_86_broke_working_with_local/pb0w3l0/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "ask pi how to do it lol it showed me how to edit the json file. now i can use it.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wcas0i/anyone_using_ds_v41_flash_in_pi/p8xpigq/"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i have, and i have down that before. it usually is superb. but for this query it got super confused. then i read the docs,human style. and i got confused 🤓", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x58byg/pi_codemode_classifier_questions/pgkckdz/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i think that is the problem. i don't need that many features. the documentation is a novel at this point.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wtx1tz/pi_is_becoming_bloated/pdk5h6v/"}]}}, "setup.ide_integration": {"praise": 7, "complaint": 2, "n": 9, "weighted": {"praise": 3.32, "complaint": 1.44}, "praiseShare": 77.8, "ci95": [45.3, 93.7], "regard": 0.5046, "regardCi95": [0.496, 0.513], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-09-26", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "fyi; pi-vim is broken:\n`~/.pig/agent/npm/node_modules/pi-vim/index.ts\" error: settingsmanager.create is not a function`", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wqe2v1/meet_pig_the_pi_coding_harness_that_is_yours_but/pc6ynhk/"}]}}, "models.catalog_access": {"praise": 22, "complaint": 18, "n": 40, "weighted": {"praise": 12.57, "complaint": 10.98}, "praiseShare": 55.0, "ci95": [39.8, 69.3], "regard": 0.5411, "regardCi95": [0.518, 0.566], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@omarsar0 @pidotdev this is exactly the kinda stuff i like experimenting with. and being able to swap models without rebuilding the whole agent is a huge plus too", "link": "https://twitter.com/1702925031360143360/status/2107474167406956757"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "on the contrary, i can switch models from gpt, claude, glm as they release new version without having to change my harness.\nmuch more confortable than having to change harness to use a different model.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wvqksf/pi_folks_how_are_you_not_exhausted/pde3dwa/"}, {"date": "2026-09-20", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev when i realized you could just have models invoke other models from other labs in the cli. was an early one but a game changer for me", "link": "https://twitter.com/2069281373932650496/status/2101780014639251795"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "hey @pidotdev folks, pis default model list for meta doesnt have the new models yet, and also doesn't support max thinking. my extension does both! [link] [link]", "link": "https://twitter.com/35048764/status/2109712423741763723"}, {"date": "2026-10-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@opencode @pidotdev why its not automatically fetching the list of models in opencode and opencode-go? i have to wait for next release. same goes for github-copilot sub in pi.", "link": "https://twitter.com/1843636086485966848/status/2108209734641942838"}, {"date": "2026-09-22", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev can we actually run it ? i am dying to run opus in pi since forever. i got codex sub just so i can their models in pi.", "link": "https://twitter.com/2685094046/status/2102458590493806948"}]}}, "models.routing_auto": {"praise": 18, "complaint": 5, "n": 23, "weighted": {"praise": 10.44, "complaint": 2.22}, "praiseShare": 78.3, "ci95": [58.1, 90.3], "regard": 0.5446, "regardCi95": [0.526, 0.567], "salience": 1.3, "receipts": {"praise": [{"date": "2026-09-17", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@leobuilds_ i have made a different move to what you are asking. \nopenrouter and @pidotdev \nclever work = claude fable \nimage work = open ai\ngrunt work = deepseek flash latest \nall from the cli. pi does the routing", "link": "https://twitter.com/2074925659466633216/status/2100648276336976114"}, {"date": "2026-09-18", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i made an experimental model router for @pidotdev using jev as the decision maker.\nit's not a generic \"pick a cheaper model\" router. it isolates work into logical threads and prices cache reads/writes, cold context, expected output + the cost of switching back.\n@completeskeptic @typesafeai this wouldn't of been possible without jev, it's an amazing primitive to make software with 💪🏻", "link": "https://twitter.com/1339564154307440640/status/2101060333964083710"}], "complaint": [{"date": "2026-09-22", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "a self-written one that forces pi to always use \\`deepseek-flash\\` and never use \\`deepseek-v4-pro\\`, because something so simple apparently needs an extension. luckily it takes 2 minutes to code one.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wml882/what_extensions_do_you_think_are_essential_and/pbg4d1w/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "fyi the current deepseek models in pi will automatically route through v4.1..confirmed this by looking at the deepseek api usage site", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wcas0i/anyone_using_ds_v41_flash_in_pi/p8xaatv/"}]}}, "models.effort_control": {"praise": 6, "complaint": 6, "n": 12, "weighted": {"praise": 3.7, "complaint": 3.16}, "praiseShare": 50.0, "ci95": [25.4, 74.6], "regard": 0.5023, "regardCi95": [0.492, 0.512], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@teortaxestex using same prompts, it seems to me this overthinking issue doesn't occur much in @pidotdev.", "link": "https://twitter.com/2060858299835424768/status/2111701160453345303"}], "complaint": [{"date": "2026-08-31", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev finally, every time i started a new chat i have to go from no thinking to max is a pain", "link": "https://twitter.com/2512335767/status/2094391917299523865"}, {"date": "2026-09-05", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@fuckyourputs i hit this on @pidotdev 0.85.0 that rewrites the top level 'reasoning.effort` when switching thinking level that bust the cache. i just kept the value fixed and sent changes as 'configureation_update' instead", "link": "https://twitter.com/1920146836951797760/status/2096353290845814893"}]}}, "models.quality_drift": {"praise": 1, "complaint": 11, "n": 12, "weighted": {"praise": 0.71, "complaint": 6.88}, "praiseShare": 8.3, "ci95": [1.5, 35.4], "regard": 0.4924, "regardCi95": [0.483, 0.503], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-04", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "to be honest, i already felt that pi was starting to decline after the addition of built-in mcp... nowadays, open source projects try to achieve everything, but in reality, i only need its lightweight kernel.\npi-ai, pi-agent, a simple coding agent module, and a lively plugin marketplace are all you need.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdrcstc/"}]}}, "context.instruction_files": {"praise": 11, "complaint": 8, "n": 19, "weighted": {"praise": 5.23, "complaint": 4.41}, "praiseShare": 57.9, "ci95": [36.3, 76.9], "regard": 0.5, "regardCi95": [0.489, 0.51], "salience": 1.1, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev when i learned how much you could change model behavior through agents.md it changed how i work with agents. now i use that document to tune how i work with agents and it’s pure magic.", "link": "https://twitter.com/2085033893376499712/status/2101833659305328958"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "you don't need any of that with pi. the only thing i would do with pi is to have a project specific append_system.md to point the agent to relevant documentation due to training data cutoff.\napart from that i keep a global agents.md that just says, keep it short, don't use filler words.\nthat has been working well with qwen, gemma, deepseek, and glm running locally.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1w7ov2f/whats_in_your_agentsmd/p7x0il4/"}], "complaint": [{"date": "2026-09-16", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "regardless of what i put in the agents.md the agent replies the same, ignoring whatever is put in it. i've tried asking the agent but it doesn't fix the problem", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wglwd0/agentsmd_files_not_working_at_all/pa3ju68/"}, {"date": "2026-09-16", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "when i try something like that (magic word and everything i mean) it responds as if completely oblivious to the information inside the agents.md", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wglwd0/agentsmd_files_not_working_at_all/pa3n73b/"}, {"date": "2026-09-16", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i've been sticking to literally one line to try and just get it to work :( i've tried append_system.md too with no luck", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1who72k/more_agentsmd_issues/pa43ejk/"}]}}, "context.instruction_following": {"praise": 6, "complaint": 14, "n": 20, "weighted": {"praise": 3.66, "complaint": 7.68}, "praiseShare": 30.0, "ci95": [14.5, 51.9], "regard": 0.5044, "regardCi95": [0.49, 0.521], "salience": 1.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@christianlempa @pidotdev @openai be careful, it gets distracted too easily. i told it to read folder of docs. inside that folder one of docs had an example of a prompt. astra considered that as a new instruction - so halfway through execution now it was giving me recipes for cookies instead of writing code.", "link": "https://twitter.com/1350099456629362689/status/2097295260254712282"}, {"date": "2026-09-26", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@warmwaffles @pidotdev nah it put me off using pi. got frustrated telling it to not make any changes and the llm ignoring me anyway \ni like plan mode", "link": "https://twitter.com/1361615777300762629/status/2103732628465787207"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i've had wonderful success with opencode with swift q3.8 27b. though pi seems more composable but so frustrating to control. it doesn't seem to interact with me much as a user, it barely seems to respond to more than my first input. it's seems to chase its tail a lot. and that's using glm 5.3 flash!", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wqh2u4/ohmypi_or_opencode_why/pc41ov1/"}]}}, "context.clarifying_questions": {"praise": 4, "complaint": 4, "n": 8, "weighted": {"praise": 1.87, "complaint": 2.11}, "praiseShare": 50.0, "ci95": [21.5, 78.5], "regard": 0.5015, "regardCi95": [0.494, 0.51], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 4, "complaint": 17, "n": 21, "weighted": {"praise": 2.6, "complaint": 9.97}, "praiseShare": 19.0, "ci95": [7.7, 40.0], "regard": 0.5035, "regardCi95": [0.486, 0.525], "salience": 1.2, "receipts": {"praise": [], "complaint": []}}, "context.compaction": {"praise": 49, "complaint": 45, "n": 94, "weighted": {"praise": 29.94, "complaint": 25.18}, "praiseShare": 52.1, "ci95": [42.1, 61.9], "regard": 0.543, "regardCi95": [0.518, 0.569], "salience": 5.2, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i installed one of the plugins for codex server compactions and it basically seems to not matter anymore. i still compact, but i basically don't worry about it and just let it happen automatically.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x2lrt0/what_are_your_best_tips_philosophies_for_keeping/pf3zo8n/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "fwiw, just started using pi-observable-memory and pretty much never see compactions now.\nit does require a separate model, but a separate, smaller local model should work, or zai glm 5.3 flash is super cheap.\n[link]", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wuty3r/i_made_a_pi_extension_that_improves_compaction/pd8gvc8/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "check out pi-blackhole. i have an extremely limited hardware setup, been running 27b nonstop, with xhigh thinking, with that extension keeping my context in check. it works wonders. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wnmsho/i_want_to_believe_in_local_llms_for_coding_but/pciel9a/"}], "complaint": [{"date": "2026-10-01", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "it doesn't work when using \"/compact\" manually? i tried doing that to prevent a huge cache upload and it did regular pi compaction, so had to eat the huge cache upload anyway...", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wuty3r/i_made_a_pi_extension_that_improves_compaction/pda9vuw/"}, {"date": "2026-09-23", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@abimeher @colindaymond @pidotdev @itoflowai unbounded tool replies are how the window gets wrecked. i want bounds *and* a way to inspect / trim what actually lands in context — not guess after auto-compact fires.", "link": "https://twitter.com/2074942490466033664/status/2102841483099623900"}, {"date": "2026-09-20", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "default compaction or the pi compact tools leave noise like\n..#.. reflections\n[4ae591cc24b8] user tasked consolidating all non-herdr pi tools and all guards from t\nthen trailing 5 user/model responses. \nwant i want instead is: remake context only needed for current task.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wlhyyz/what_are_your_best_smalllocal_model_tricks_with_pi/pazea0j/"}]}}, "context.session_memory": {"praise": 25, "complaint": 19, "n": 44, "weighted": {"praise": 14.99, "complaint": 10.6}, "praiseShare": 56.8, "ci95": [42.2, 70.3], "regard": 0.5166, "regardCi95": [0.5, 0.534], "salience": 2.4, "receipts": {"praise": [{"date": "2026-09-10", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "pi-observational-memory is set and forget. always stays on. i thought most people here were using it when i found it.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wc6v2k/the_autocompaction_is_so_frustrating_and/p8xsc19/"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev psa: on my pc, closing pi and continuing a session made the clankas forget some tools. for whatever reason /reload fixed them. one of them even figured it will spawn another pi agent and ask it to send it a /reload command lol", "link": "https://twitter.com/183580487/status/2110872275750973675"}, {"date": "2026-09-21", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev not only did pi-observational-memory break, but the openviking memory integration broke as well - badly enough that we had to manually repair the session history and delete corrupted data.", "link": "https://twitter.com/33923041/status/2102039242155196862"}]}}, "context.codebase_retrieval": {"praise": 9, "complaint": 14, "n": 23, "weighted": {"praise": 4.7, "complaint": 7.71}, "praiseShare": 39.1, "ci95": [22.2, 59.2], "regard": 0.4959, "regardCi95": [0.483, 0.509], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-24", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "hi all, basically what the title says.. i like using @ to add files/folders to the context but for any of these added to .gitignore it stops working.. any way around this?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wp8cos/cant_reference_gitignore_filesfolders_with/"}]}}, "context.attachments": {"praise": 5, "complaint": 6, "n": 11, "weighted": {"praise": 2.63, "complaint": 3.33}, "praiseShare": 45.5, "ci95": [21.3, 72.0], "regard": 0.5025, "regardCi95": [0.494, 0.512], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "that day when you realise @pidotdev does actually support copy/pasting screenshots in windows when running wsl\nalt + v\nthank me later", "link": "https://twitter.com/5609142/status/2106856617354387885"}, {"date": "2026-09-14", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i cannot overstate how much more useful it is for @pidotdev to just show me the images <3 [link]", "link": "https://twitter.com/341030111/status/2099579050947760510"}], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev image, like screenshot paste still hard to use in tui", "link": "https://twitter.com/3303307364/status/2102583936018985337"}, {"date": "2026-09-22", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev i am testing out @xiaomimimo v2.6 pro\nit's an omni model so i would have liked it to be able to read the audio file with my spoken words, and understand those.\nit didn't know how to do it", "link": "https://twitter.com/136317670/status/2102386202003280152"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "complaint", "text": "one day, i tried to paste a screenshot and ask qwen3.8:27b to decode it using pi-agent on windows. for some reason, the model could not read the image. pi is minimalist and does not support images out of the box. the model spit out nonsense and said it was claude; other times, it said it was copilot. people who believe there's no distillation on chinese models are delusional. ", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wvipaz/anyone_wonder_why_americans_lag_so_far_behind_in/pdcd9sp/"}]}}, "work.capability": {"praise": 170, "complaint": 51, "n": 221, "weighted": {"praise": 101.27, "complaint": 28.1}, "praiseShare": 76.9, "ci95": [70.9, 82.0], "regard": 0.5619, "regardCi95": [0.535, 0.588], "salience": 12.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev thanks for your great work! with pi-durable, we can quickly build serverless harness applications on cloudflare. i built and deployed the app below over a single weekend, complete with authentication and a ui.\n[link]", "link": "https://twitter.com/1554387348153982978/status/2111284780520116512"}, {"date": "2026-10-14", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "fun little camera app. \nandroid studio + @pidotdev + @bottlecapai thinkingcap @alibaba_qwen model, under 12 hours, in a language i can't even read at all.\n🤯🤯🤯 [link]", "link": "https://twitter.com/40279968/status/2110171534837109014"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i'm coming from cursor. my subscription expired. then i switched to openai and using pi since day one of my codex subscription. this is my second month. by the way, i also use codex but not primarily. my 95% of the task is handled by pi.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x2wuq4/im_new_to_pi_coming_from_opencode_and_others_for/pf7f2mm/"}], "complaint": []}}, "work.frontend_ui": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.06, "complaint": 0.5}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5018, "regardCi95": [0.498, 0.507], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-01", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "you don't need expensive models like fable or gpt-5.6 sol to turn any ui design image into a highly complex, pixel-perfect ui. i can get this done using just gpt-5.6 luna.\ni'm using pi @pidotdev + the pixel perfect skill.\nstart with image gpt → pi harness + pixel perfect skill.\nturns out, the model isn't always the limitation. the right harness + skill can make a huge difference 👌", "link": "https://twitter.com/2083448877928312832/status/2094695540978331748"}], "complaint": []}}, "work.bug_diagnosis": {"praise": 3, "complaint": 0, "n": 3, "weighted": {"praise": 2.05, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [43.8, 100.0], "regard": 0.5037, "regardCi95": [0.5, 0.508], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i had the same problem. i asked him to find the cause and solve it.\nhe was clear and effective. \npi.dev is really cool in his ability to self-inspect and self-fix", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x3ajxg/how_to_restore_cut_and_paste/pfbtp33/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i told my pi. it fixed it itself for about $0.003 and one prompt.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwn6tl/copy_from_tui_does_not_work_anymore_after_recent/pdmor4h/"}], "complaint": []}}, "work.regressions_introduced": {"praise": 1, "complaint": 4, "n": 5, "weighted": {"praise": 0.42, "complaint": 2.19}, "praiseShare": 20.0, "ci95": [3.6, 62.4], "regard": 0.5047, "regardCi95": [0.495, 0.521], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-12", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@johan_vd_meer @thsottiaux yes, as per looking at [link] it was clearly this. just switched to the @pidotdev harness, no more fuckups.", "link": "https://twitter.com/15266830/status/2098887000426189273"}], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev it keeps mangling text files, it is working through the planned phases though. so i think i'll let it be, if it starts struggling too much i'll switch it out for deepseek v4.1 and see if it runs smoother...\nworking on this btw: [link]\nyou can see it in realtime", "link": "https://twitter.com/432486005/status/2102622029694533984"}, {"date": "2026-09-20", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev @mitsuhiko spent four hours undoing what took it thirty seconds to break.", "link": "https://twitter.com/1910204476973096960/status/2101684433061298632"}]}}, "work.scope_overreach": {"praise": 1, "complaint": 14, "n": 15, "weighted": {"praise": 0.71, "complaint": 6.92}, "praiseShare": 6.7, "ci95": [1.2, 29.8], "regard": 0.5073, "regardCi95": [0.488, 0.54], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-09-11", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@hieussr @pidotdev i tried for last two days too.\nthe only problem is that it seems too confident or make thing overcomplicated.\nam i the only one to feel this?", "link": "https://twitter.com/1813201921790124037/status/2098360034161983748"}, {"date": "2026-09-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev @openai it really, really wants to overcomplicate your request so make sure you specify intent and scope or you will get a lot of overengineering", "link": "https://twitter.com/1738031/status/2097331239116001506"}, {"date": "2026-08-31", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i tried omp after pi, thinking it would be even better for coding, but it wasn't. i forget what omp would do, get lost or something, it wasn't very productive.\nmeanwhile i'm yelling at pi to pump the breaks!\npreviously i enjoyed claudecode with pro subscription.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1w3lyr7/pi_is_overeager_and_cave_man_question/p719bko/"}]}}, "work.stuck_loops": {"praise": 6, "complaint": 30, "n": 36, "weighted": {"praise": 3.05, "complaint": 17.71}, "praiseShare": 16.7, "ci95": [7.9, 31.9], "regard": 0.5584, "regardCi95": [0.508, 0.614], "salience": 2.0, "receipts": {"praise": [], "complaint": [{"date": "2026-09-18", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@marcusmccurdy @pidotdev i find that astra high gets sidetracked so easily in pi, maybe owing to how little guidance there is in the system prompt\ni've had many cases where it goes on for a few hours and implements complete nonsense without solving the original task", "link": "https://twitter.com/1525323828532228096/status/2100790551020990635"}, {"date": "2026-09-12", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "i find that @pidotdev consistently just hangs for long running processes using deepseek -- just churns on \"working\"....", "link": "https://twitter.com/26405002/status/2098588346780119484"}, {"date": "2026-09-11", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@jeudyx @pidotdev yo no he logrado usarlo más allá de tareas muy específicas, pero ya con varas más agénticas se me encicla bastante rápido.", "link": "https://twitter.com/801660257093189632/status/2098555758094782805"}]}}, "work.premature_stop": {"praise": 0, "complaint": 5, "n": 5, "weighted": {"praise": 0.0, "complaint": 3.89}, "praiseShare": 0.0, "ci95": [-0.0, 43.4], "regard": 0.4948, "regardCi95": [0.49, 0.499], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-18", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@melissapan @howaboua @pidotdev nice work. i have issues with fable & pi, where pi keeps reading and never writes the code to files. not sure of the problem though.", "link": "https://twitter.com/1613070948/status/2100965181912482194"}]}}, "work.long_running_autonomy": {"praise": 22, "complaint": 4, "n": 26, "weighted": {"praise": 15.64, "complaint": 2.5}, "praiseShare": 84.6, "ci95": [66.5, 93.9], "regard": 0.5108, "regardCi95": [0.494, 0.527], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "small side project with pi durable:\nmy @bot now runs coding tasks on my mac through pi durable (@pidotdev). why not call agent xyz? durability. runs survive crashes, report back cleanly, and leave no stray sessions. [link]", "link": "https://twitter.com/1434173583698300931/status/2110326190116339936"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "i gave up on opencode, i had to tell it to continue everytime, after compaction it was sometime starting everything from zero because all the reflexion has been compacted . moved to pi agent, never had a single issue. my agent can run for hours without issue.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x3n8ex/opencode_2026_is_out_if_you_need_to_constantly/pgfxx1b/"}, {"date": "2026-10-12", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "night two, no deaths — pi-durable is working really well. @pidotdev", "link": "https://twitter.com/1013601441020239872/status/2109493054201880719"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@henriquebastos @dpetrou @pidotdev im really hoping pi-durable make it for 2/3\ni was used pi, but having afk workflows and automations in cursor/devin was unfortunately much easier :(", "link": "https://twitter.com/2095992373113126913/status/2109315913983893585"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "that’s just what i need, thanks! \nin have built my perfect pi stack with everything i need, but it can’t run extremely long tasks due to context length. using this, i just get one hierarchy level on top, without much hassle.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwpau0/i_made_pidelegator_for_people_who_want_a_simpler/pdo30z0/"}]}}, "work.multi_agent_orchestration": {"praise": 84, "complaint": 61, "n": 145, "weighted": {"praise": 53.03, "complaint": 38.4}, "praiseShare": 57.9, "ci95": [49.8, 65.7], "regard": 0.4759, "regardCi95": [0.447, 0.504], "salience": 8.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "this /board skill has been working pretty well for me in @badlogicgames's @pidotdev to have multiple models (fable+astra+argon in my case) hash something out: [link]\n(tell your pi to remix it for your multi-agent setup of choice, ootb it's pi-side-agents.) [link] [link]", "link": "https://twitter.com/16054299/status/2111780399236219365"}, {"date": "2026-10-11", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "built on @pidotdev's pi durable, which is what lets one pi keep tabs on all the others. been super fun to dive into!", "link": "https://twitter.com/1698356232187269120/status/2109075500010217682"}, {"date": "2026-10-11", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@coltfeltes @pidotdev cool. are you writing about it?\nime pi makes it simple for me to have several narrow focused agents that can talk to each other instead of a big one that does it all. that has been my #1 problem with hermes.", "link": "https://twitter.com/14227855/status/2109300739684147627"}], "complaint": [{"date": "2026-09-30", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "the pi subagents extension is indeed bloated. it carries around 60 different parameters and its prompt is >20k", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wtx1tz/pi_is_becoming_bloated/pd3evti/"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4992, "regardCi95": [0.497, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 9, "complaint": 15, "n": 24, "weighted": {"praise": 5.56, "complaint": 8.1}, "praiseShare": 37.5, "ci95": [21.2, 57.3], "regard": 0.5175, "regardCi95": [0.498, 0.539], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "how are the agents going to go rogue? \nmy setup is pi agent that is using 6 different models running from a home server that is connected to 30 different hosts. it controls everything. i have rolling backups in case something happens.\nnot once in the past 6 months have any of the agents \"gone rogue\". this is also the amount of time i have had this setup.", "link": "https://www.reddit.com/r/AI_Agents/comments/1x4vrqe/my_agents_have_their_own_computer_own_email_own/pgh2bor/"}], "complaint": [{"date": "2026-09-20", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "everytime i see @pidotdev use an rm command, my heart skips a beat.", "link": "https://twitter.com/1455225093752115203/status/2101765365521121620"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i ran into a situation where the agent installed several pip packages globally, even though the work was happening inside a project with its own virtual environment.\ni ended up having a hard time figuring out what had been installed and deleting them manually.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wg0h5p/it_deleted_my_files/p9v5f5k/"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "more so that the safeguards on pi need to be manually setup and that anybody new doing this should keep that in mind and not get overly excited about a model being able to access your whole system.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wg0h5p/it_deleted_my_files/p9x40ki/"}]}}, "work.git_workflow": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.71, "complaint": 1.69}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.4993, "regardCi95": [0.494, 0.506], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "my current @pidotdev setup. not quite chiseled to perfection yet, but came a long way already. plannotator was a big recent upgrade. and pi-annotate is also very neat for ui work. pi-git to create commits with one keypress.\nwhat are some of your highlights? [link]", "link": "https://twitter.com/14059160/status/2106566236767457490"}], "complaint": [{"date": "2026-10-07", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i was working with deepseek v4.1 + pi. suddenly noticed that it has literally added the \"generated with claude code\" to one of the commits. lol:)", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x07oq3/wtf_deepseek_claiming_to_be_claude_code_in_commit/"}]}}, "work.computer_browser_use": {"praise": 5, "complaint": 6, "n": 11, "weighted": {"praise": 3.52, "complaint": 3.04}, "praiseShare": 45.5, "ci95": [21.3, 72.0], "regard": 0.5002, "regardCi95": [0.49, 0.51], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@kcosr @pidotdev i got my clankas to operate the desktop app via cdp and it works :d", "link": "https://twitter.com/183580487/status/2106150927401132114"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "jev and laya have been a considerable boost in my compaction, routing and computer use.\ni can't see how is not insane as an upgrade. i don't need to \"use\" it, it's integrated, prev with my own extensions and now built in", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wu22ag/pi_now_supports_jev/pd0vgf5/"}], "complaint": [{"date": "2026-09-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "currently working with it inside pi now, but i had a lot of issues of astra not being able to properly control my utm virtual machine. will try using the official codex app to see if it works better there but hopefully it will work well in both pi and the official chatgpt/codex app soon.", "link": "https://twitter.com/174263209/status/2097301443547971874"}]}}, "work.safety_refusals": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 0.77}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4989, "regardCi95": [0.497, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-04", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@openai @twitch @streamlabs @softvelum @meta @deepseek_ai @opencode agora decidi que voltaria pra depuração do android para tentar salvar este celular que ainda precisa durar longos anos, mas o kimi k3 provido pela @nvidia via nvidia nim, no harness pi da @pidotdev , passando pelo omniroute , está negando de executar uma tarefa simples.\n[+]", "link": "https://twitter.com/3192661917/status/2095671851263357234"}]}}, "work.permission_prompts": {"praise": 11, "complaint": 10, "n": 21, "weighted": {"praise": 5.62, "complaint": 6.95}, "praiseShare": 52.4, "ci95": [32.4, 71.7], "regard": 0.5182, "regardCi95": [0.502, 0.535], "salience": 1.2, "receipts": {"praise": [{"date": "2026-09-01", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "my pi never touch my code because i put in agents md file \"never modify code without asking user first (\"if it works, don't touch it\")\"\nim glad because pi will always ask permission before touching my code", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1w3lyr7/pi_is_overeager_and_cave_man_question/p749u9v/"}, {"date": "2026-09-06", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i've been using @chatgpt astra in @pidotdev. it's almost like having a plan mode. astra asks for confirmation before performing certain tasks (not all the time, unlike a native harness). it feels a lot like the \"approve for me\" mode in other harnesses, even though pi is left in its default \"yolo\" mode with no gatekeeping extensions installed. \nso far, it has been just the right amount of cautious. not bad.", "link": "https://twitter.com/715543/status/2096404380744380478"}, {"date": "2026-09-06", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i've been using @chatgpt astra in @pidotdev. astra asks for confirmation before performing certain tasks (not all the time, unlike a native harness). it feels a lot like the \"approve for me\" mode in other harnesses, even though pi is left in its default \"yolo\" mode with no gatekeeping extensions installed. \nso far, it has been just the right amount of cautious. not bad.", "link": "https://twitter.com/715543/status/2096404483764859094"}], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i am running ornith1.5-9b and i am scared that it could do something stupid to my pc, so i installed pi-permission system and let claude create me a file with all tools and allow/ask/deny settings.\nthe thing is that this extension isn't perfect (allow always doesn't work) and that i have to allow some command i don't even know about every 10seconds.\ndo you guys give full permissions, do you only block extremely dangerous stuff?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wvxvio/do_you_give_all_permissions_to_your_agent/"}]}}, "work.plan_mode": {"praise": 5, "complaint": 9, "n": 14, "weighted": {"praise": 3.12, "complaint": 5.0}, "praiseShare": 35.7, "ci95": [16.3, 61.2], "regard": 0.4909, "regardCi95": [0.48, 0.502], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-08-31", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "pi should cause it but it also doesn't block it. \nthere's no plan or readonly mode, and small models or long sessions definitely tend to struggle with just instructing it to stay readonly", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1w3lyr7/pi_is_overeager_and_cave_man_question/p710odh/"}, {"date": "2026-09-26", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@warmwaffles @pidotdev nah it put me off using pi. got frustrated telling it to not make any changes and the llm ignoring me anyway \ni like plan mode", "link": "https://twitter.com/1361615777300762629/status/2103732628465787207"}]}}, "work.response_verbosity": {"praise": 4, "complaint": 3, "n": 7, "weighted": {"praise": 2.27, "complaint": 2.05}, "praiseShare": 57.1, "ci95": [25.0, 84.2], "regard": 0.5077, "regardCi95": [0.497, 0.52], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i was trying @pidotdev and i was surprised to see how concise and to the points the answers were. so i copy pasted the agents.md file and using it as skill in every other places lol [link]", "link": "https://twitter.com/1846642738604756993/status/2106553692703109359"}, {"date": "2026-09-02", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "kinda loving using @pidotdev \ni reply \"works\" it responds \"nice\"\nno thesis statement or gigantic 5,000tk responses. just \"nice\" or \"sweet\", similar.", "link": "https://twitter.com/1916104214398267392/status/2095266005157294364"}], "complaint": [{"date": "2026-09-20", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@nnennahacks yeh i use it in my @pidotdev setup\nsome of the models just talk too damn much lol", "link": "https://twitter.com/1377012764464517130/status/2101695233679380693"}, {"date": "2026-10-05", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "started using @pidotdev recently\nand not sure why getting to face such peculiarities with its responses \n(showing this reviewed by section, talking in such vague/assumptive language, etc.)\ni use opencode, codex, t3code\nhaven't had this kind of experience with any of them\nweird [link]", "link": "https://twitter.com/835557109592829952/status/2106921446991868038"}]}}, "work.sycophancy_pushback": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.42, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5016, "regardCi95": [0.497, 0.508], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.5, "complaint": 0.35}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5164, "regardCi95": [0.499, 0.555], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-04", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "the useful line is in the log, not the prompt.\nv7 already retired pi+grok for slower runs and fabricated verification.\nswitching because of weekly limits doesn’t fix that.\nlock the harness contract first:\nwhat “done” means, how you verify, what you do when the model lies.\nthen change the model.", "link": "https://twitter.com/1801539591427543040/status/2095871036294119875"}]}}, "verify.self_testing": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.02, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.502, "regardCi95": [0.5, 0.505], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "verify.agent_code_review": {"praise": 10, "complaint": 1, "n": 11, "weighted": {"praise": 5.76, "complaint": 0.71}, "praiseShare": 90.9, "ci95": [62.3, 98.4], "regard": 0.505, "regardCi95": [0.495, 0.513], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-22", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "switched my code-review flow from using lang-graph to using pi through the sdk. using astra from my codex sub. \n \nworked like a charm, and the review quality is even better.\nhow do i add pi extensions into here? i would like to add subagents/goal functionality", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wm2g7w/piagentpythonsdk_use_your_installed_pi_coding/pbbv0b3/"}, {"date": "2026-10-04", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "codex never caught these errors, but @pidotdev has! part of my workflow has always been to conduct a review with a team of agents, but it turns out there were configuration errors or things like that that codex/claude code never found. i had @pidotdev with @deepseek_ai flash v4.1 review the prs and it has found things in each pr that neither of the two did before. if you want to learn how to do it, i shared it in this video: [link]", "link": "https://twitter.com/87080996/status/2106856314374623730"}], "complaint": []}}, "verify.change_review_ui": {"praise": 1, "complaint": 4, "n": 5, "weighted": {"praise": 0.59, "complaint": 2.61}, "praiseShare": 20.0, "ci95": [3.6, 62.4], "regard": 0.4961, "regardCi95": [0.49, 0.502], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "ui.display_settings": {"praise": 63, "complaint": 79, "n": 142, "weighted": {"praise": 38.7, "complaint": 46.91}, "praiseShare": 44.4, "ci95": [36.4, 52.6], "regard": 0.5368, "regardCi95": [0.508, 0.564], "salience": 7.9, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i think he means leveraging a multiplexer to create different panels that you can then resize, put on a tab, etc. that would be a rather fancy enhancement but i very much enjoy the current implementation, it's a great idea.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x6mwd9/split_thoughtstools_usageresponses_in_separate/ph1sr7a/"}, {"date": "2026-10-16", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i'm impressed with @pidotdev \nit's the second terminal-based harness i see implementing good accessibility for screen readers.\ni've tried @opencode and the accessibility is bad unfortunately. i used the web version, it works well.\n@thdxr please improve the tui accessibility.", "link": "https://twitter.com/1988730539722043392/status/2111135168748511362"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i can take a look at that too. thank you for that! \nyeah i like customizing it to what is important to me. i feel like it makes my experience better each day", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x4br7x/new_pi_user_reflections_questions/pfj2d5n/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "seriously? how? teach me please. i tried to copy the text, but the text that can be selected is very little, so it's not possible to copy text longer than the one shown on the screen.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x76qul/is_it_possible_to_make_pi_coding_agent_copy_and/ph1p3a5/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "no sure when it broke, but cutting and pasting text seems to be almost impossible in pi 1.1.0. istr reading that this may be related to a \"full screen tui\" setting, but i can't find such a setting anywhere.\nanyone know how i can get this functionality back?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x3ajxg/how_to_restore_cut_and_paste/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "nope, there's no way to change it. one of the devs has this totally moronic stance against it because of some stupid osx interaction.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x0jca6/your_thoughts_on_xdg/pel4gub/"}]}}, "ui.session_history": {"praise": 31, "complaint": 10, "n": 41, "weighted": {"praise": 16.06, "complaint": 6.25}, "praiseShare": 75.6, "ci95": [60.7, 86.2], "regard": 0.5595, "regardCi95": [0.538, 0.582], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "right now having my accidentally removed directory-structure and files reconstructed from @pidotdev -session-log-files (backup) .", "link": "https://twitter.com/1482352150105792518/status/2106813329796657397"}, {"date": "2026-09-23", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "i can't believe no major harness has adopted `/tree` from @pidotdev. some have forks, but man i miss `/tree` so much in codex and @chatgpt.\ni wish each message had a \"rollback\" button, which would summarize the tail of the chat up to the selected message.", "link": "https://twitter.com/15790969/status/2102812042272874506"}, {"date": "2026-09-17", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "aye, same as `/tree`. i use that a lot, but i never bothered with the summary. now i get what the summary is for, cool thanks!\nwith that and your extension my productivity should go up, cheers!", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wii812/aljaffee_simple_cachepreserving_foldin_compaction/pafyuq8/"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "increasingly convinced linear chat is the wrong format for complex work with agents. a branched model, like what google wave attempted, could fit much better. @pidotdev has some of this with /tree, but branches don't share context, so you end up shuttling it around manually.\nanyone building this?", "link": "https://twitter.com/23926914/status/2108064431024255315"}, {"date": "2026-09-22", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev i love pi, but it's the tui that is mostly frustrating for me now. having to manually track and restart sessions after a reboot is tedious (herdr isn't reliable enough). inline annotations like plannotator. better way to organise/persist sessions (codex does this well).", "link": "https://twitter.com/16863377/status/2102524016523419871"}]}}, "ui.interrupt_steer": {"praise": 2, "complaint": 3, "n": 5, "weighted": {"praise": 1.13, "complaint": 1.72}, "praiseShare": 40.0, "ci95": [11.8, 76.9], "regard": 0.4995, "regardCi95": [0.493, 0.506], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "omg continuing mid thought is a huge thing! every time i abort to fix some misconseption in the thinking it just forgets the thinking, i built a short extension to keep it but it doesn't work perfectly lol", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdmcx6q/"}, {"date": "2026-09-23", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pidotdev steering is broken. multiple messages are sent one by one - they should be sent as one body. option+up aborts the agent, it should only bring the queued steering text back into editor. only esc should abort, and when text is queued, it should only interrupt the model and auto-submit the text.", "link": "https://twitter.com/15266830/status/2102579401221099934"}]}}, "surfaces.remote_mobile": {"praise": 12, "complaint": 4, "n": 16, "weighted": {"praise": 8.22, "complaint": 2.05}, "praiseShare": 75.0, "ci95": [50.5, 89.8], "regard": 0.5118, "regardCi95": [0.5, 0.523], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "you don't need @tailscale and tmux to control pi @pidotdev from your phone\n- start pi on your mac\n- run /pi-remote\n- scan the qr code\n- done\nhere's me using it to build a video upload and review feature, all from my phone. [link] [link]", "link": "https://twitter.com/2104509259476295681/status/2110347109702705239"}, {"date": "2026-10-09", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "outages in [address], all my devices has no power but i can have fun with and continue dev work without any electricity with [link] on @exedev 👌smoothly from the phone! @pidotdev durable 😍 [link]", "link": "https://twitter.com/1470287940/status/2108526116533309828"}, {"date": "2026-10-02", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "sorry, i lied. from my phone i still like using @pidotdev on @termux over @tailscale to my 3 home computers. ssh that ish 💯 [link] [link]", "link": "https://twitter.com/33625873/status/2106026134362296363"}], "complaint": []}}, "surfaces.cloud_sessions": {"praise": 7, "complaint": 4, "n": 11, "weighted": {"praise": 4.44, "complaint": 2.5}, "praiseShare": 63.6, "ci95": [35.4, 84.8], "regard": 0.503, "regardCi95": [0.493, 0.513], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@mattzcarey @badlogicgames @pidotdev pi durable on durable objects means my abandoned side projects can now outlive the machine i forget them on", "link": "https://twitter.com/1446058878656032768/status/2106090623820529957"}, {"date": "2026-09-18", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "my ai agent coding is now entirely within the browser\nheading towards the figma paradigm for cloud coding: multiplayer vms as webapps, shareable by url without downloading anything\non @amikadev i run @pidotdev in the excellent pi web server, and also have a web zsh terminal [link]", "link": "https://twitter.com/7008772/status/2101012672238006636"}], "complaint": []}}, "rel.service_errors": {"praise": 2, "complaint": 15, "n": 17, "weighted": {"praise": 0.77, "complaint": 8.4}, "praiseShare": 11.8, "ci95": [3.3, 34.3], "regard": 0.5029, "regardCi95": [0.486, 0.522], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev dealling much better with openai capacity than codex, codex dont bother auto retry but pi does! [link]", "link": "https://twitter.com/455899040/status/2098136727185694940"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "{\"detail\":\"unable to verify daybreak blue access. please try again.\"}\nwhats goin on\n503 error in pi w openai models\n@openaidevs\n@openai\n@pidotdev", "link": "https://twitter.com/799748425549955072/status/2107406242868322696"}, {"date": "2026-10-06", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "{\"detail\":\"unable to verify daybreak blue access. please try again.\"}\nwhats goin on\n503 error in pi w openai models\ngpt-5.5 returns 200 with the same token, while gpt-6.1-sol / gpt-6-sol / gpt-5.1-codex all hit a 503\n@openaidevs\n@openai\n@pidotdev", "link": "https://twitter.com/799748425549955072/status/2107406507604324562"}]}}, "rel.response_speed": {"praise": 50, "complaint": 36, "n": 86, "weighted": {"praise": 33.68, "complaint": 21.31}, "praiseShare": 58.1, "ci95": [47.6, 68.0], "regard": 0.5898, "regardCi95": [0.558, 0.619], "salience": 4.8, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "very noticeably smoother and faster, i've ditched every other harness for this except claude code for their own models lol", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x38p5g/now_on_windows_pibolt_083_the_pi_coding_agent/pf8rm5b/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "is the performance of pi really a problem? maybe my mac studio is beefy, but i’ve literally never thought “man i wish pi was faster”. even on my pos work laptop. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x38p5g/now_on_windows_pibolt_083_the_pi_coding_agent/pf9x3xk/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "wow i am surprised at how fast this is, feels so much smoother", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x38p5g/now_on_windows_pibolt_083_the_pi_coding_agent/pf9yfhv/"}], "complaint": [{"date": "2026-10-05", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "writing a 200 kb file through a tool call takes 44.3s on an m5? where are those 44.299s coming from?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wy4oxd/introducing_pibolt_the_same_pi_you_love_35_faster/pdzp6yj/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i like pi but it's so stinking slow. i open opencode and it's ready. i type \"pi\" and.... it thinks. for like, 15-45 seconds. if it's so lightweight why is it so slow?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wydpe0/now_that_everyone_is_making_harness_tierlists/pe3rora/"}, {"date": "2026-09-26", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@pigcodingagent @pidotdev holy ! ty for this, i've been wishing pi would be available in rust or something other than js, the startup time can be annoying sometime", "link": "https://twitter.com/1318274063199064064/status/2103905472277557442"}]}}, "rel.client_failures": {"praise": 16, "complaint": 59, "n": 75, "weighted": {"praise": 9.67, "complaint": 36.45}, "praiseShare": 21.3, "ci95": [13.6, 31.9], "regard": 0.587, "regardCi95": [0.532, 0.641], "salience": 4.2, "receipts": {"praise": [{"date": "2026-09-14", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "in six months i've never had this with pi. the only time i had flicker problems it was an extension i was running.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wfvx2f/any_idea_how_to_resolve_for_this/p9q22uh/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i tried it recently on my personal machine and i liked how efficient it is on resources.\ni'm thinking of using it on work machine also, but wondering if there is any telemetry or not ?\nalso, minor ask but can you update the bun benchmarks in future releases to bun 1.4.3. it received some more performance improvements.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x38p5g/now_on_windows_pibolt_083_the_pi_coding_agent/pgugvd3/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "found a bug where you if you still have the pi-codex extension install pi-bolt fails to start and spawns pi processes indefinitely. i removed pi-codex since codex is native in pi now, but wanted to let you know in case you want to cover that scenario.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x29wp1/pibolt_073_the_same_pi_compiled_to_native_code_38/pf920l2/"}]}}, "rel.update_breakage": {"praise": 5, "complaint": 28, "n": 33, "weighted": {"praise": 2.83, "complaint": 19.53}, "praiseShare": 15.2, "ci95": [6.7, 30.9], "regard": 0.502, "regardCi95": [0.477, 0.53], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i'm on 1.0.0 rn and haven't had any trouble with things breaking, but i haven't actually tried to leverage any new features", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdlv7j1/"}], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i do, very annoying. fixed it by pointing pi at a pi.log file where i copy/pasted the error.\nthe fix is similar to what is proposed in another closed issue plus a guard iirc.\nfeel free to open an issue upstream or you'll have to patch pi on every update.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwn9m8/pi_crash_when_press_esc_while_it_is_still_working/pdmhzis/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "i have a workflow which works. what i don't need is a sw which changes weekly, so i have to adapt my workflow constantly. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wvaw9r/pi_10_earendil/pdcwuob/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "this is my biggest issue. updates always break shit and then i have to keep adapting my workflow like you said. and i don’t care about any of that new jev, code mode, map, etc bloat they been adding, ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wvaw9r/pi_10_earendil/pdez3fv/"}]}}, "account.support": {"praise": 4, "complaint": 5, "n": 9, "weighted": {"praise": 2.62, "complaint": 3.76}, "praiseShare": 44.4, "ci95": [18.9, 73.3], "regard": 0.5191, "regardCi95": [0.499, 0.545], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-02", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "i'm the guy who created the #3 issue 🙈 thanks for working on that!", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wuty3r/i_made_a_pi_extension_that_improves_compaction/pdgkwct/"}, {"date": "2026-09-29", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@pidotdev @openai @earendil and it's fixed 💪 thanks for the quick update", "link": "https://twitter.com/1213201579668459520/status/2105011556207436102"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "it should be pr, but doing pr in official pi repo is so difficult, it auto closes and too much approvals required. discussing with maintainers ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x29wp1/pibolt_073_the_same_pi_compiled_to_native_code_38/pfifptq/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "sadly current pi repo will auto close issues because so many ai bots spamming them, and it make harder to reach them out for something like this ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wyel94/introducing_pibolt_the_same_pi_you_all_with_35/pe5l2f4/"}, {"date": "2026-10-02", "source": "X", "community": "@pidotdev", "polarity": "complaint", "text": "@badlogicgames @pidotdev when i report bugs, you auto-close it, so what's the point?", "link": "https://twitter.com/25336778/status/2106075751027970537"}]}}, "account.billing_errors": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "account.bans_restrictions": {"praise": 5, "complaint": 18, "n": 23, "weighted": {"praise": 3.82, "complaint": 10.25}, "praiseShare": 21.7, "ci95": [9.7, 41.9], "regard": 0.5404, "regardCi95": [0.501, 0.585], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-24", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "it's against the rules, but enforced unevenly. pi is explicitly blocked but omp seems to be working.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wowc3e/do_you_guys_use_claude_auth_inside_piomp/pbuei2k/"}]}}, "account.data_privacy": {"praise": 6, "complaint": 3, "n": 9, "weighted": {"praise": 4.53, "complaint": 2.39}, "praiseShare": 66.7, "ci95": [35.4, 87.9], "regard": 0.5271, "regardCi95": [0.505, 0.551], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@mavam @pidotdev @badlogicgames @mitsuhiko i made this for me and my spouse utilizing fully pi durable and google pixel features. it is incredible powerful how much stuff you can make for yourself without locking to some cloud providers giving away your data. [link]", "link": "https://twitter.com/2101610075894771712/status/2108866244199747898"}, {"date": "2026-10-10", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "oss pi ios wrapper. best harness on your iphone.\ni can’t stop using it. it’s coding for me, wrote an extension for homeassistant, etc\nappstore coming once apple approves.\nmit, collects no data, go make it yours!\n[link]\n@badlogicgames @pidotdev @earendilworks", "link": "https://twitter.com/47647890/status/2108901696055427407"}, {"date": "2026-09-29", "source": "X", "community": "@pidotdev", "polarity": "praise", "text": "@mrkaran_ @pidotdev pointing it at an internal gateway is the good part. your diffs stay on your own infra.", "link": "https://twitter.com/14187476/status/2104979202374291588"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "it is currently funneling your search queries to a 3rd party. i made a post on this. the maintainer has still not responded to my pr to stop.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wydpe0/now_that_everyone_is_making_harness_tierlists/pelmsuq/"}]}}}, "requests": {"authorWeeks": 593, "themes": [{"theme": "Claude subscription usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 24, "posts": 24, "examples": [{"agent": "pi", "date": "2026-10-08", "source": "X", "community": "@pidotdev", "text": "@claudedevs when can i use my claude subscription in @pidotdev now", "link": "https://twitter.com/1092126148434190336/status/2107994037596873172"}, {"agent": "pi", "date": "2026-10-05", "source": "Reddit", "community": "r/PiCodingAgent", "text": "i too got frustrated with openai and canceled. but claude won’t get my money unless they allow 3rd party harnesses. so i went with chinese models. and they are working great for the tools that i build.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wykxe7/claude_sub_with_pi/pe3m3f7/"}, {"agent": "pi", "date": "2026-10-05", "source": "X", "community": "@pidotdev", "text": "come on, @anthropicai let me use my claudes in @pidotdev again, new openai models are so flakey", "link": "https://twitter.com/1416500532/status/2107214397924098059"}]}, {"theme": "MCP as optional plugin, not core", "criterion": "setup.extensions_mcp", "authorWeeks": 14, "posts": 15, "examples": [{"agent": "pi", "date": "2026-10-06", "source": "Reddit", "community": "r/PiCodingAgent", "text": "sadly now its adding mcp natively (not even disabled by default and with codemode that who knows which model is pre trained to use that) who knows what will be added tomorrow", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wydpe0/now_that_everyone_is_making_harness_tierlists/pe4zxlw/"}, {"agent": "pi", "date": "2026-10-04", "source": "Reddit", "community": "r/PiCodingAgent", "text": "whatever. just fork old version without mcp. and do everything with plugins.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wvaw9r/pi_10_earendil/pdsflwn/"}, {"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "thank you. that really helps. i guess i can see how chaining mcps might be useful but still seems like this, at best, should have been a plugin rather than a built in feature. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wtxc1d/what_does_everyone_think_about_codemode/pdk5c65/"}]}, {"theme": "Built-in first-class subagent orchestration", "criterion": "work.multi_agent_orchestration", "authorWeeks": 12, "posts": 15, "examples": [{"agent": "pi", "date": "2026-10-10", "source": "Reddit", "community": "r/PiCodingAgent", "text": "its one of the best arguments for features moving into the core. still want to be able to toggle things on or off, but one subagent api would allow deeper integration without reimplementing features", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzgr8b/pioptchat_never_compact_again_endless_chat_as_a/pf4jdqp/"}, {"agent": "pi", "date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "text": "yeah. although support for basic stuff such as sub-agent orchestration, plugins, auto-mode which come built-in in most other harnesses should come first.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x0jnrx/is_there_a_prepackaged_pi_distribution_like/pel783r/"}, {"agent": "pi", "date": "2026-10-02", "source": "Reddit", "community": "r/PiCodingAgent", "text": "controversial but if they added native subagents (or a first party extension) - it’d be complete out of the box for most enterprises ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wvaw9r/pi_10_earendil/pdbpal0/"}]}, {"theme": "Subscriptions usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "pi", "date": "2026-10-14", "source": "Reddit", "community": "r/PiCodingAgent", "text": "gemini 4 is out. a lot of people like it. any chance we can use a plan with pi? or are we being forced to use antigravity?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x5vm0p/argon/"}, {"agent": "pi", "date": "2026-10-13", "source": "X", "community": "@pidotdev", "text": "every single ai provider needs to support @pidotdev and other open source option of a harness. it's ide wars all over again and we can't afford to be locked into another xcode or visual studio, people!", "link": "https://twitter.com/294128521/status/2110039781178482956"}, {"agent": "pi", "date": "2026-10-01", "source": "X", "community": "@pidotdev", "text": "since moving my codex sessions to @pidotdev i'm noticing my quota is moving a lot slower than before and i'm getting just as much quality work done. thanks i guess to pi and @openai for letting us use my sub in non-official harnesses. (want to do this next, @anthropicai?)", "link": "https://twitter.com/802967252/status/2105624400451993783"}]}, {"theme": "Minimal core with features as optional extensions", "criterion": "setup.extensions_mcp", "authorWeeks": 10, "posts": 11, "examples": [{"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "i don't use mcps so the new changes didn't impact me in this area. however, i hope that non-core features are toggleable (even if through command line flags) so we can disable what we don't need. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdm71g8/"}, {"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "why? add it youselft, there are plenty of them :) let pi be minimalistic", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdlnuol/"}, {"agent": "pi", "date": "2026-10-01", "source": "Reddit", "community": "r/PiCodingAgent", "text": "ah then that's an issue, honestly all these should have been left out as a part of extensions i think ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wtx1tz/pi_is_becoming_bloated/pd6meyh/"}]}, {"theme": "Dedicated desktop app", "criterion": "setup.install_signin", "authorWeeks": 10, "posts": 10, "examples": [{"agent": "pi", "date": "2026-10-01", "source": "X", "community": "@pidotdev", "text": "@pidotdev when will the desktop version be released? i want the desktop version.", "link": "https://twitter.com/1651427161470046209/status/2105792421569429975"}, {"agent": "pi", "date": "2026-09-27", "source": "X", "community": "@pidotdev", "text": "genuinely believe a solid desktop app will unlock a crazy amount of new users on to @pidotdev, and excited that pi-gui can play a part in that.\nit has to be a desktop app focused on pi though, because pi has unique features like /tree and extensions that have to be showcased.", "link": "https://twitter.com/1689423238173007873/status/2104240272628404326"}]}, {"theme": "Configurable multi-model agent teams with roles", "criterion": "work.multi_agent_orchestration", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "pi", "date": "2026-09-25", "source": "Reddit", "community": "r/PiCodingAgent", "text": "use it once and given up. it can not work like build up an agent teams and let different session collobration together.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wogo23/has_anyone_tried_piintercom/pbxuqz1/"}, {"agent": "pi", "date": "2026-09-22", "source": "X", "community": "@pidotdev", "text": "@pidotdev @indydevdan composable ai developer workflows with custom pi agents.\nmaybe some \"primitive\" agents that can be built into pi agent teams, particularly for sdlc workflows", "link": "https://twitter.com/2758152969/status/2102415098987888922"}, {"agent": "pi", "date": "2026-09-14", "source": "Reddit", "community": "r/PiCodingAgent", "text": "i'm not convinced that subagents have much value, and quite possibly they cause harm.\n[link]\nwhat i do want better tools for is specific jobs. eg. always running a simplify loop at the end of task, but doing it with a different model or different thinking level.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wfvpzk/i_stopped_treating_subagents_as_disposable/p9q2jwa/"}]}, {"theme": "General MCP server support", "criterion": "setup.extensions_mcp", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "pi", "date": "2026-10-11", "source": "X", "community": "@pidotdev", "text": "@harshil1712 @pidotdev @cloudflaredev yeah that was a question i had, is it possible to connect a mcp to the pi durable harness?", "link": "https://twitter.com/801745723947675648/status/2109318560036126966"}, {"agent": "pi", "date": "2026-09-30", "source": "Reddit", "community": "r/PiCodingAgent", "text": "with mcp current state and adaptation by everyone it makes sense to have it as default in pi.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wtx1tz/pi_is_becoming_bloated/pcyjrix/"}, {"agent": "pi", "date": "2026-09-30", "source": "Reddit", "community": "r/PiCodingAgent", "text": "do you pi just because you wanna be niche? mcp is a protocol that should be standardized and having different extensions for it is in my opinion not needed. it has generally important usecases combined with codemode and the models training are going in that trend, so not having it by default will make pi less optimal by default.\nand even then, you can disable it if you want.\nminimalism just for the sake of it is not the way to go.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wtx1tz/pi_is_becoming_bloated/pcywvd7/"}]}, {"theme": "Subagent activity visibility", "criterion": "work.multi_agent_orchestration", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "pi", "date": "2026-09-25", "source": "X", "community": "@pidotdev", "text": "@pidotdev also - `pi -p` opens a background subagent. any chance of a foreground subagent? i want a window that opens up on top of my existing pi window, and when i finish it closes itself, drops me back to the previous window with a summary or whatever. call stack :)", "link": "https://twitter.com/1678448492690419712/status/2103526499588690092"}, {"agent": "pi", "date": "2026-10-04", "source": "X", "community": "@pidotdev", "text": "@championswimmer @pidotdev the subagent status ui is spot on. the pitfalls i've encountered: forking with inherited biases, and if it goes off track, i have to go back and check who infected it; fresh 0-context also leads to repetitive work. so just showing who is running is not enough; it's best to label the context source and budget, making it easy to distinguish which are inherited and which are blank.", "link": "https://twitter.com/1692146406914760704/status/2106871968633135126"}, {"agent": "pi", "date": "2026-09-18", "source": "Reddit", "community": "r/PiCodingAgent", "text": "seeing the subagent breakdown would be something i'd use. raw token count tells me who was expensive, but i also want to know whether that subagent completed its job or just wandered around for 20 calls. that’s something i look at through braintrust when searching through agent traces, and having a local pi view of it would also be useful.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wj4flu/i_built_pi_session_inspector_to_see_where_my/pakqbs5/"}]}, {"theme": "Configurable keyboard shortcuts", "criterion": "ui.display_settings", "authorWeeks": 5, "posts": 6, "examples": [{"agent": "pi", "date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "text": "can we have a key stoke to quickly scroll back to the beginning of latest pi reply?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x0ofwy/github_vimmodepi_vim_modal_editor_for_pis_tui/pemos6v/"}, {"agent": "pi", "date": "2026-09-24", "source": "Reddit", "community": "r/PiCodingAgent", "text": "can you avoid shortcuts with alt - i am a mac user, and alt doesn’t work :(", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wp0net/pi_atelier_update_redesigned_composer_git_status/pbt3p05/"}, {"agent": "pi", "date": "2026-09-13", "source": "X", "community": "@pidotdev", "text": "@tianyi_gc @pidotdev - **add a markdown formatting ribbon:** offer an extended formatting toolbar that users can enable in settings.\n- **add a configurable global shortcut:** let users set a shortcut, such as ⌃space, to bring cydonia into focus.", "link": "https://twitter.com/1726013725654556672/status/2099174189991157876"}]}, {"theme": "Multi-provider model support", "criterion": "models.catalog_access", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "pi", "date": "2026-09-29", "source": "X", "community": "@pidotdev", "text": "this is also cool, but you know what is even cooler? allowing enterprise teams to run @pidotdev against whatever model they like with no dumb vendor limitations. [link]", "link": "https://twitter.com/303129822/status/2105040588110483882"}, {"agent": "pi", "date": "2026-09-24", "source": "Reddit", "community": "r/PiCodingAgent", "text": "this looks really useful, also for getting better at prompting and planning as a human :) yes pi support would be great, i use multiple harnesses on the same project", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wp7uqr/would_you_guys_find_this_tool_useful/pbt2y1e/"}, {"agent": "pi", "date": "2026-09-23", "source": "Reddit", "community": "r/PiCodingAgent", "text": "make it work with von too. and automate calibration to you pi sessions.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wnl7da/pi_can_now_use_jev_and_more/pbiylzx/"}]}, {"theme": "Rewind session to checkpoint with code revert", "criterion": "ui.session_history", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "pi", "date": "2026-09-26", "source": "X", "community": "@pidotdev", "text": "@pidotdev @pidotdev the ability to undo your code changes / updates when you move back with the /timeline feature pls 😃", "link": "https://twitter.com/1579853783290580993/status/2103793570155237673"}, {"agent": "pi", "date": "2026-09-23", "source": "X", "community": "@pidotdev", "text": "i can't believe no major harness has adopted `/tree` from @pidotdev. some have forks, but man i miss `/tree` so much in codex and @chatgpt.\ni wish each message had a \"rollback\" button, which would summarize the tail of the chat up to the selected message.", "link": "https://twitter.com/15790969/status/2102812042272874506"}, {"agent": "pi", "date": "2026-09-09", "source": "X", "community": "@pidotdev", "text": "@pidotdev can you pls add easy way to restore checkpoint feature to go back in conversation and restart", "link": "https://twitter.com/2086150037726539776/status/2097709557414072689"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 168, "negative": 74, "positiveShare": 69.4, "ci95": [63.4, 74.9]}, {"week": "2026-09-07", 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82.21}, "praiseShare": 41.4, "ci95": [35.2, 48.0], "regard": 0.5867, "regardCi95": [0.554, 0.618], "salience": 24.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "i must have done something stupid the first time i tried orbs a month ago. my orbs usage disappeared in 2 days. i've been using it for 2 days now and still have 98% left. loving @ampcode", "link": "https://twitter.com/568738762/status/2111518875489861993"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "when subscribing to @ampcode's $20 plan, i was afraid usage bar anxiety wouldn't let me do my orbin' calmly. three days later, the feeling is i don't do enough orbin'.\nand i'm not cringing anymore at calling it orbin'. it's just what it is.", "link": "https://twitter.com/1973351797482786816/status/2110878563763413259"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "not being able to use our @openai or @claudeai subscriptions is @cursor_ai is the biggest blocker for me\nlike no way am i going to spend $4,000 usd on api credits through cursor when i can use my subscription in @ampcode for $300/mo\npls @poteto work your magic", "link": "https://twitter.com/1788108425400123392/status/2109845059835412587"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "a screenshot of progress.\nfinally maxing out my @ampcode megawatt subscription. incredible out of the box limits, really [link]", "link": "https://twitter.com/2000470921329709056/status/2109547663591174386"}, {"date": "2026-10-11", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@m4kamran008 @ampcode @claudeai you can now use claude subs with amp. and codex was already there. so codex and claude both with amp. amazing, no?", "link": "https://twitter.com/1449498000/status/2109391689270108436"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "amp gives me a new coding experience, but why does it still incur costs when i use my own subscription and runner? @ampcode [link]", "link": "https://twitter.com/2293726776/status/2110193950162383317"}, {"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @sqs ampcode says i’ve hit my chatgpt limit, but i still have 54% left for the week. i’ve logged out and back in twice [link]", "link": "https://twitter.com/757968450291544065/status/2108774522140897470"}]}}, "setup": {"praise": 78, "complaint": 92, "n": 170, "weighted": {"praise": 50.26, "complaint": 58.62}, "praiseShare": 45.9, "ci95": [38.6, 53.4], "regard": 0.5255, "regardCi95": [0.495, 0.557], "salience": 18.6, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "puck don't f* around\nso simple to set up custom endpoints on @ampcode \nps. that \"secure mask dialog\" ui component 🤌🏻👏 [link]", "link": "https://twitter.com/3159431/status/2109806983113007120"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@maxmax @chatgpt @ampcode watching a dot just plug into amp and start working feels like magic that actually works. the simplicity is wild, no setup, no friction, just an always-on teammate impressed by how smooth it is.", "link": "https://twitter.com/1498556764391755776/status/2109811328558969222"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "having [link] added to codex (or any other mcp client) allows passing work to @ampcode to anywhere - super useful!\nthe feature is still marked experimental; some issues are possible. just tried it with codex - worked like a charm!", "link": "https://twitter.com/103563938/status/2109942267100451174"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "having [link] added to codex (or any other mcp client) allows passing work to @ampcode from anywhere - super useful!\nthe feature is still marked experimental; some issues are possible. just tried it with codex - worked like a charm!", "link": "https://twitter.com/103563938/status/2109943400426328465"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@owengretzinger @enoreyes @factoryai @ampcode all the way. constantly 3-6 months ahead of everyone else, and incredibly easier to setup (prompt away until the dust settles)", "link": "https://twitter.com/2000470921329709056/status/2110087517848346720"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode sign-in on the macos app isn't working... after completing authentication in the browser, the redirect back to the app fails. if i reopen the app manually, i am back at the sign-in phase.", "link": "https://twitter.com/2098621266370703360/status/2111608837409218572"}, {"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @sqs mac app suddenly logged me out and it fails to log-in. i authenticate within the browser, then i click the oauth link, it opens amp but it doesn't log-in. was working like an hour ago", "link": "https://twitter.com/1292843991197716483/status/2111662711549391069"}, {"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode i got logged out of the mac desktop app, and cannot log back in. webapp and ios works. can you help?", "link": "https://twitter.com/237219814/status/2111464414759022664"}, {"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode can't login to the desktop app, i do sign in, login with google, add verification code from email, it goes to open amp page but clicking it opens the app back at sign in page (after brief amp splash screen).", "link": "https://twitter.com/2090734054928687104/status/2111552671178220028"}, {"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode can't login to the desktop app, i do sign in, login with google, add verification code from email, it goes to open amp page but clicking it opens the app back at sign in page (after brief amp splash screen), tried both the new + old sign in pages.", "link": "https://twitter.com/2090734054928687104/status/2111553308389155303"}]}}, "models": {"praise": 39, "complaint": 38, "n": 77, "weighted": {"praise": 25.82, "complaint": 25.95}, "praiseShare": 50.6, "ci95": [39.7, 61.5], "regard": 0.5592, "regardCi95": [0.53, 0.585], "salience": 8.4, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "current @ampcode model usage :d \nopus 5.5 fucking slaps [link]", "link": "https://twitter.com/1705384263867379712/status/2109512145046270017"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "i love that @ampcode now supports claude! one request, @thorstenball and @sqs is there any chance that project-based connections is a thing coming soon? (work vs play ai subs based on project settings).", "link": "https://twitter.com/1405835361021042691/status/2109653765561504200"}, {"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "if i swear to codex native app for coding (most of our team does) why is @ampcode better? the astra model is so good to us.", "link": "https://twitter.com/8243222/status/2108848349302714711"}, {"date": "2026-10-04", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@admiretheweb @ampcode i can’t compare but i mostly use openai models so it works really well with that.", "link": "https://twitter.com/9430332/status/2106742596131545597"}, {"date": "2026-09-27", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "it's incredible how you can just run @ampcode in a medium gpt mode and then, if you need a little more \"juju\", can pull in any other model to help out.. [link]", "link": "https://twitter.com/5408192/status/2104110093218316753"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode any chance we might get an option to tune a model’s thinking level? i am bummed that in raw model mode i can’t use sonnet medium. :/ unless y’all have just found it’s not worth the complexity or something?", "link": "https://twitter.com/19434237/status/2111659214892659019"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "seems like when one orb wants to spin up a claude code orb in @ampcode \nit doesn't get to pick the claude code model? i tried getting it to spin up opus 5.5 cc orbs but always get sonnet 5.5 cc orbs\nsomething there gentlemen?", "link": "https://twitter.com/89691524/status/2109449297846751664"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@justine_chang39 @ampcode the model picker getting ignored by sub-agents is so annoying. does the orb config actually pass the model flag through?", "link": "https://twitter.com/1643908924817670145/status/2109762293127094639"}, {"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "gpt 6.1 sol, switched the dial today.\nnot having good results, so far feels like dumber than 5.6 sol. more of like it don't want to work. but also noticed it needs clear plan.\nmaybe not optimized in @ampcode yet.", "link": "https://twitter.com/1089515309122367489/status/2105644952919462053"}, {"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@raor_00 @fprzdev @ampcode currently, they have chatgpt and grok. in my case, i connected grok and it is using that.\ni would like it to have a connection with claude, but it is still not possible even close.", "link": "https://twitter.com/42812549/status/2105692804550660481"}]}}, "context": {"praise": 21, "complaint": 19, "n": 40, "weighted": {"praise": 10.54, "complaint": 11.84}, "praiseShare": 52.5, "ci95": [37.5, 67.1], "regard": 0.5115, "regardCi95": [0.495, 0.528], "salience": 4.4, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@voip_guru @mattpocockuk yeah, auto compaction on @ampcode feels solved for me. i don’t think about it anymore.", "link": "https://twitter.com/19506770/status/2108591171832537454"}, {"date": "2026-09-24", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@kentcdodds @bot come to think of it, all the agentic tools i use the most, @ampcode @bot and some hermes, all of them abstract compaction away, and i have continuous sessions with all 3, and no dumb zones", "link": "https://twitter.com/33135576/status/2103020461017977219"}, {"date": "2026-09-17", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "my absolutely favorite new @ampcode feature: recaps! \namp gives you a summary of what happened in the thread if you have been away for a while. \nplease more features that help me make sense of these dozens and dozens of agents! [link]", "link": "https://twitter.com/631332723/status/2100484614838263984"}, {"date": "2026-09-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@dringrayson @ampcode yep, but ive been thru like 4 autocompactions now in a single thread with no noticeable degradation in quality", "link": "https://twitter.com/1118175955/status/2099016305311625297"}, {"date": "2026-09-09", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "omg @ampcode just added recaps and i’m fucking loving it!\nyou can now jump back into multiple orb threads and quickly get the context you need without rereading everything.\nenable it under settings → advanced → experimental features → recap [link]", "link": "https://twitter.com/1705384263867379712/status/2097773975556534645"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@nicolaygerold @ampcode i think 6.1 sol is treating the browser use skill as his almighty god and i cannot do anything to make him not follow it 🤣", "link": "https://twitter.com/1705384263867379712/status/2111427919348482489"}, {"date": "2026-10-02", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@thorstenball @ampcode and to be clear, it isn’t so much a question of durability or being afraid i’ll lose it entirely. it’s more a question of durability in effectiveness in a single thread without having to be explicitly reminded to follow a specific playbook every few hours.", "link": "https://twitter.com/7566122/status/2106000114821247188"}, {"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@thorstenball is there a way to keep some aspect of the context from compacting? i keep having issues where after long enough time, my orchestrator stops remembering the opening rules/playbook i give it and @ampcode starts to play fast and loose with me preferred processes.", "link": "https://twitter.com/7566122/status/2105804263280840763"}, {"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@dringrayson @ampcode how are you running it on large codebases then? mine kept losing context halfway through long tasks.", "link": "https://twitter.com/1657072130742206464/status/2099599681273688159"}, {"date": "2026-09-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@dringrayson @ampcode ran it on a big monorepo and the agent kept losing context halfway through. does it hold up at scale?", "link": "https://twitter.com/1657072130742206464/status/2099068295710118069"}]}}, "work": {"praise": 187, "complaint": 51, "n": 238, "weighted": {"praise": 118.42, "complaint": 31.14}, "praiseShare": 78.6, "ci95": [72.9, 83.3], "regard": 0.6205, "regardCi95": [0.594, 0.646], "salience": 26.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@marccampbell the intergration @ampcode added recently is amazing. it watches for ci and reviews and automatically takes actions to get move the pr to a ready state.", "link": "https://twitter.com/5444392/status/2111641515269501385"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode blew my mind a little by _nesting_ a thread.\nagent did a series of tasks then asked how to continue. i typed \"we'll start with #80 but in a new orb to pick up the merged changes\".\n\"i'll start a new orb thread…\" then gave it relevant details from the old one. [link]", "link": "https://twitter.com/9632112/status/2110885232081768675"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "my fiancé and i always forgot how to assemble the balloon arch lol. so, i spun up an orb in @ampcode and it showed step by step config, the screws we need and where to go. \nneeded this for my sons 1st birthday party this saturday lol. [link]", "link": "https://twitter.com/238651245/status/2111088770154205521"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "told my dot to do something using my mcp\nmy mcp didn't expose that function\ntold my dot to tell puck that we don't have that function and what we need\ndot to puck\npuck builds feature\ndot has feature\nwhat in the world\n@puckofamp @ampcode", "link": "https://twitter.com/89691524/status/2111107636540391760"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@dnnskr91 @sqs @dennis_kortsch @ampcode yea, agreed with others here. i'm using a tiny orb to run some automation scripts. works great for that.", "link": "https://twitter.com/3185277885/status/2110803350212190610"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@adamwathan @ampcode i tried it and really wanted to like it (i gave it 5 minutes, etc) but it seemed way more cumbersome than working with git worktrees locally.", "link": "https://twitter.com/1264377739890561026/status/2108964241885864288"}, {"date": "2026-10-09", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "starting to believe this is @ampcode's doing ....? \ni don't get this behavior from openai models in any other coding harnesses.\neg: you paste in an error log and the model just responds with a vague possible causes rather than reading the source code and finding the bug. [link]", "link": "https://twitter.com/1437462200/status/2108434439240090051"}, {"date": "2026-10-02", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@jkudish @thorstenball @ampcode just feels weird that the general orchestration plan slowly fades over the course of several hours. suddenly realizing that it isn't even delegating to child threads at all starts to just do everything itself.", "link": "https://twitter.com/7566122/status/2105830588813087149"}, {"date": "2026-09-28", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @thesammykins @ampcode i also notice low mode doesn't soldier on, it starts stopping after a while and i need to continuously nudge it to carry on.", "link": "https://twitter.com/437728663/status/2104451506590429607"}]}}, "checking": {"praise": 19, "complaint": 15, "n": 34, "weighted": {"praise": 14.77, "complaint": 10.85}, "praiseShare": 55.9, "ci95": [39.5, 71.1], "regard": 0.5087, "regardCi95": [0.492, 0.527], "salience": 3.7, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "more bullish on @ampcode by the minute.\nit's supplying before/after screenshots, and inline interactive windows allowing you to check it's work right within the chat.\nhere i am testing out a change to a tui demo app inline. [link]", "link": "https://twitter.com/2016244386355433472/status/2109325036930900259"}, {"date": "2026-09-30", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@adamwathan @ampcode threads as the new pr is how my team already reviews agent work, amp's visibility beat private chat dumps for us", "link": "https://twitter.com/2055860494146170880/status/2105285491537092878"}, {"date": "2026-09-11", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "`amp sync` is yet another awesome addition from @ampcode - lets you (temporarily) sync changes from a thread to your machine and deletes them when you exit. great for review in your preferred diff tool.", "link": "https://twitter.com/1491081/status/2098282433674092676"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "quinn showed this at frontiers! his talk make me give it another shot. its crazy\nfunny enough i was trying to grok with how you gain the confidence in a push to main, and it really comes down to the little features in amp. such as the screenshots, or effectively built in demos. you're all crushing it", "link": "https://twitter.com/3339946989/status/2110804677457781028"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode actually one thing - i think currently extra cloned projects do not show up in the changes panel, that becomes an issue.", "link": "https://twitter.com/44927319/status/2108567641308975505"}, {"date": "2026-10-06", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @sarve___tanvesh @ampcode one thing i use the github pr review ui for is marking file diffs as viewed, which is not easily done in amp", "link": "https://twitter.com/101315185/status/2107302886866624662"}, {"date": "2026-09-29", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@adamwathan @ampcode a thread isn’t a pr if i have to scroll through the whole agent run just to find the code changes worth reviewing", "link": "https://twitter.com/1883915246084968455/status/2105010509091152053"}, {"date": "2026-09-25", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@badlogicgames i think this is something which is missing from all ai tools like @opencode desktop and @ampcode \ni want to review/read the code with lsp and code navigation. \nall of them just shows git diff only", "link": "https://twitter.com/1158785224299335680/status/2103409717959705080"}, {"date": "2026-09-25", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode the changes tab on very large repos gets weirdly out of sync showing like 80k+ changes or something.\nsometimes running git pull or other commands fix it, other times get worse. i think it needs some way to refresh on the ui.\ncould also be comparing wrong commit", "link": "https://twitter.com/1857935142670450688/status/2103610446720942394"}]}}, "interface": {"praise": 177, "complaint": 136, "n": 313, "weighted": {"praise": 121.5, "complaint": 88.08}, "praiseShare": 56.5, "ci95": [51.0, 61.9], "regard": 0.5949, "regardCi95": [0.566, 0.624], "salience": 34.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "i started using @ampcode on ios to trigger some small things on the go, or discuss some idea, and it’s such a wonderful experience i’d recommend anyone to try", "link": "https://twitter.com/16185220/status/2111887423152222671"}, {"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@d4m1n my guess is that i already do around 20% of my product building from my iphone, @ampcode is the killer iphone duo app, like evernote was for the first ipad", "link": "https://twitter.com/14405744/status/2111430017448058963"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode much much much cleaner look! kudos to who did this!🫡 [link]", "link": "https://twitter.com/838785842/status/2110910193341223264"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "shipping stuff from an ipad running orbs in @ampcode paired with @laravel cloud is just 🔥🔥🔥", "link": "https://twitter.com/1533751262042284033/status/2111174774919713002"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "finally got access to @ampcode today and started orbin’ and all i can say is 🔥\ni’ve already reached the point where i’m orbin’ from my phone whenever i have to step away from my laptop 😅", "link": "https://twitter.com/849731501969297408/status/2111226044959371549"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @thorstenball my amp wish list for christmas this year: linux desktop client and android native client.\ni'm not made for that pwa life. 🫡", "link": "https://twitter.com/56608163/status/2110548452375658879"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@rockatanescu @sqs @ampcode oh that's where you change it, i was expecting a dropdown on the model router page... so i couldn't figure out where else it could be. a weird dial, right :) haha", "link": "https://twitter.com/151126971/status/2110776770345513421"}, {"date": "2026-10-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @jbrooksuk @ampcode also auto-spelling corrections? or at least a toggle to turn that off? \ni have tons of domain specific words or random internal acronyms that get auto-corrected into something i need to recorrect", "link": "https://twitter.com/2000470921329709056/status/2110398803522064750"}]}}, "reliability": {"praise": 19, "complaint": 84, "n": 103, "weighted": {"praise": 12.45, "complaint": 44.94}, "praiseShare": 18.4, "ci95": [12.1, 27.0], "regard": 0.5214, "regardCi95": [0.488, 0.556], "salience": 11.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "one observation from using @ampcode : opus seems to churn through coding tasks noticeably faster than gpt sol. been surprised by how quickly it's putting up prs.\ncurious if the amp team has noticed similar differences in coding throughput between the two models.", "link": "https://twitter.com/2016294660658941952/status/2110578795505680872"}, {"date": "2026-10-08", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@taylorotwell @ampcode i was also pretty shocked at how fast it ran everything. idk how they’re doing that", "link": "https://twitter.com/19832122/status/2108097691523690697"}, {"date": "2026-09-30", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ruchernchong @ampcode it's way more responsive. no lag, no blur, just better to use!", "link": "https://twitter.com/9111552/status/2105262479638958295"}, {"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@sqs @purefunctor @ampcode i’ve never opened amp as fast as i just did", "link": "https://twitter.com/1443430538/status/2102751907387498733"}, {"date": "2026-09-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@codermatt @ampcode i just posted about it too.\nif you are already on blazing fast inference and have moved away from local coding to cloud coding, this is a godsend. \n200-300 tps on [link] kimi k3.\ninsanity!\n[link]", "link": "https://twitter.com/1118175955/status/2098970346460487920"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode please, \nthreads are failing to load and now the desktop app is dead too [link]", "link": "https://twitter.com/1138798227111776257/status/2111753490041061801"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode had some slow experience accessing things from apac, i just feel jealous for anyone living in the us with minimum latency when orbin' lol", "link": "https://twitter.com/2022713436736753664/status/2111214216782987644"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "these default options are just too small @ampcode . i am running out of memory all the time. [link]", "link": "https://twitter.com/2792677436/status/2110768587015147944"}, {"date": "2026-10-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "found (and reported) a weird race condition in @ampcode's dns init logic. please marvel at my hotfix. [link]", "link": "https://twitter.com/295919262/status/2110499947061584022"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "probably another niche request on my side, @ampcode , but using the terminal tab in the app on a thread that is running in the native app's runner (locally), it feels slow and choppy, as if not local...", "link": "https://twitter.com/2062509956574650368/status/2110017021433851927"}]}}, "account": {"praise": 30, "complaint": 20, "n": 50, "weighted": {"praise": 15.83, "complaint": 12.33}, "praiseShare": 60.0, "ci95": [46.2, 72.4], "regard": 0.624, "regardCi95": [0.581, 0.663], "salience": 5.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@tobimori @steveruizok @chatgpt @ampcode oh sure. yeah, no tool is perfect. i'm sending minor bug reports / feature requests to them all the time. but amp is good, thoughtful, forward-thinking, they listen, and they ship!", "link": "https://twitter.com/1796637816589529088/status/2110778863471177799"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "reported a bug in @ampcode, less than 30 minutes later i get a personal(!) email that it's solved and will be rolled out later today.\nwow! this is the bar now!\nkudos @nicolaygerold", "link": "https://twitter.com/2385015511/status/2109987646034325646"}, {"date": "2026-10-08", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode. this is a sweet way to acknowledge bug reporting and its fixed too [link]", "link": "https://twitter.com/38651218/status/2108034167082811845"}, {"date": "2026-10-07", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "damn, @ampcode has got to be one of the best customer experience\ni reported these two bugs thinking it'd get fixed *eventually* then i went to sleep, i woke up to them already being fixed, and they added some bonus on top?? what is this, a charity??\ny'all are so cool :) [link]", "link": "https://twitter.com/2022713436736753664/status/2107735708391899472"}, {"date": "2026-10-07", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode them being fixed instantly is plenty, but no, they had to go an extra mile on top of that\ni was expecting it being fixed a few days after and some generic email reply, turns out it happens on the same day with replies that feel like human", "link": "https://twitter.com/2022713436736753664/status/2107736182738256225"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode does [email] work? i send requests there, but i don't get confirmation that it was received nor hear back from anyone.", "link": "https://twitter.com/19506770/status/2110018658282160213"}, {"date": "2026-09-29", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @romainlanz @ampcode i get why it works that way, but honestly still feels weird from a privacy standpoint\neven if no one's looking, knowing they could makes me feel watched/spied. makes me think twice about using amp more, even though i'd like to\nbut maybe it's just me 🤓", "link": "https://twitter.com/697207221097275392/status/2105063286995558713"}, {"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode happened to us as well.\nwe gave up on support and about to setup new accounts.\nseems like very common issue.", "link": "https://twitter.com/1089515309122367489/status/2102754710373691815"}, {"date": "2026-09-11", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "why are you dirty bastards trying to rinse my bank account with over 100 transactions?? dirty thieving c&£ts \n@ampcode", "link": "https://twitter.com/976768602828402688/status/2098486645288751535"}, {"date": "2026-09-07", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode hi @sqs, can you help me? it seems no one has responded to the bug report i submitted through the web.", "link": "https://twitter.com/1455730994976227331/status/2096832701366141307"}]}}, "limits.plan_value": {"praise": 35, "complaint": 31, "n": 66, "weighted": {"praise": 22.31, "complaint": 17.52}, "praiseShare": 53.0, "ci95": [41.2, 64.6], "regard": 0.5271, "regardCi95": [0.502, 0.549], "salience": 7.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "i must have done something stupid the first time i tried orbs a month ago. my orbs usage disappeared in 2 days. i've been using it for 2 days now and still have 98% left. loving @ampcode", "link": "https://twitter.com/568738762/status/2111518875489861993"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "when subscribing to @ampcode's $20 plan, i was afraid usage bar anxiety wouldn't let me do my orbin' calmly. three days later, the feeling is i don't do enough orbin'.\nand i'm not cringing anymore at calling it orbin'. it's just what it is.", "link": "https://twitter.com/1973351797482786816/status/2110878563763413259"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "a screenshot of progress.\nfinally maxing out my @ampcode megawatt subscription. incredible out of the box limits, really [link]", "link": "https://twitter.com/2000470921329709056/status/2109547663591174386"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@aiandcloud @ampcode @sqs it should have been mentioned about the usage. when i used it before, the $20 agent usage was quickly used up.", "link": "https://twitter.com/1751871857517899776/status/2108132236910580170"}, {"date": "2026-10-02", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode thank you. one of our highest users hit it after 2 days and… at least it’s the weekend now", "link": "https://twitter.com/1951494174764916736/status/2105928853961240746"}]}}, "limits.window_interrupts_work": {"praise": 1, "complaint": 7, "n": 8, "weighted": {"praise": 0.42, "complaint": 5.1}, "praiseShare": 12.5, "ci95": [2.2, 47.1], "regard": 0.4963, "regardCi95": [0.488, 0.506], "salience": 0.9, "receipts": {"praise": [], "complaint": []}}, "limits.burn_rate": {"praise": 7, "complaint": 30, "n": 37, "weighted": {"praise": 4.56, "complaint": 17.7}, "praiseShare": 18.9, "ci95": [9.5, 34.2], "regard": 0.5035, "regardCi95": [0.482, 0.527], "salience": 4.1, "receipts": {"praise": [{"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "i am convinced that for some reason the chatgpt desktop app chews tokens because i've been rolling @ampcode all afternoon with sol/astra and have only used like 4% from 50% starting.\nsomething is sussy but i guess this is why i prefer using ampcode more and more everyday.", "link": "https://twitter.com/22610703/status/2099432538146254876"}, {"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "sol consumes more than astra according to their benchmarks. astra orchestrating luna xhigh is the most you can squeeze out of the sub. usage of the sub through @ampcode goes almost as long but way higher quality than luna, they have some secret sauce. \nastra medium is the third best for out of the box task completed vs sub consumed.", "link": "https://twitter.com/4186365072/status/2099541807998603771"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode any clue what could have caused this orb to run 24h daily for a few days? i also didn't see it because i normally never have to think about it. the single thread used all of my megawatt + workspace credits and i only noticed now that i'm out of usage. [link]", "link": "https://twitter.com/583047714/status/2104633017012470028"}, {"date": "2026-09-27", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @sqs @thorstenball the cheaper model thing is real for me. flash model on a refactor did 4 extra tool loops fixing its own edit and the bill went up. do the orbs evals show that or just latency?", "link": "https://twitter.com/1835841692852682752/status/2104230660105781726"}]}}, "limits.allowance_change": {"praise": 1, "complaint": 7, "n": 8, "weighted": {"praise": 0.71, "complaint": 4.76}, "praiseShare": 12.5, "ci95": [2.2, 47.1], "regard": 0.5117, "regardCi95": [0.49, 0.55], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@emrecoklar @joedevon @ampcode that may or may not be true but the absolute amount of usage available to subscribers has been drastically cut. \nwith no change to the cost.", "link": "https://twitter.com/2224151434/status/2099548194141016550"}]}}, "limits.reset_schedule": {"praise": 3, "complaint": 4, "n": 7, "weighted": {"praise": 1.77, "complaint": 2.81}, "praiseShare": 42.9, "ci95": [15.8, 75.0], "regard": 0.5079, "regardCi95": [0.495, 0.525], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode when i am signed in via the new chatgpt subscription and run out of usage, it's forever stuck complaining about exhausting the usage i.e resetting the usage isn't being picked up for some reason. works if i fallback to the old method tho.", "link": "https://twitter.com/1107339730973122560/status/2106909387419971944"}]}}, "limits.usage_meter": {"praise": 5, "complaint": 19, "n": 24, "weighted": {"praise": 3.19, "complaint": 14.04}, "praiseShare": 20.8, "ci95": [9.2, 40.5], "regard": 0.5249, "regardCi95": [0.49, 0.564], "salience": 2.6, "receipts": {"praise": [{"date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "claude code shows the output tokens there. \nshowing the context window is usually common on open source harnesses like pi and amp. i'm not sure why cc is hiding it but it always bugged me not being able to see it directly. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wp9nga/the_agentic_loop_is_outdated/pbuqato/"}, {"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "this is damn crazy, so smooth experience and crystal-clear convos and outputs\nnever had such a transparent dashy on token consumption breakdown and router usage \nthx @ampcode \n guess i was gaslit by some models before [link] [link]", "link": "https://twitter.com/843718655942709248/status/2099386515340050768"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @sqs ampcode says i’ve hit my chatgpt limit, but i still have 54% left for the week. i’ve logged out and back in twice [link]", "link": "https://twitter.com/757968450291544065/status/2108774522140897470"}, {"date": "2026-10-03", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @subhuti2010 @ampcode that’s what we were seeing. lots of usage left, but none of the amp side. reset didn’t change it at all. [link]", "link": "https://twitter.com/1951494174764916736/status/2106488918363480573"}, {"date": "2026-09-30", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode can we get usage % back for subscriptions that you add in the model router. mine for chatgpt after changing to native login is gone", "link": "https://twitter.com/1920706321/status/2105324594571665734"}]}}, "limits.prompt_cache": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.26}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4978, "regardCi95": [0.494, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode hi quinn, thanks for getting back to me!\none of our users is having an issue where they're trying to use opus 5.5 on venice with amp code but their cache hit rate seems to be super low (where it definitely shouldn't). i can get them to hit report bug", "link": "https://twitter.com/1559149302756347906/status/2108493591886598645"}, {"date": "2026-09-07", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "sometimes i come back to a thread after a long time and know the cost of resuming due to cache busting will be high. would be neat to be able to force compaction or resume from a summary @ampcode [link]", "link": "https://twitter.com/33135576/status/2096802985645134185"}]}}, "billing.overage_charges": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.27}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.497, "regardCi95": [0.494, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "billing.pricing_clarity": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.71}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4978, "regardCi95": [0.494, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "billing.free_tier": {"praise": 9, "complaint": 3, "n": 12, "weighted": {"praise": 6.24, "complaint": 1.55}, "praiseShare": 75.0, "ci95": [46.8, 91.1], "regard": 0.5083, "regardCi95": [0.498, 0.519], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@____hnsn @steveruizok @chatgpt @ampcode hahah yeah i will probably never have to pay again for amp at the rate i'm getting 10$ credit for fixed bug reports", "link": "https://twitter.com/946692220324909056/status/2110782913868620233"}, {"date": "2026-09-29", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@sqs @openai @ampcode been using teh free tier for my vision pipelines and it holds up", "link": "https://twitter.com/104805570/status/2105054501220843757"}, {"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@jpramoss98 @ampcode hello juan, i just started trying it today because i saw it a lot on tw, the 2 months thing is useful for me haha", "link": "https://twitter.com/1569799644796047360/status/2102841989591187569"}], "complaint": [{"date": "2026-09-02", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ryan_morr @hoplite_sh everything is good in the beginning, like @ampcode did it before, but they removed the free option and became a paid provider.", "link": "https://twitter.com/2017090289866076160/status/2095209787277676929"}, {"date": "2026-09-02", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@punchw45k everything is good in the beginning, like @ampcode did it before, but they removed the free option and became a paid provider.if you want, i can also make it sound more natural/casual.", "link": "https://twitter.com/2017090289866076160/status/2095213926875324924"}, {"date": "2026-09-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@alexhillman @ampcode did it first then took our free inference away", "link": "https://twitter.com/1913281608595169280/status/2094687060863139974"}]}}, "billing.subscription_portability": {"praise": 47, "complaint": 50, "n": 97, "weighted": {"praise": 32.87, "complaint": 31.59}, "praiseShare": 48.5, "ci95": [38.8, 58.3], "regard": 0.5285, "regardCi95": [0.501, 0.559], "salience": 10.6, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@what_the_func i'm loving @ampcode and can use codex and claude subs in it", "link": "https://twitter.com/1149900841962237952/status/2110663969572814951"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "not being able to use our @openai or @claudeai subscriptions is @cursor_ai is the biggest blocker for me\nlike no way am i going to spend $4,000 usd on api credits through cursor when i can use my subscription in @ampcode for $300/mo\npls @poteto work your magic", "link": "https://twitter.com/1788108425400123392/status/2109845059835412587"}, {"date": "2026-10-11", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@m4kamran008 @ampcode @claudeai you can now use claude subs with amp. and codex was already there. so codex and claude both with amp. amazing, no?", "link": "https://twitter.com/1449498000/status/2109391689270108436"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "amp gives me a new coding experience, but why does it still incur costs when i use my own subscription and runner? @ampcode [link]", "link": "https://twitter.com/2293726776/status/2110193950162383317"}, {"date": "2026-10-03", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "so there a new \"subscription_sharing_usage_limit_exceeded\" when using chatgpt in @ampcode now? dude, this is worth the legacy connection, can we get it back @sqs ?", "link": "https://twitter.com/111345958/status/2106389057513406701"}, {"date": "2026-10-03", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@nicomlopez @tebayoso @ampcode yes, but only grok and codex, claude must be through api and i have another subscription that also does not allow placing it.", "link": "https://twitter.com/1817446992768880640/status/2106458414624682168"}]}}, "setup.install_signin": {"praise": 15, "complaint": 29, "n": 44, "weighted": {"praise": 11.31, "complaint": 20.08}, "praiseShare": 34.1, "ci95": [21.9, 48.9], "regard": 0.5399, "regardCi95": [0.507, 0.573], "salience": 4.8, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@maxmax @chatgpt @ampcode watching a dot just plug into amp and start working feels like magic that actually works. the simplicity is wild, no setup, no friction, just an always-on teammate impressed by how smooth it is.", "link": "https://twitter.com/1498556764391755776/status/2109811328558969222"}, {"date": "2026-10-04", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@sqs @ampcode amp feels very smooth right now. orb setup is quick/easy.\ni've been trying to convert @galen__green for months 😅 what does @t3dotcodes still do better for you, besides claude subscription support? what would amp need to do to win you over?", "link": "https://twitter.com/1999233079202975744/status/2106893900480991697"}, {"date": "2026-10-02", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "setting up my dev environment for [link]:\n1. @nikstep inviting me to @ampcode \n2. connect to @chatgpt \n3. ask it to explain the repo to me\nstep 2 and 3 optional. literally an amp account was all i needed to start building. so good!\nrip local dev 🪦", "link": "https://twitter.com/21908850/status/2106093511691080179"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode sign-in on the macos app isn't working... after completing authentication in the browser, the redirect back to the app fails. if i reopen the app manually, i am back at the sign-in phase.", "link": "https://twitter.com/2098621266370703360/status/2111608837409218572"}, {"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @sqs mac app suddenly logged me out and it fails to log-in. i authenticate within the browser, then i click the oauth link, it opens amp but it doesn't log-in. was working like an hour ago", "link": "https://twitter.com/1292843991197716483/status/2111662711549391069"}, {"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode i got logged out of the mac desktop app, and cannot log back in. webapp and ios works. can you help?", "link": "https://twitter.com/237219814/status/2111464414759022664"}]}}, "setup.provider_byok_local": {"praise": 27, "complaint": 21, "n": 48, "weighted": {"praise": 15.45, "complaint": 12.06}, "praiseShare": 56.2, "ci95": [42.3, 69.3], "regard": 0.5066, "regardCi95": [0.487, 0.526], "salience": 5.3, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "puck don't f* around\nso simple to set up custom endpoints on @ampcode \nps. that \"secure mask dialog\" ui component 🤌🏻👏 [link]", "link": "https://twitter.com/3159431/status/2109806983113007120"}, {"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@robinebers @jkudish supporting the use of custom provider to select models is almost my most basic requirement for coding agents, and @ampcode is the best cloud agent that i think supports this at present…", "link": "https://twitter.com/1455730994976227331/status/2105695353119089096"}, {"date": "2026-09-27", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@benvargas @ampcode local always on was the pain. custom url via orbs is the kind of shortcut that sticks.", "link": "https://twitter.com/1502677575776149504/status/2104182819664593107"}], "complaint": [{"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@benvargas @ampcode @sqs same! have been waiting a very, very long time to connect my cliproxyapi… [link]", "link": "https://twitter.com/1455730994976227331/status/2099510909400195253"}, {"date": "2026-09-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "hey @ampcode is opencode go sub working in the new byok mode? i get internal server error when i try to use it", "link": "https://twitter.com/2462114703/status/2099162573719437776"}]}}, "setup.extensions_mcp": {"praise": 25, "complaint": 24, "n": 49, "weighted": {"praise": 16.46, "complaint": 14.66}, "praiseShare": 51.0, "ci95": [37.5, 64.4], "regard": 0.5042, "regardCi95": [0.485, 0.523], "salience": 5.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "it’s kinda crazy that amp’s github subscriptions are maybe the first time i felt like i’ve had actionable github notifications (via amp thread notifications). nice work @ampcode team!", "link": "https://twitter.com/2798336306/status/2111058376293581304"}, {"date": "2026-10-14", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode dig the gh integration more than i expected. having it coordinating comments, prs, linear, etc all still in the original thread is nice.", "link": "https://twitter.com/2020360120383795200/status/2110437604848005185"}, {"date": "2026-10-14", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@arrthurr @ampcode @thorstenball @danfessler the jev plug in has been lowkey my favorite edition.", "link": "https://twitter.com/238651245/status/2110506514691903572"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@hameonline @openai @claudeai @cursor_ai @ampcode @poteto the grok bot integration with cursor is too goated, and trying to get it to work with amp threads is messy as there's no native plugin :(", "link": "https://twitter.com/1788108425400123392/status/2109990234935251184"}, {"date": "2026-09-30", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode do you support stateless mcp connections on orbs? i built one that fails in amp, but it works fine in chatgpt and claude.", "link": "https://twitter.com/1305981352022507520/status/2105301099762851972"}, {"date": "2026-09-26", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode, how is the slack bot supposed to work? i know one of the examples is \"make a group dm with me and name\", but that just doesn't work? it seems to only send dm's as my own user, which is very hard to interact with.\ni'm on a slack enterprise workspace if that matters.", "link": "https://twitter.com/2095743155312467968/status/2103658167469293873"}]}}, "setup.onboarding_docs": {"praise": 11, "complaint": 22, "n": 33, "weighted": {"praise": 7.19, "complaint": 13.75}, "praiseShare": 33.3, "ci95": [19.8, 50.4], "regard": 0.521, "regardCi95": [0.497, 0.547], "salience": 3.6, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@owengretzinger @enoreyes @factoryai @ampcode all the way. constantly 3-6 months ahead of everyone else, and incredibly easier to setup (prompt away until the dust settles)", "link": "https://twitter.com/2000470921329709056/status/2110087517848346720"}, {"date": "2026-09-18", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "second -- @ampcode figured out the primitives and the setup ux correctly. we've tried a lot of different tools and most of them were built for demos and not real businesses [link]", "link": "https://twitter.com/1638021681309523968/status/2100923103714988539"}, {"date": "2026-09-06", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@thorstenball @ampcode yup, this is all rust!\nonboarding to orbs was super easy—the setup in all repositories i work with is usually quite structured already; mostly a matter to paper over some restrictions (e.g. docker).", "link": "https://twitter.com/883623015405293569/status/2096537610181112217"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode everything is just so busy and squished and filled with all your nomenclature - which is cool but also confusing to someone who is new to your platform.", "link": "https://twitter.com/1232338194/status/2109998224719462693"}, {"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@adamwathan @ampcode did you just use their docs to get up and running and familiar? or something else? i found their video tutorial offering a bit thin.", "link": "https://twitter.com/1688691633624125443/status/2108922929710788678"}, {"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@iannuttall @ampcode what's good about amp? i tried download it once and got so confused on how to use it. there is this orbs thing that i don't know what it is", "link": "https://twitter.com/457307083/status/2102577461834006973"}]}}, "setup.ide_integration": {"praise": 5, "complaint": 5, "n": 10, "weighted": {"praise": 3.58, "complaint": 3.74}, "praiseShare": 50.0, "ci95": [23.7, 76.3], "regard": 0.4996, "regardCi95": [0.49, 0.509], "salience": 1.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode trying it, i see it's basically the cli/tui in place of the original thread. i was already doing this within the orb's terminal lol\nbut it would be great to have a proper integration for this", "link": "https://twitter.com/2067222195064143872/status/2102763110209835405"}]}}, "models.catalog_access": {"praise": 21, "complaint": 16, "n": 37, "weighted": {"praise": 14.48, "complaint": 9.45}, "praiseShare": 56.8, "ci95": [40.9, 71.3], "regard": 0.5514, "regardCi95": [0.524, 0.578], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "i love that @ampcode now supports claude! one request, @thorstenball and @sqs is there any chance that project-based connections is a thing coming soon? (work vs play ai subs based on project settings).", "link": "https://twitter.com/1405835361021042691/status/2109653765561504200"}, {"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "the main reason i use chatgpt over claude is because i can use it in @ampcode tbh", "link": "https://twitter.com/317888049/status/2105716547889271091"}, {"date": "2026-09-29", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "same! wouldn’t be using opus if it weren’t for @ampcode [link]", "link": "https://twitter.com/33135576/status/2104798639956902098"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@raor_00 @fprzdev @ampcode currently, they have chatgpt and grok. in my case, i connected grok and it is using that.\ni would like it to have a connection with claude, but it is still not possible even close.", "link": "https://twitter.com/42812549/status/2105692804550660481"}, {"date": "2026-09-26", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@wendell_adriel i'm in the exact same boat. i haven't used sol at all in the last week after using opus 5.5 for a few tasks. i'm primarily using @ampcode, and i find myself dealing with the experimental external agent feature just for opus.", "link": "https://twitter.com/10604/status/2103904355766407327"}, {"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "we need a strong response with astra 6.1.\nstill playing with opus 5.5. hammering all night didn't move any usage much.\nnot super impressed but it's moving much smarter than gpt 6 sol.\nbiggest pain point is not driving via @ampcode for opus 5.5. [link]", "link": "https://twitter.com/51510563/status/2102771724643168704"}]}}, "models.routing_auto": {"praise": 13, "complaint": 11, "n": 24, "weighted": {"praise": 7.52, "complaint": 8.77}, "praiseShare": 54.2, "ci95": [35.1, 72.1], "regard": 0.5211, "regardCi95": [0.5, 0.542], "salience": 2.6, "receipts": {"praise": [{"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "everyday i wake up, a new model is out.\nthank god that @ampcode takes care of model selection so that i have to go around x/reddit/hackernews just for fun and not to actually figure out what to use", "link": "https://twitter.com/1543686991/status/2102717060153544728"}, {"date": "2026-09-21", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@angerman @ampcode as a harness and multi model routing it's a great harness. but i'm sold on orbs - it's cloud instances that spawn and run your tasks so you don't need a machine. i do everything from my phone. orbs require a subscription, but if you use amp cli you can byok", "link": "https://twitter.com/1491081/status/2102020246970208546"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "seems like when one orb wants to spin up a claude code orb in @ampcode \nit doesn't get to pick the claude code model? i tried getting it to spin up opus 5.5 cc orbs but always get sonnet 5.5 cc orbs\nsomething there gentlemen?", "link": "https://twitter.com/89691524/status/2109449297846751664"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@justine_chang39 @ampcode the model picker getting ignored by sub-agents is so annoying. does the orb config actually pass the model flag through?", "link": "https://twitter.com/1643908924817670145/status/2109762293127094639"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "my first experience with @ampcode was signing in with chatgpt, letting it use that subscription, doing 1 task and seeing \"no usage available\" - turns out it was using anthropic, try to disable, still can't get it to stop using anthropic? so confused...", "link": "https://twitter.com/151126971/status/2110645993435799575"}]}}, "models.effort_control": {"praise": 4, "complaint": 12, "n": 16, "weighted": {"praise": 2.79, "complaint": 7.8}, "praiseShare": 25.0, "ci95": [10.2, 49.5], "regard": 0.4894, "regardCi95": [0.477, 0.501], "salience": 1.8, "receipts": {"praise": [{"date": "2026-09-04", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "low mode on @ampcode is more like \"value\" mode imo 👏😀\ni recently defaulted to it and on most harnesses (vs @zai_org glm-5.3). i route heavy brain juice work to other modes / latter model\nthe flip is inevitable [link]", "link": "https://twitter.com/3159431/status/2095870767607013662"}], "complaint": [{"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "ok i have this @ampcode thing open... how do i change from medium to something else? clicking “medium” does nothing. [link]", "link": "https://twitter.com/63583842/status/2099516460666085650"}, {"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode another thing that's confusing to me is i can't change the model level (i.e. \"medium\") mid-conversation. it's just greyed out. and clicking on the little gauge just pops up a tooltip saying \"medium\" that quickly disappears which is confusing", "link": "https://twitter.com/721234540/status/2099487663384334421"}]}}, "models.quality_drift": {"praise": 5, "complaint": 2, "n": 7, "weighted": {"praise": 3.09, "complaint": 1.06}, "praiseShare": 71.4, "ci95": [35.9, 91.8], "regard": 0.5136, "regardCi95": [0.502, 0.529], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-03", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@raor_00 @tebayoso @ampcode how long ago did you use it? they have improved a lot and now you have byok, which means you can use your subscriptions.", "link": "https://twitter.com/1379644781148712968/status/2106363812228354100"}], "complaint": []}}, "context.instruction_files": {"praise": 3, "complaint": 0, "n": 3, "weighted": {"praise": 1.3, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [43.8, 100.0], "regard": 0.503, "regardCi95": [0.5, 0.507], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "context.instruction_following": {"praise": 6, "complaint": 4, "n": 10, "weighted": {"praise": 3.24, "complaint": 3.03}, "praiseShare": 60.0, "ci95": [31.3, 83.2], "regard": 0.5102, "regardCi95": [0.498, 0.524], "salience": 1.1, "receipts": {"praise": [{"date": "2026-09-09", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@mrsanders @ampcode @amp cool. i have found amp to follow through on goals you express in natural language, without needing something like poteto-mode, but i am fully open to the idea that i'm missing something. (i also wonder why cursor doesn't bring poteto-mode into core if it's so good!)", "link": "https://twitter.com/784008/status/2097778691166396809"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@johncrickett i talk to @ampcode like i would to a coworker and every time it thinks i'm asking their opinion not telling it what to do. working in a british office ruined me.", "link": "https://twitter.com/1334941075593682945/status/2107735843112702201"}]}}, "context.clarifying_questions": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.44}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.497, "regardCi95": [0.492, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 1, "complaint": 6, "n": 7, "weighted": {"praise": 0.35, "complaint": 3.24}, "praiseShare": 14.3, "ci95": [2.6, 51.3], "regard": 0.4977, "regardCi95": [0.491, 0.505], "salience": 0.8, "receipts": {"praise": [{"date": "2026-09-05", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@dringrayson @ampcode i honestly forgot context limits were a think with amp", "link": "https://twitter.com/88027497/status/2096330093190840797"}], "complaint": [{"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@dringrayson @ampcode how are you running it on large codebases then? mine kept losing context halfway through long tasks.", "link": "https://twitter.com/1657072130742206464/status/2099599681273688159"}, {"date": "2026-09-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@dringrayson @ampcode ran it on a big monorepo and the agent kept losing context halfway through. does it hold up at scale?", "link": "https://twitter.com/1657072130742206464/status/2099068295710118069"}, {"date": "2026-09-11", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @sqs @thorstenball you also mention this transition from queueing to steering by default. i was using medium mode (with sol medium) and it didn’t feel great a few times because it would end up forgetting the previous message. which models are in your opinion ready for this transition? astra?", "link": "https://twitter.com/872962356/status/2098512982539985267"}]}}, "context.compaction": {"praise": 7, "complaint": 2, "n": 9, "weighted": {"praise": 3.7, "complaint": 1.41}, "praiseShare": 77.8, "ci95": [45.3, 93.7], "regard": 0.5096, "regardCi95": [0.5, 0.52], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@voip_guru @mattpocockuk yeah, auto compaction on @ampcode feels solved for me. i don’t think about it anymore.", "link": "https://twitter.com/19506770/status/2108591171832537454"}, {"date": "2026-09-24", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@kentcdodds @bot come to think of it, all the agentic tools i use the most, @ampcode @bot and some hermes, all of them abstract compaction away, and i have continuous sessions with all 3, and no dumb zones", "link": "https://twitter.com/33135576/status/2103020461017977219"}, {"date": "2026-09-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@dringrayson @ampcode yep, but ive been thru like 4 autocompactions now in a single thread with no noticeable degradation in quality", "link": "https://twitter.com/1118175955/status/2099016305311625297"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@thorstenball is there a way to keep some aspect of the context from compacting? i keep having issues where after long enough time, my orchestrator stops remembering the opening rules/playbook i give it and @ampcode starts to play fast and loose with me preferred processes.", "link": "https://twitter.com/7566122/status/2105804263280840763"}]}}, "context.session_memory": {"praise": 3, "complaint": 3, "n": 6, "weighted": {"praise": 1.59, "complaint": 1.84}, "praiseShare": 50.0, "ci95": [18.8, 81.2], "regard": 0.5003, "regardCi95": [0.493, 0.507], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "then i brought grok 4.6 to rescue, since @ampcode each thread can read other threads- it was easy to take over from main thread and finish the job. grok finished the job and i had some more usage left on it as well\nalso liked once gpt usage is over amp shows different options to continue and retry!", "link": "https://twitter.com/85549810/status/2100155757157118127"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @sqs @thorstenball i often have to tell a new orb that credentials for a service are available in my personal secrets. what am i doing wrong. usually just happens in new projects maybe....", "link": "https://twitter.com/2013340343064772608/status/2110507535560310818"}, {"date": "2026-09-11", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode puck keeps asking me what project i want to spin up orbs in and i only have one\nwould be cool if he knew that and/or i could set a default.\nalso i'd fully be willing to pay $$$ for gpt-live-1 for puck\nthe vesper voice is close enough although not quite as perfect but i'd accept that tradeoff", "link": "https://twitter.com/70623546/status/2098452077039247531"}]}}, "context.codebase_retrieval": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.35, "complaint": 1.77}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.497, "regardCi95": [0.492, 0.501], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@mrsanders @ampcode nope, we haven't found it needed with the models, just say the file basename or describe it and it works (and is less keystrokes/words)", "link": "https://twitter.com/784008/status/2095594125496406466"}], "complaint": [{"date": "2026-09-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode hey @ampcode team. i submitted a bug on this. tried what @0xbrettj suggested but it looks like the indexing isn't running?\nreport id: amp_bug_2ase32dwhlnkfqxct84net\nstatus: new\naffected thread: create personal orbstack plugin", "link": "https://twitter.com/1535774830225944576/status/2094907022450004165"}]}}, "context.attachments": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4992, "regardCi95": [0.497, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.capability": {"praise": 89, "complaint": 15, "n": 104, "weighted": {"praise": 57.77, "complaint": 9.88}, "praiseShare": 85.6, "ci95": [77.6, 91.1], "regard": 0.56, "regardCi95": [0.536, 0.583], "salience": 11.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "my fiancé and i always forgot how to assemble the balloon arch lol. so, i spun up an orb in @ampcode and it showed step by step config, the screws we need and where to go. \nneeded this for my sons 1st birthday party this saturday lol. [link]", "link": "https://twitter.com/238651245/status/2111088770154205521"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@dnnskr91 @sqs @dennis_kortsch @ampcode yea, agreed with others here. i'm using a tiny orb to run some automation scripts. works great for that.", "link": "https://twitter.com/3185277885/status/2110803350212190610"}], "complaint": []}}, "work.frontend_ui": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 1.0, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5015, "regardCi95": [0.496, 0.509], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@iannuttall @ampcode yeah it's really good, used it a lot to prototype ui components", "link": "https://twitter.com/2022713436736753664/status/2109900808959791444"}], "complaint": []}}, "work.bug_diagnosis": {"praise": 7, "complaint": 2, "n": 9, "weighted": {"praise": 3.84, "complaint": 1.44}, "praiseShare": 77.8, "ci95": [45.3, 93.7], "regard": 0.5014, "regardCi95": [0.491, 0.51], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@hipreetam93 @opencode i've been using this model in @ampcode for a bunch of triage and scraper fixers and it's been very good so far. found an issue sol 5.6 high didn't for weeks!\ndefinitely looking at these models more now.", "link": "https://twitter.com/9111552/status/2101932745488257445"}, {"date": "2026-09-01", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "for bug fixes and troubleshooting, @ampcode really nails the kind of coding agent i want out of the box. it's precise, minimal, and non-verbose. it fixes the issue, changes what needs changing, and gets out of the way.", "link": "https://twitter.com/347237526/status/2094883834227470647"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "starting to believe this is @ampcode's doing ....? \ni don't get this behavior from openai models in any other coding harnesses.\neg: you paste in an error log and the model just responds with a vague possible causes rather than reading the source code and finding the bug. [link]", "link": "https://twitter.com/1437462200/status/2108434439240090051"}, {"date": "2026-10-09", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode it feels like you're chatting with an agent that has no idea it's a coding agent and has access to the source code.\nyes, i haven't explicitly asked the agent to debug but you paste in that error log on any other coding harness and the model will come back with a nice bug report.", "link": "https://twitter.com/1437462200/status/2108435126040531202"}]}}, "work.regressions_introduced": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4992, "regardCi95": [0.498, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.scope_overreach": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 0.77}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.499, "regardCi95": [0.497, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "work.stuck_loops": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.premature_stop": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 3.03}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4959, "regardCi95": [0.492, 0.499], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @thesammykins @ampcode i also notice low mode doesn't soldier on, it starts stopping after a while and i need to continuously nudge it to carry on.", "link": "https://twitter.com/437728663/status/2104451506590429607"}, {"date": "2026-09-09", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "i wonder if the @ampcode team has made any optimizations to address astra’s tendency to stop mid-task and ask lots of questions instead of doing the work 🤔", "link": "https://twitter.com/1705384263867379712/status/2097785428917264538"}, {"date": "2026-09-07", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@jkudish yes i agree! using astra with @ampcode last night building a large scope of work. it stopped half way and said it knew it didn’t complete all the work even when it was instructed to finish all of it.", "link": "https://twitter.com/1535774830225944576/status/2097095185301999839"}]}}, "work.long_running_autonomy": {"praise": 30, "complaint": 6, "n": 36, "weighted": {"praise": 18.16, "complaint": 3.46}, "praiseShare": 83.3, "ci95": [68.1, 92.1], "regard": 0.5095, "regardCi95": [0.492, 0.525], "salience": 3.9, "receipts": {"praise": [{"date": "2026-09-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@tetsuo_cpp @ampcode i've had things run like this for about 58 hours without stopping 😂", "link": "https://twitter.com/22610703/status/2098748601170301081"}, {"date": "2026-09-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@tetsuo_cpp @ampcode it's almost difficult to not get it endlessly running if the goal is written in a good enough validation 🫪", "link": "https://twitter.com/22610703/status/2098751817492607421"}, {"date": "2026-09-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode keeps surprising, i just love how it auto continues after my @chatgpt 5hr limit without me coming back and clicking retry", "link": "https://twitter.com/1810868430624755712/status/2098795745981735083"}], "complaint": [{"date": "2026-09-15", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "been using @ampcode a lot lately but i really don't think models are ready to work without /goal. models get lazy even with a spec to stick to and i end up relying on hacky things like using puck to schedule nudges every 30 min.", "link": "https://twitter.com/1000309405/status/2099797899043569967"}, {"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode how do i use amp to complete larger tasks? it’s all an impression; compared to codex, if given n things to build, amp stops at the first one and calls it a day. i must be holding it wrong. another problem is lack of /goal. it is useful in optimization loops because by default the models (at least for now) do not believe in themselves enough so to speak.", "link": "https://twitter.com/609270928/status/2105540740830908670"}]}}, "work.multi_agent_orchestration": {"praise": 76, "complaint": 11, "n": 87, "weighted": {"praise": 47.99, "complaint": 6.95}, "praiseShare": 87.4, "ci95": [78.8, 92.8], "regard": 0.5558, "regardCi95": [0.533, 0.578], "salience": 9.5, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode blew my mind a little by _nesting_ a thread.\nagent did a series of tasks then asked how to continue. i typed \"we'll start with #80 but in a new orb to pick up the merged changes\".\n\"i'll start a new orb thread…\" then gave it relevant details from the old one. [link]", "link": "https://twitter.com/9632112/status/2110885232081768675"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "told my dot to do something using my mcp\nmy mcp didn't expose that function\ntold my dot to tell puck that we don't have that function and what we need\ndot to puck\npuck builds feature\ndot has feature\nwhat in the world\n@puckofamp @ampcode", "link": "https://twitter.com/89691524/status/2111107636540391760"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "one way @ampcode and orbs feel like the future: in a new thread, said \"audit the code base for this old api usage, group the code into areas, create linear issues for each area, and spin up a thread to fix each one\" and i have a whole swarm of threads just ... doing it.", "link": "https://twitter.com/5444392/status/2110838620420735467"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "figuring out how to use @ampcode , for now i'm missing subagents implementation by @aarondfrancis his [link] [link]", "link": "https://twitter.com/33702540/status/2109926590889042241"}, {"date": "2026-10-02", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@jkudish @thorstenball @ampcode just feels weird that the general orchestration plan slowly fades over the course of several hours. suddenly realizing that it isn't even delegating to child threads at all starts to just do everything itself.", "link": "https://twitter.com/7566122/status/2105830588813087149"}, {"date": "2026-09-24", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode claude code projects seem more intelligent about distributing work to threads and coordinating the order of git changes between threads itself", "link": "https://twitter.com/132882990/status/2103057491466612746"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.499, "regardCi95": [0.496, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "clankers are getting sneaky... had a rogue @ampcode agent connect via ssh to configured servers without any question... 🤖 [link]", "link": "https://twitter.com/2062509956574650368/status/2102451433773908086"}]}}, "work.git_workflow": {"praise": 2, "complaint": 13, "n": 15, "weighted": {"praise": 1.3, "complaint": 7.29}, "praiseShare": 13.3, "ci95": [3.7, 37.9], "regard": 0.4909, "regardCi95": [0.479, 0.502], "salience": 1.6, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@mweinbach i like them, but it isn't clear how you're supposed to used signed commits from them. the way @ampcode handles this makes it easy to setup.", "link": "https://twitter.com/88027497/status/2105417989764026678"}, {"date": "2026-09-27", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "first i didn't know how to use git worktrees\nthen i had @ampcode orbs and didn't need to know how to use git worktrees.", "link": "https://twitter.com/89691524/status/2104148649160962391"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode @helpspot also being able to update the local copy of a repo from remote deterministically would be nice. right now i end up saying \"update this from remote pretty frequently.\"", "link": "https://twitter.com/11571252/status/2104686353661489204"}, {"date": "2026-09-22", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode also, a better way to set the base branch (to compare git changes) would be nice... in our flow, hotfixes branch out and go back to master, we also have a release staging branch too...", "link": "https://twitter.com/2062509956574650368/status/2102451017849737447"}, {"date": "2026-09-21", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@casjam @ampcode i'm still having a hard time getting out of 1 orb for bigger projects. reconciling commits seemed too challenging.", "link": "https://twitter.com/18791509/status/2102149070324133996"}]}}, "work.computer_browser_use": {"praise": 8, "complaint": 5, "n": 13, "weighted": {"praise": 5.08, "complaint": 2.71}, "praiseShare": 61.5, "ci95": [35.5, 82.3], "regard": 0.5047, "regardCi95": [0.496, 0.515], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@____hnsn @sqs @ampcode as a dart flutter developer, i need to test the debug build. only @ampcode can do that as of now; other harnesses struggle to connect with the debug build and execute taps and clicks.", "link": "https://twitter.com/2995471962/status/2108709784635760952"}, {"date": "2026-09-25", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@iannuttall @ampcode computer use on your own machine is huge, way better than a sandboxed one", "link": "https://twitter.com/1619563255621627904/status/2103507618073657647"}, {"date": "2026-09-03", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "okay, we just built this with @ampcode.\na local chrome extension synced selected cookies into an orb. an amp portal handled the tunnel and streamed a high-dpi remote chromium back to me.\n15 x cookies imported, 0 failures.\namp can now browse x as me from the orb.\nlet's see what this direction unlocks", "link": "https://twitter.com/1670026308/status/2095452703719887277"}], "complaint": [{"date": "2026-09-08", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode by any chance can we have smt like computer use inside amp?\nthats prob the only thing making me go to codex app these days (use it to control after effects, editting software, photoshop and things like thar)", "link": "https://twitter.com/2931128860/status/2097289514125336919"}]}}, "work.safety_refusals": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.permission_prompts": {"praise": 3, "complaint": 2, "n": 5, "weighted": {"praise": 2.14, "complaint": 1.59}, "praiseShare": 60.0, "ci95": [23.1, 88.2], "regard": 0.5089, "regardCi95": [0.496, 0.523], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "work.plan_mode": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.84, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4999, "regardCi95": [0.494, 0.505], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "work.response_verbosity": {"praise": 5, "complaint": 2, "n": 7, "weighted": {"praise": 2.81, "complaint": 1.21}, "praiseShare": 71.4, "ci95": [35.9, 91.8], "regard": 0.5118, "regardCi95": [0.501, 0.526], "salience": 0.8, "receipts": {"praise": [{"date": "2026-09-10", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "appreciate @ampcode on the little things - slack message was succinct, everything relevant linked [link]", "link": "https://twitter.com/2000470921329709056/status/2098014756703531053"}, {"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "ok, unpopuplar and probably more token burn on my part, but....@ampcode has been an amazing teacher along the way. \"what's this, what's that, why this, what does this mean\" like i'm learning to do somethings right so only makes sense along the way (to me). its replies are clean and clear.", "link": "https://twitter.com/53486091/status/2108947185081385438"}, {"date": "2026-10-08", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "yep. i'm really enjoying it.\ni asked amp to post a comment to a wip pull request and was surprised at how genuinely good that write-up was. not just in terms of the technical aspects but that it mentioned the op by tag, thanked them, noted that their work is very close, etc. \nnice touch and feels quite like a companion dev and not a bot. i like that aspect of it so far.", "link": "https://twitter.com/412133001/status/2108069288112255160"}], "complaint": [{"date": "2026-09-14", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "it would be _very_ cool if the amp thread also suggested like 2-3 follow on prompts that are buttons that i could just click.\nright now a lot of the issue is each prompt gives a wall of text unless i explicitly prompt \"2-3 paragraphs\". i suspect more concise prompts with suggested follow-on prompts is a nicer ux", "link": "https://twitter.com/721234540/status/2099486641966531069"}]}}, "work.sycophancy_pushback": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4993, "regardCi95": [0.498, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.19}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4985, "regardCi95": [0.496, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "verify.self_testing": {"praise": 8, "complaint": 2, "n": 10, "weighted": {"praise": 6.88, "complaint": 0.85}, "praiseShare": 80.0, "ci95": [49.0, 94.3], "regard": 0.5106, "regardCi95": [0.501, 0.521], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "quinn showed this at frontiers! his talk make me give it another shot. its crazy\nfunny enough i was trying to grok with how you gain the confidence in a push to main, and it really comes down to the little features in amp. such as the screenshots, or effectively built in demos. you're all crushing it", "link": "https://twitter.com/3339946989/status/2110804677457781028"}, {"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "\"give me irrefutable proof that this works\" is a huge lightbulb moment for me on @ampcode\nfull video walkthroughs and screenshots in an actual browser. damn, that's good.", "link": "https://twitter.com/54493959/status/2111794088353644954"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "this is why orbs are powerful: @ampcode could test this feature end to end on linux, windows, and mac, and was sending me regular videos of how things work.\nmy work was thinking at high level through all the \"what if...\" scenarios and guiding the agent toward a solution. [link]", "link": "https://twitter.com/1969028246/status/2109673411697934406"}], "complaint": []}}, "verify.agent_code_review": {"praise": 4, "complaint": 1, "n": 5, "weighted": {"praise": 2.4, "complaint": 0.71}, "praiseShare": 80.0, "ci95": [37.6, 96.4], "regard": 0.4998, "regardCi95": [0.49, 0.507], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-18", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@adamwathan wrote an @ampcode plugin that checks if an llm’s code output follows the spec i give it. it checks against specific verification criteria and claims. it’s already caught some stuff for me", "link": "https://twitter.com/33135576/status/2101006859314561178"}], "complaint": []}}, "verify.change_review_ui": {"praise": 10, "complaint": 10, "n": 20, "weighted": {"praise": 7.69, "complaint": 8.1}, "praiseShare": 50.0, "ci95": [29.9, 70.1], "regard": 0.5046, "regardCi95": [0.49, 0.521], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "more bullish on @ampcode by the minute.\nit's supplying before/after screenshots, and inline interactive windows allowing you to check it's work right within the chat.\nhere i am testing out a change to a tui demo app inline. [link]", "link": "https://twitter.com/2016244386355433472/status/2109325036930900259"}, {"date": "2026-10-05", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "did @ampcode implemented @dexhorthy show-me skill natively? \ni'm getting colored diffs without asking for it 😜", "link": "https://twitter.com/1705384263867379712/status/2107132577417183249"}, {"date": "2026-09-30", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@adamwathan @ampcode threads as the new pr is how my team already reviews agent work, amp's visibility beat private chat dumps for us", "link": "https://twitter.com/2055860494146170880/status/2105285491537092878"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": ".@ampcode diff editor is pretty buggy, cursor isn't placed correctly on wrapped lines + intermittently loses focus [link]", "link": "https://twitter.com/1079733008/status/2109214653477990652"}, {"date": "2026-10-09", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode actually one thing - i think currently extra cloned projects do not show up in the changes panel, that becomes an issue.", "link": "https://twitter.com/44927319/status/2108567641308975505"}, {"date": "2026-10-06", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @sarve___tanvesh @ampcode one thing i use the github pr review ui for is marking file diffs as viewed, which is not easily done in amp", "link": "https://twitter.com/101315185/status/2107302886866624662"}]}}, "ui.display_settings": {"praise": 43, "complaint": 97, "n": 140, "weighted": {"praise": 25.16, "complaint": 62.51}, "praiseShare": 30.7, "ci95": [23.7, 38.8], "regard": 0.48, "regardCi95": [0.455, 0.507], "salience": 15.3, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode much much much cleaner look! kudos to who did this!🫡 [link]", "link": "https://twitter.com/838785842/status/2110910193341223264"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "i missed this over the weekend but @ampcode added interactive views like t3code has.\nit just created a visual demo of how the new instagram post fetch works for [link]\nyou could mock up a bunch of different uis and components with this too and test in chat 🔥 [link]", "link": "https://twitter.com/9111552/status/2109697292156670084"}, {"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "whoa, @ampcode can also render html now?? i was surprised while working on other stuff it decided to render html directly in the chat, then i tested it out and sure does [link]", "link": "https://twitter.com/2022713436736753664/status/2109045184835334226"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "i feel like this should be indented in under the projects @ampcode \nlike the actual icon used for projects [link]", "link": "https://twitter.com/1751151/status/2109800936713425182"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode the ui feels complex, maybe i just need to adjust to it. \ni've been using [link] for months. also have used claude code and cursor off and on for like 2ish years since the early days", "link": "https://twitter.com/1232338194/status/2109857021843697746"}]}}, "ui.session_history": {"praise": 10, "complaint": 19, "n": 29, "weighted": {"praise": 6.97, "complaint": 11.92}, "praiseShare": 34.5, "ci95": [19.9, 52.7], "regard": 0.5118, "regardCi95": [0.492, 0.533], "salience": 3.2, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@jmilinovich try @ampcode - keeps your conversation threads indefinitely and can easily search or revive old sessions.\nalso the best ade in town atm.\ngo bruins, class of '09 right here 😊", "link": "https://twitter.com/2000470921329709056/status/2110664721393188967"}, {"date": "2026-09-28", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "omp & @ampcode both have a neat \"recap\" feature\nhelps when you forget what those threads did and come back cold [link]", "link": "https://twitter.com/1363498314/status/2104654065431154811"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@casjam @ampcode true. i honestly don't mind that they stopped the others for now to focus on this one. no scrollback is the biggest pain rn", "link": "https://twitter.com/2067222195064143872/status/2107326229322104972"}, {"date": "2026-09-11", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode is there a way to get at the file state of threads that for some reason an executor can no longer start for? have had this for a session that isn't the end of the world if i have to redo it, but quite terrifying that a thread can just be lost and inaccessible.", "link": "https://twitter.com/232073527/status/2098203956799565922"}]}}, "ui.interrupt_steer": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 1.68, "complaint": 0.77}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.5032, "regardCi95": [0.498, 0.512], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@sqs @ampcode wow, those are low percentages... 😅 \ni do like queueing requests that should be done sequentially.\ni know i can just \"steer\" with a \"when done, do this other thing\". but i like separating into different steps... 🤷", "link": "https://twitter.com/2062509956574650368/status/2107518369016512519"}, {"date": "2026-10-07", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@sqs @shavsycle @ampcode queuing is really useful when you have a workflow like i usually ask for some task implementation and then cleanup based on a skill and then adding/removing tests based on another skill. i do it in this order because when asked to do together, the results are vastly different.", "link": "https://twitter.com/1706670569960415232/status/2107657698372465121"}], "complaint": [{"date": "2026-09-12", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode @thorstenball if i run into the same thing i’ll report it. but it was like: i sent a message to do something and shortly after sent another message to do something else (unrelated to the former). i think it was with such short time in between that it just interrupted the first and forgot it", "link": "https://twitter.com/872962356/status/2098703694615261199"}]}}, "surfaces.remote_mobile": {"praise": 54, "complaint": 10, "n": 64, "weighted": {"praise": 38.02, "complaint": 5.46}, "praiseShare": 84.4, "ci95": [73.6, 91.3], "regard": 0.5591, "regardCi95": [0.538, 0.58], "salience": 7.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "i started using @ampcode on ios to trigger some small things on the go, or discuss some idea, and it’s such a wonderful experience i’d recommend anyone to try", "link": "https://twitter.com/16185220/status/2111887423152222671"}, {"date": "2026-10-17", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@d4m1n my guess is that i already do around 20% of my product building from my iphone, @ampcode is the killer iphone duo app, like evernote was for the first ipad", "link": "https://twitter.com/14405744/status/2111430017448058963"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "finally got access to @ampcode today and started orbin’ and all i can say is 🔥\ni’ve already reached the point where i’m orbin’ from my phone whenever i have to step away from my laptop 😅", "link": "https://twitter.com/849731501969297408/status/2111226044959371549"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @thorstenball my amp wish list for christmas this year: linux desktop client and android native client.\ni'm not made for that pwa life. 🫡", "link": "https://twitter.com/56608163/status/2110548452375658879"}, {"date": "2026-09-21", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "tested @conductor_build now testing @ampcode \namp would be better if they had a mobile app", "link": "https://twitter.com/91907022/status/2102118435585179982"}, {"date": "2026-09-11", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode if you're on and off orbin on your phone, it gets annoying pretty fast. so you send a task and then decides to check the portal it takes like 1-2 minutes to have stuff up running back to where you were.\nplease let me keep then running for like 1 hour or detect pattern", "link": "https://twitter.com/1857935142670450688/status/2098368506207088895"}]}}, "surfaces.cloud_sessions": {"praise": 96, "complaint": 22, "n": 118, "weighted": {"praise": 69.11, "complaint": 15.6}, "praiseShare": 81.4, "ci95": [73.4, 87.4], "regard": 0.5897, "regardCi95": [0.563, 0.618], "salience": 12.9, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@onairmarc @laravel personally moved to most development in the cloud with @ampcode so probably won’t even bother with herd moving forward.\nloved what it was, but indeed don’t need another prompt box. nor do i really do local dev much anymore (except for some native apps)", "link": "https://twitter.com/33135576/status/2111173933584282029"}, {"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "shipping stuff from an ipad running orbs in @ampcode paired with @laravel cloud is just 🔥🔥🔥", "link": "https://twitter.com/1533751262042284033/status/2111174774919713002"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@tobimori @steveruizok @chatgpt @ampcode 100% just use @ampcode . it's weird that other cloud dev solutions have not figured this out yet. table stakes type stuff.", "link": "https://twitter.com/1796637816589529088/status/2110774607582253460"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@thorstenball @evanphx @alfarolabs @ampcode i spent few days properly setting it up and trying - saw everything, understood everything. and i see positioning as kind of opinionated agent for hipsters, i just don't understand what is special about this particular vms", "link": "https://twitter.com/184156307/status/2111130804499718617"}, {"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "baffles me that these cloud coding agents like @ampcode and @claudedevs don't come pre-installed with php", "link": "https://twitter.com/20868041/status/2110708148646695090"}, {"date": "2026-10-12", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@christophrumpel @ampcode this is my current struggle. i have to use large or xlarge orbs.", "link": "https://twitter.com/9415042/status/2109492870428381465"}]}}, "rel.service_errors": {"praise": 5, "complaint": 36, "n": 41, "weighted": {"praise": 2.06, "complaint": 16.85}, "praiseShare": 12.2, "ci95": [5.3, 25.5], "regard": 0.514, "regardCi95": [0.486, 0.542], "salience": 4.5, "receipts": {"praise": [{"date": "2026-09-18", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@rockorager @ampcode so quick, i left my desk for less than five minutes and it was back up 👍", "link": "https://twitter.com/33135576/status/2101085551021654105"}, {"date": "2026-09-18", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@rockorager @ampcode @sqs @thorstenball looks to be all good now, thanks for resolving quickly! muh orbs!", "link": "https://twitter.com/1118175955/status/2101086063066583079"}, {"date": "2026-09-01", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@codemullins @ampcode no. never happened in months of using it. and i use it 24/7.", "link": "https://twitter.com/881577286927036416/status/2094840438112845908"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode status page says things are good but i can't seem to start an orb. puck says \"the key clue is that the orb was allocated and ran for over ten minutes, while the usage record shows only a title-generation... suggests the agent stalled or failed during startup/execution.\"", "link": "https://twitter.com/9415042/status/2108970531844223025"}, {"date": "2026-10-05", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "hey @ampcode,\nwhat's wrong with connection? i have to reconnect every hour or so. is it something to do with daybreak acees? [link]", "link": "https://twitter.com/1089515309122367489/status/2106969643353256041"}, {"date": "2026-10-05", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "hey @ampcode,\nwhat's wrong with connection? i have to reconnect every hour or so. is it something to do with daybreak access? [link]", "link": "https://twitter.com/1089515309122367489/status/2106969698059628955"}]}}, "rel.response_speed": {"praise": 9, "complaint": 16, "n": 25, "weighted": {"praise": 6.9, "complaint": 10.54}, "praiseShare": 36.0, "ci95": [20.2, 55.5], "regard": 0.5132, "regardCi95": [0.493, 0.535], "salience": 2.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "one observation from using @ampcode : opus seems to churn through coding tasks noticeably faster than gpt sol. been surprised by how quickly it's putting up prs.\ncurious if the amp team has noticed similar differences in coding throughput between the two models.", "link": "https://twitter.com/2016294660658941952/status/2110578795505680872"}, {"date": "2026-10-08", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@taylorotwell @ampcode i was also pretty shocked at how fast it ran everything. idk how they’re doing that", "link": "https://twitter.com/19832122/status/2108097691523690697"}, {"date": "2026-09-30", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ruchernchong @ampcode it's way more responsive. no lag, no blur, just better to use!", "link": "https://twitter.com/9111552/status/2105262479638958295"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode had some slow experience accessing things from apac, i just feel jealous for anyone living in the us with minimum latency when orbin' lol", "link": "https://twitter.com/2022713436736753664/status/2111214216782987644"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "probably another niche request on my side, @ampcode , but using the terminal tab in the app on a thread that is running in the native app's runner (locally), it feels slow and choppy, as if not local...", "link": "https://twitter.com/2062509956574650368/status/2110017021433851927"}, {"date": "2026-10-07", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode you guys are crawwwwling. what’s the deal buy more compute!?", "link": "https://twitter.com/32337240/status/2107662306905821509"}]}}, "rel.client_failures": {"praise": 3, "complaint": 32, "n": 35, "weighted": {"praise": 2.04, "complaint": 16.75}, "praiseShare": 8.6, "ci95": [3.0, 22.4], "regard": 0.5115, "regardCi95": [0.477, 0.549], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "was exploring @ampcode, really impressed how small its memory footprint is! [link]", "link": "https://twitter.com/1065901711254908928/status/2107294004698349944"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode please, \nthreads are failing to load and now the desktop app is dead too [link]", "link": "https://twitter.com/1138798227111776257/status/2111753490041061801"}, {"date": "2026-10-01", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "renaming threads on the ios test flight @ampcode crashing the app amp_bug_26rcrcfoyhxgtnojagqizk", "link": "https://twitter.com/1940807256377118724/status/2105525732810375294"}, {"date": "2026-09-20", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode the ask question tool works great on the web ui, but is buggy on the tui. \ni selected the answer, it didn't reach to the model, but then i opened the web, and then chose the same option there, it worked... have a look pls :)", "link": "https://twitter.com/1957706668034387968/status/2101695639709167693"}]}}, "rel.update_breakage": {"praise": 3, "complaint": 5, "n": 8, "weighted": {"praise": 1.8, "complaint": 2.64}, "praiseShare": 37.5, "ci95": [13.7, 69.4], "regard": 0.5149, "regardCi95": [0.497, 0.537], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@divdotdev @ampcode love him but the latest update removed the minimise option for me! :( [link]", "link": "https://twitter.com/9111552/status/2102318844928794663"}]}}, "account.support": {"praise": 29, "complaint": 9, "n": 38, "weighted": {"praise": 14.95, "complaint": 6.21}, "praiseShare": 76.3, "ci95": [60.8, 87.0], "regard": 0.6119, "regardCi95": [0.575, 0.652], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@tobimori @steveruizok @chatgpt @ampcode oh sure. yeah, no tool is perfect. i'm sending minor bug reports / feature requests to them all the time. but amp is good, thoughtful, forward-thinking, they listen, and they ship!", "link": "https://twitter.com/1796637816589529088/status/2110778863471177799"}, {"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "reported a bug in @ampcode, less than 30 minutes later i get a personal(!) email that it's solved and will be rolled out later today.\nwow! this is the bar now!\nkudos @nicolaygerold", "link": "https://twitter.com/2385015511/status/2109987646034325646"}, {"date": "2026-10-08", "source": "X", "community": "@AmpCode", "polarity": "praise", "text": "@ampcode. this is a sweet way to acknowledge bug reporting and its fixed too [link]", "link": "https://twitter.com/38651218/status/2108034167082811845"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode does [email] work? i send requests there, but i don't get confirmation that it was received nor hear back from anyone.", "link": "https://twitter.com/19506770/status/2110018658282160213"}, {"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode happened to us as well.\nwe gave up on support and about to setup new accounts.\nseems like very common issue.", "link": "https://twitter.com/1089515309122367489/status/2102754710373691815"}, {"date": "2026-09-07", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode hi @sqs, can you help me? it seems no one has responded to the bug report i submitted through the web.", "link": "https://twitter.com/1455730994976227331/status/2096832701366141307"}]}}, "account.billing_errors": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.03}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4974, "regardCi95": [0.495, 0.499], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-21", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode @beyang running into a bespoke card billing issue for my work team account. we hit a daily limit on friday, i believe we've cleared that up but am now struggling to get it to transact in amp.", "link": "https://twitter.com/846636421/status/2102089871838040544"}, {"date": "2026-09-11", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "why are you dirty bastards trying to rinse my bank account with over 100 transactions?? dirty thieving c&£ts \n@ampcode", "link": "https://twitter.com/976768602828402688/status/2098486645288751535"}]}}, "account.bans_restrictions": {"praise": 1, "complaint": 7, "n": 8, "weighted": {"praise": 0.71, "complaint": 4.33}, "praiseShare": 12.5, "ci95": [2.2, 47.1], "regard": 0.5046, "regardCi95": [0.491, 0.53], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @ampcode if you're not in the us right now, it seems to be easier to get blocked. 😅", "link": "https://twitter.com/1820087559634202624/status/2102782610691035391"}, {"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "hi @ampcode, my amp account has been blocked since october 11 with the error “access blocked, please contact support.”\ni’ve emailed [email] multiple times but haven’t received any response.\ncould someone from your team please review my case or help me? \nthank you!", "link": "https://twitter.com/1415478917872328704/status/2111844060734591038"}, {"date": "2026-10-18", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@ampcode @sqs @thorstenball hi @ampcode, my amp account has been blocked since october 11 with the error “access blocked, please contact support.”\ni’ve emailed [email] multiple times but haven’t received any response.\ncould someone from your team please review my case or help escalate it?", "link": "https://twitter.com/1415478917872328704/status/2111844260865827008"}]}}, "account.data_privacy": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.59, "complaint": 1.77}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.5013, "regardCi95": [0.495, 0.511], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "is that expected that i can view personal threads on @ampcode if i am a workspace admin?\ni though personal was... personal ? @sqs", "link": "https://twitter.com/474153793/status/2105058589836480868"}, {"date": "2026-09-29", "source": "X", "community": "@AmpCode", "polarity": "complaint", "text": "@sqs @romainlanz @ampcode i get why it works that way, but honestly still feels weird from a privacy standpoint\neven if no one's looking, knowing they could makes me feel watched/spied. makes me think twice about using amp more, even though i'd like to\nbut maybe it's just me 🤓", "link": "https://twitter.com/697207221097275392/status/2105063286995558713"}]}}}, "requests": {"authorWeeks": 468, "themes": [{"theme": "Claude subscription usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 35, "posts": 38, "examples": [{"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "@adamwathan @ampcode the barrier is always the same. can i bring claude sub or not.", "link": "https://twitter.com/2840622061/status/2108734680162087252"}, {"agent": "amp", "date": "2026-10-04", "source": "X", "community": "@AmpCode", "text": "@nikstep @ampcode i came away super impressed. got set up in like 5 minutes.\nbut tbh if i can’t use subsidized anthropic models it will have to wait. it’s really unfortunate. [link]", "link": "https://twitter.com/2544193734/status/2106810124375392513"}, {"agent": "amp", "date": "2026-09-30", "source": "X", "community": "@AmpCode", "text": "would be great if we could use @ampcode orbs with our @claudeai subscription", "link": "https://twitter.com/1743576399191883776/status/2105251675208618446"}]}, {"theme": "Subscriptions usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 17, "posts": 19, "examples": [{"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "@ampcode maybe interested in supporting the usecase \"bringing in my copilot subscription\"? employer pays the sub and has a whole bunch of models.", "link": "https://twitter.com/2567249282/status/2110620846796554245"}, {"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "@ampcode your amp oauth page doesn't have \"sign in with codex\" option. so if we signed up to your service with it and have access to the web app. but then try to connect the cli to it, it doesn't work.", "link": "https://twitter.com/15952889/status/2109866051681112419"}, {"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "not being able to use our @openai or @claudeai subscriptions is @cursor_ai is the biggest blocker for me\nlike no way am i going to spend $4,000 usd on api credits through cursor when i can use my subscription in @ampcode for $300/mo\npls @poteto work your magic", "link": "https://twitter.com/1788108425400123392/status/2109845059835412587"}]}, {"theme": "Multiple subscriptions active at once", "criterion": "billing.subscription_portability", "authorWeeks": 8, "posts": 10, "examples": [{"agent": "amp", "date": "2026-10-14", "source": "X", "community": "@AmpCode", "text": "@jeremylangevin9 @ampcode @thorstenball @sqs +1, i wouldn't mind this as well. or maybe subscription selector within the dial itself", "link": "https://twitter.com/2000470921329709056/status/2110301031821099435"}, {"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode really appreciate your active support here on x\n1. understood, make sense. and there is also no \"workaround\" like a \"community plugin system\" ? 😂\n2. would be amazing to use dial with the subs", "link": "https://twitter.com/3352891385/status/2109749435269869609"}, {"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "i love that @ampcode now supports claude! one request, @thorstenball and @sqs is there any chance that project-based connections is a thing coming soon? (work vs play ai subs based on project settings).", "link": "https://twitter.com/1405835361021042691/status/2109653765561504200"}]}, {"theme": "Run cloud agents on own infrastructure", "criterion": "surfaces.cloud_sessions", "authorWeeks": 8, "posts": 8, "examples": [{"agent": "amp", "date": "2026-10-14", "source": "X", "community": "@AmpCode", "text": "@ampcode finally gave orbs a proper try and this really is fantastic. is there any way to run the orb on a machine i control? (i have a quite powerful nas that spends most of its life unused)", "link": "https://twitter.com/1007894812744282112/status/2110251032471343296"}, {"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "@karlclement @flodev @sqs @tobimori @ampcode @sagtanih would this be something we can jump on as well? would love to beta test byo orbs.", "link": "https://twitter.com/1907125052736184321/status/2109884369846370439"}, {"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "@ampcode portals for self hosted runners wen 😂\ndesktop mode works but alas i miss my cloud features.", "link": "https://twitter.com/22610703/status/2109814075274522804"}]}, {"theme": "macOS cloud environments for agents", "criterion": "surfaces.cloud_sessions", "authorWeeks": 7, "posts": 8, "examples": [{"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "@taylorotwell @ampcode until morbs are available everywhere, ios development definitely needs some custom runners.", "link": "https://twitter.com/20612511/status/2109658491405373693"}, {"agent": "amp", "date": "2026-09-30", "source": "X", "community": "@AmpCode", "text": "dear @ampcode , any plans to release mac orbs? that paired with a could ios device would make ios dev so much easier.", "link": "https://twitter.com/881577286927036416/status/2105226945461932208"}, {"agent": "amp", "date": "2026-09-25", "source": "X", "community": "@AmpCode", "text": "@sqs @sixhobbits @ampcode @sqs they’re good. i really liked devin macos orb. amp macos orb wen?", "link": "https://twitter.com/1553373273639256065/status/2103437963472539744"}]}, {"theme": "Group sidebar sessions by project", "criterion": "ui.display_settings", "authorWeeks": 6, "posts": 7, "examples": [{"agent": "amp", "date": "2026-10-18", "source": "X", "community": "@AmpCode", "text": "@sqs @crasperjoome @ampcode having a better sidebar would help a lot!", "link": "https://twitter.com/474153793/status/2111888285324693551"}, {"agent": "amp", "date": "2026-09-07", "source": "X", "community": "@AmpCode", "text": "@sqs @josevalerio @ampcode add an agent-controlled sidebar mode to let a subagent present the best \"current\" threads tree/list/etc", "link": "https://twitter.com/132882990/status/2096911111131894250"}, {"agent": "amp", "date": "2026-09-06", "source": "X", "community": "@AmpCode", "text": "i beg you @ampcode \ni don’t want to make projects, or tag shit manually \ngive me the clusters of work again [link]", "link": "https://twitter.com/1420340648117510149/status/2096739242193887449"}]}, {"theme": "Customizable model picker", "criterion": "ui.display_settings", "authorWeeks": 5, "posts": 6, "examples": [{"agent": "amp", "date": "2026-09-26", "source": "X", "community": "@AmpCode", "text": "@ampcode it would be nice if model selection was ordered by used most often. i often find myself switching between a couple of models but having to scroll through all of the options. this in all uis", "link": "https://twitter.com/188892343/status/2103868071928897983"}, {"agent": "amp", "date": "2026-09-23", "source": "X", "community": "@AmpCode", "text": "@jkudish @ampcode agree! could be an option in \"build your own dial\" to just add a couple more. sometimes i want \"high but with fable\" vs my regular high with sol.", "link": "https://twitter.com/1567548474794835969/status/2102856772021305745"}, {"agent": "amp", "date": "2026-09-23", "source": "X", "community": "@AmpCode", "text": "@skastr052 @ampcode maybe with build your own dial, you could choose how many spots you have up to a reasonable maximum?", "link": "https://twitter.com/33135576/status/2102841110309797938"}]}, {"theme": "Custom OpenAI-compatible provider endpoints", "criterion": "setup.provider_byok_local", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "amp", "date": "2026-09-14", "source": "X", "community": "@AmpCode", "text": "@benvargas @ampcode @sqs same! have been waiting a very, very long time to connect my cliproxyapi… [link]", "link": "https://twitter.com/1455730994976227331/status/2099510909400195253"}, {"agent": "amp", "date": "2026-09-07", "source": "X", "community": "@AmpCode", "text": "when will the megawatt subcription account be enabled for custom base url byok?, i’ve been waiting for it so long @sqs @ampcode 🥲", "link": "https://twitter.com/1800425844491620352/status/2096782766776221869"}, {"agent": "amp", "date": "2026-09-01", "source": "X", "community": "@AmpCode", "text": "@sqs @socksmyrocks @ampcode would it add support for any baseurl or only whitelisted?", "link": "https://twitter.com/817707228912357377/status/2094878138320695803"}]}, {"theme": "GPT-6 Sol and Luna model support", "criterion": "models.catalog_access", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "amp", "date": "2026-09-28", "source": "X", "community": "@AmpCode", "text": "why still no gpt6-sol in the \"low\" and \"medium\" dial modes? @ampcode [link]", "link": "https://twitter.com/2062509956574650368/status/2104601900461215997"}, {"agent": "amp", "date": "2026-09-22", "source": "X", "community": "@AmpCode", "text": "i'm seeing visions of 6 sol agent + opus 5.5 oracle and i need it yesterday in @ampcode", "link": "https://twitter.com/1281249457703538688/status/2102474111570366753"}]}, {"theme": "Linux desktop app and Linux support", "criterion": "setup.install_signin", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "amp", "date": "2026-10-17", "source": "X", "community": "@AmpCode", "text": "@rockorager @ampcode we need this native omarchy amp! match made in heaven", "link": "https://twitter.com/1693542458997563392/status/2111510416484393321"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "@rockorager @ampcode where can i get the native version that runs on linux? the macos app has been pretty good, but i miss being on linux!", "link": "https://twitter.com/129716485/status/2111201625788301591"}, {"agent": "amp", "date": "2026-09-30", "source": "X", "community": "@AmpCode", "text": "hey @ampcode, any chance ya boy can get a linux app?\ni got used to having the app on my macbook but my home machines are ubuntu.", "link": "https://twitter.com/1068569182986334208/status/2105381827800162769"}]}, {"theme": "Multi-account switching", "criterion": "setup.install_signin", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "if @ampcode supported multiple accounts for each sub-provider, i would ditch it for everything else.\nit's such a great product, and orbs are very transparently implemented - i never really have to care about them.\nbut currently having to login/logout is a pain. t3code nails it", "link": "https://twitter.com/165356795/status/2110628837541474610"}, {"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode can we use multiple openai and claude accounts?", "link": "https://twitter.com/1004220018/status/2108792049789272138"}, {"agent": "amp", "date": "2026-09-28", "source": "X", "community": "@AmpCode", "text": "@sqs @homborg @ampcode i've tried a several times to sign into both of the accounts in this screenshots, but i only see one of them in amp. i'm able to use both accounts with the codex cli. i switch between them when i run out of usage. [link]", "link": "https://twitter.com/36411940/status/2104539048916156631"}]}, {"theme": "Opus 5.5 model support", "criterion": "models.catalog_access", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "@benvargas @____hnsn @ampcode yeah that's my medium mode right now and add opus 5.5 medium for subagents :)", "link": "https://twitter.com/1705384263867379712/status/2108794699133903047"}, {"agent": "amp", "date": "2026-09-23", "source": "X", "community": "@AmpCode", "text": "we need a strong response with astra 6.1.\nstill playing with opus 5.5. hammering all night didn't move any usage much.\nnot super impressed but it's moving much smarter than gpt 6 sol.\nbiggest pain point is not driving via @ampcode for opus 5.5. [link]", "link": "https://twitter.com/51510563/status/2102771724643168704"}, {"agent": "amp", "date": "2026-09-22", "source": "X", "community": "@AmpCode", "text": "@ampcode it's been sometime - looking forward to your post about opus 5.5 and update to the default dial :p", "link": "https://twitter.com/85549810/status/2102480563596591364"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 71, "negative": 57, "positiveShare": 55.5, "ci95": [46.8, 63.8]}, {"week": "2026-09-07", "positive": 62, "negative": 41, "positiveShare": 60.2, "ci95": [50.5, 69.1]}, {"week": "2026-09-14", "positive": 74, "negative": 30, "positiveShare": 71.2, "ci95": [61.8, 79.0]}, {"week": "2026-09-21", "positive": 76, "negative": 61, "positiveShare": 55.5, "ci95": [47.1, 63.5]}, {"week": "2026-09-28", "positive": 76, "negative": 71, "positiveShare": 51.7, "ci95": [43.7, 59.6]}, {"week": "2026-10-05", "positive": 102, "negative": 51, "positiveShare": 66.7, "ci95": [58.9, 73.6]}, {"week": "2026-10-12", "positive": 96, "negative": 45, "positiveShare": 68.1, "ci95": [60.0, 75.2]}], "weeklyScore": [{"week": "2026-08-31", "authors": 270, "reach": {"shareOfVoice": 0.83, "value": 0.507}, "regard": {"value": 0.52, "ci95": [0.508, 0.532]}, "score": {"value": 51.6, "ci95": [48.6, 54.9]}, "ranking": {"rank": 7, "rankRange": [5, 10]}}, {"week": "2026-09-07", "authors": 224, "reach": {"shareOfVoice": 0.73, "value": 0.414}, "regard": {"value": 0.524, "ci95": [0.512, 0.537]}, "score": {"value": 49.3, "ci95": [47.1, 51.5]}, "ranking": {"rank": 7, "rankRange": [6, 10]}}, {"week": "2026-09-14", "authors": 254, "reach": {"shareOfVoice": 0.82, "value": 0.448}, "regard": {"value": 0.538, "ci95": [0.524, 0.552]}, "score": {"value": 53.4, "ci95": [50.4, 56.2]}, "ranking": {"rank": 5, "rankRange": [4, 9]}}, {"week": "2026-09-21", "authors": 321, "reach": {"shareOfVoice": 0.89, "value": 0.499}, "regard": {"value": 0.519, "ci95": [0.508, 0.53]}, "score": {"value": 51.0, "ci95": [49.4, 52.7]}, "ranking": {"rank": 6, "rankRange": [5, 8]}}, {"week": "2026-09-28", "authors": 353, "reach": {"shareOfVoice": 0.98, "value": 0.509}, "regard": {"value": 0.508, "ci95": [0.494, 0.521]}, "score": {"value": 49.7, "ci95": [47.4, 51.9]}, "ranking": {"rank": 7, "rankRange": [6, 11]}}, {"week": "2026-10-05", "authors": 384, "reach": {"shareOfVoice": 1.23, "value": 0.559}, "regard": {"value": 0.535, "ci95": [0.522, 0.547]}, "score": {"value": 55.1, "ci95": [53.1, 57.0]}, "ranking": {"rank": 5, "rankRange": [4, 6]}}, {"week": "2026-10-12", "authors": 398, "reach": {"shareOfVoice": 1.49, "value": 0.592}, "regard": {"value": 0.534, "ci95": [0.523, 0.545]}, "score": {"value": 55.9, "ci95": [53.9, 58.1]}, "ranking": {"rank": 5, "rankRange": [3, 6]}}]}, {"id": "factory", "name": "Factory", "maker": "Factory", "sources": [{"channel": "X", "selector": "@FactoryAI", "posts": 2652}, {"channel": "X", "selector": "@droid", "posts": 1092}, {"channel": "Reddit", "selector": "r/FactoryAi", "posts": 28}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 20}, {"channel": "G2", "selector": "G2", "posts": 9}], "records": 3801, "judgingPosts": 1055, "authors": 1396, "authorWeeks": 1916, "reach": {"shareOfVoice": 0.97, "weightedUsers": 980.8, "value": 0.475}, "regard": {"positiveAuthorWeeks": 289, "negativeAuthorWeeks": 211, "rawPositiveShare": 57.8, "rawCi95": [53.4, 62.1], "value": 0.572, "ci95": [0.553, 0.591]}, "score": {"value": 55.1, "ci95": [52.8, 57.2], "popularityZ": -0.244, "loveZ": 0.94}, "ranking": {"rank": 6, "rankRange": [5, 7]}, "levers": {}, "criteria": {"paying": {"praise": 74, "complaint": 103, "n": 177, "weighted": {"praise": 51.93, "complaint": 67.74}, "praiseShare": 41.8, "ci95": [34.8, 49.2], "regard": 0.5809, "regardCi95": [0.543, 0.618], "salience": 35.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@soareso @factoryai yeah me too they are really solid and the best thing is the droid core pool feels unlimited", "link": "https://twitter.com/1466416677713854477/status/2111508276852502789"}, {"date": "2026-10-17", "source": "X", "community": "@droid", "polarity": "praise", "text": "gemini 4 argon is in @droid at 0.8x, half off, the same rate as sonnet 5.5. i'm putting it on validator duty in my missions: a checker from a different model family than the worker doesn't share its blind spots. cheapest way i know to test a frontier model on real code. [link]", "link": "https://twitter.com/2097323326993465344/status/2111359903872991261"}, {"date": "2026-10-16", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "gemini 4 argo on half price of opus 5.5 its gold! @droid @factoryai [link]", "link": "https://twitter.com/144564973/status/2111227174610964730"}, {"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "praise", "text": "@adxtyahq i'm feeling unlimited usage in @droid sub\nafter switching to $200", "link": "https://twitter.com/1812492025683664896/status/2109872442458124703"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/FactoryAi", "polarity": "praise", "text": "have the $200 plan and it’s been great. limits actually stretch pretty reasonably long due to factory’s insanely good harness. \nbeen running opus 5.5 on high with like 8 subagents and haven’t hit the 5 hr limit lol", "link": "https://www.reddit.com/r/FactoryAi/comments/1x2batu/how_generous_are_usage_limits_on_the_200_plan/pf25qt4/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@ain3sh @itscynnamoroll @factoryai yeah its the same thing\nwhy do you guys think 80 hrs of compute/month is all a person needs? \nnow i have to use all of my remaining usage locally\nor is there something wrong that im doing? im using environments [link]", "link": "https://twitter.com/1579709674135621637/status/2111816779018404204"}, {"date": "2026-10-16", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "so disappointed with @factoryai \nthis is the $200 plan remember, having just 80 hours of cloud agents limit.\nand they want to compete with devin 🙄 [link]", "link": "https://twitter.com/1579709674135621637/status/2111157280016339426"}, {"date": "2026-10-15", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid but can we have more usage? the usage is not really good.although i'm at the20plan, my friend at the200plan faces the same issue too. 🥹🥹🥹🥹", "link": "https://twitter.com/1518742213936570368/status/2110867042983395654"}, {"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@fei2411 @droid with the current package and configuration, it is far inferior to the amp next door.", "link": "https://twitter.com/50683/status/2110062840292032848"}, {"date": "2026-10-11", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @droid @factoryai i spent my monthly max limit in two weeks. 😭\nfactory is good if you use the \"under 1x\" models, but if you go with a frontier model it's over.", "link": "https://twitter.com/23220904/status/2109320125509931235"}]}}, "setup": {"praise": 31, "complaint": 37, "n": 68, "weighted": {"praise": 21.34, "complaint": 24.47}, "praiseShare": 45.6, "ci95": [34.3, 57.3], "regard": 0.5141, "regardCi95": [0.487, 0.542], "salience": 13.6, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "praise", "text": "@sqs @beyang you can't use a claude code or muse code subscription in amp. this is a stark contrast to \nyou can't use a claude code or muse code subscription in amp locally. this is a stark contrast to @droid that readily accepts localhost as base url for custom model.", "link": "https://twitter.com/260499727/status/2104728192091365611"}, {"date": "2026-09-27", "source": "X", "community": "@droid", "polarity": "praise", "text": "so yeah, you can use custom models in @droid cli, which is great currently trying this setup, is performing great so far ! [link] [link]", "link": "https://twitter.com/2028221376092581888/status/2104173498101117143"}, {"date": "2026-09-24", "source": "X", "community": "@droid", "polarity": "praise", "text": "@tereza_tizkova @droid @tastelabs it’s really nice - i’ve enjoyed learning how to setup and work with the design system. \ni dove right in with the trial - it will take you a long way towards understanding the platform\nso far, sooo good!", "link": "https://twitter.com/1681456803832561664/status/2103159986998456329"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/FactoryAi", "polarity": "praise", "text": "you can easily add a custom model with api key. that’s what i do and deepseek is cheap enough to not worry about it.", "link": "https://www.reddit.com/r/FactoryAi/comments/1wclb3w/deepseek_v41_flash/p8zh7yw/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai not a huge deal but i have to remove and readd the github integration in order to get newly created repos to the environment interface.", "link": "https://twitter.com/1923709631265959936/status/2110519748601504165"}, {"date": "2026-10-10", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid dart, @bearnotesapp and @ticktickteam these mcps are works then all of a sudden, looks like cli doesn’t know about these mcps and how to use them. always having this same pattern", "link": "https://twitter.com/2995471962/status/2108777495386566673"}, {"date": "2026-10-08", "source": "X", "community": "@droid", "polarity": "complaint", "text": "factory @droid is currently not usable in t3 code @tereza_tizkova as no configoptions are returned like the acp specs require: [link]", "link": "https://twitter.com/392698133/status/2108074580963418504"}, {"date": "2026-10-03", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai i might be very dumb, but i can't for the life of me figure out how to set up a droid. it isn't finding _any_ repos available.", "link": "https://twitter.com/245060834/status/2106477549174075490"}, {"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid i want to subscribe to your max package, but i am not allowed to register at all. i am stuck at the phone registration, and i was not given the format for registering with my chinese phone number.", "link": "https://twitter.com/2095207578381017088/status/2104961033475674155"}]}}, "models": {"praise": 55, "complaint": 25, "n": 80, "weighted": {"praise": 39.2, "complaint": 15.89}, "praiseShare": 68.8, "ci95": [57.9, 77.8], "regard": 0.6127, "regardCi95": [0.582, 0.642], "salience": 16.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@antceowt this is droid from @factoryai , they gifted me $200 max plan. it's really great with opus 5.5.", "link": "https://twitter.com/982678035320094720/status/2111893819319058716"}, {"date": "2026-10-18", "source": "X", "community": "@droid", "polarity": "praise", "text": "@nicolasmelo @willdobrev this cost only $10 with this model, and i didn't notice any loss of quality compared to claude!!! \nand it wasn't even this 1017 that everyone is talking about \ni only advise using it through @droid and not opencode [link]", "link": "https://twitter.com/1247652022754689024/status/2111695907330671074"}, {"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@chris_petkas @factoryai @matansf they got mistral in plenty early and that's been the biggest ai thing for me in a hot minute. finding issues to fix is the hard part.", "link": "https://twitter.com/1923709631265959936/status/2110012163536630108"}, {"date": "2026-10-08", "source": "X", "community": "@droid", "polarity": "praise", "text": "just testing mistral medium 3.5 with @droid refreshing model. surprisingly good.", "link": "https://twitter.com/1590702228234391552/status/2108157838883455440"}, {"date": "2026-10-07", "source": "X", "community": "@droid", "polarity": "praise", "text": "@htmleverything @droid @_qudo they are 100% next level. \nthe biggest selling point for me on droid was being able to combo just about any major model (try it on $20 plan)\n@_qudo went full codex maxi for now tho [link]", "link": "https://twitter.com/1515036735826186248/status/2107940333556293816"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@fellipesoares @droid opus 5.5, though heads up: they downgrade you to kimi k3 once you hit the limit. also, on the droid cli, you have to toggle off that setting if you don't want it added as a co-author.", "link": "https://twitter.com/1783744572977455104/status/2105742742790025518"}, {"date": "2026-09-26", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "hey @factoryai, i think custom models are broken in the app right now.\ni’m unable to see or select any of my custom models from the model picker. they just don’t show up at all, so i can’t use them.\nnot sure if this is a recent regression, but would appreciate a fix. @ross_cefalu", "link": "https://twitter.com/1625280993966923777/status/2103738831778529329"}, {"date": "2026-09-22", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@tereza_tizkova @factoryai @droid i have been trying to ask you about deepseek 4.1 flash being offered for weeks", "link": "https://twitter.com/1258455699073441793/status/2102454686070571282"}]}}, "context": {"praise": 13, "complaint": 11, "n": 24, "weighted": {"praise": 8.64, "complaint": 7.1}, "praiseShare": 54.2, "ci95": [35.1, 72.1], "regard": 0.5144, "regardCi95": [0.498, 0.533], "salience": 4.8, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@droid", "polarity": "praise", "text": "@wholyv smart auto compact is one of the reason why @droid is the best coding agent.", "link": "https://twitter.com/1811332417099055105/status/2108524032710607206"}, {"date": "2026-09-27", "source": "X", "community": "@droid", "polarity": "praise", "text": "first time using anthropic models (opus 5.5). i use @droid.\ni gave it a task to design a landing page for my current project, and it asked questions i have never seen from an agent before. i hope the result comes out good, but so far, it's really impressive and i might not use openai models, unless they actually have a god response.\nalso can only recommend the factory app. it's genuinely brilliant, and the fact that i can use my own laptop or homeserver as remot machine over the web is simply genious.", "link": "https://twitter.com/1821640621347495936/status/2104230757883388046"}, {"date": "2026-09-07", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "with other harnesses, i had to watch them closely because you never knew where they might veer off. \nwith droid, there was no need for that, and i could barely notice any difference even across different frontier models. \neveryone i recommended it to and who tried it was amazed, like \"is this the power of a harness?\"", "link": "https://twitter.com/1620561425600221184/status/2097105067631681580"}, {"date": "2026-09-06", "source": "X", "community": "@droid", "polarity": "praise", "text": "most impressive thing about this so far - it's usable in @droid\ni have it running a /loop - it's fast enough to write code and of course with the superb context it can handle everything without constant compacting\nbest of all, my hermes agent doesn't have to queue - it can use one of the other four slots\none spark = an agentic software factory\na few months ago, i would have avoided the spark\nnow, with software improvements it's become a must have in my ai arsenal", "link": "https://twitter.com/1382136217601417222/status/2096421471535157332"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@adityavg13 @droid a conversation can hold three days of context without crashing? after running for two days, it just becomes incredibly dumb.", "link": "https://twitter.com/1212651734209724416/status/2105044576574779876"}]}}, "work": {"praise": 134, "complaint": 31, "n": 165, "weighted": {"praise": 95.49, "complaint": 20.01}, "praiseShare": 81.2, "ci95": [74.6, 86.4], "regard": 0.6159, "regardCi95": [0.587, 0.643], "salience": 33.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid has already managed to reduce p90 by over 50% in a single pass, and it's still going! i'm not stopping until i'm confident that we're at the limits of the servers themselves. git can and will scale far beyond what github could ever imagine. [link] [link]", "link": "https://twitter.com/2070908287978246144/status/2111933547984588823"}, {"date": "2026-10-15", "source": "X", "community": "@droid", "polarity": "praise", "text": "btw it's oneshot on @droid :)\nhyperframes + a reference video [link]", "link": "https://twitter.com/1812492025683664896/status/2110777990422667576"}, {"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@itscynnamoroll @factoryai @namespacetab i have to agree. during the 15 days i’ve been testing it, it hardly ever got the route wrong, regardless of the mode used. it feels like i’ve been using it my whole life.", "link": "https://twitter.com/23220904/status/2110254815200620891"}, {"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid mission mode is fantastic—long tasks run continuously for 7 hours and still work, which is great. [link]", "link": "https://twitter.com/1159835302275346433/status/2109799365552624090"}, {"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid it can run continuously without interruption, with good dosage control.", "link": "https://twitter.com/1159835302275346433/status/2109799551477624868"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@oliverzhang29 @factoryai argon is running for 5 hours straight and when i asked why it said it's searching for all the outdoors in [city] lmao", "link": "https://twitter.com/2102780896692621312/status/2110536505458348089"}, {"date": "2026-10-14", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid sometime when failed to start a subagent, it will hang all process and keep counting up. [link]", "link": "https://twitter.com/2104010083500011520/status/2110398603110031378"}, {"date": "2026-10-05", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@itscynnamoroll @droid although had to keep pausing it inbetween sometimes", "link": "https://twitter.com/1333161864/status/2106992749736333619"}]}}, "checking": {"praise": 7, "complaint": 3, "n": 10, "weighted": {"praise": 5.61, "complaint": 2.13}, "praiseShare": 70.0, "ci95": [39.7, 89.2], "regard": 0.5084, "regardCi95": [0.496, 0.522], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "today, i implemented @factoryai droid review to run after every submitted pr, using gpt-6 luna max.\nit found 4 issues (i used opus 5.5 for the spec and glm 5.3 flash as the worker).\nit is definitely worth conducting reviews using different code models. if the validation is performed by the person who wrote the code, you are unlikely to encounter any points of disagreement.", "link": "https://twitter.com/23220904/status/2110363877317701855"}, {"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "praise", "text": "a real bug: clockedin's tests passed. its attendance tab crashed.\n@droid reproduced it on the iphone simulator with @swmansion's argent, fixed it, got overruled by lint, fixed it again, and checked the phone.\nrun 3 of 3 · #closetheloop [link]", "link": "https://twitter.com/947588323/status/2109992549452751114"}, {"date": "2026-10-11", "source": "X", "community": "@droid", "polarity": "praise", "text": "tap the heart in pocket-no. favorites stays empty.\n@droid reproduced it on the iphone simulator with @swmansion's argent, fixed it, caught that its first check proved nothing, and verified a fresh add.\nrun 1 of 3 · #closetheloop [link]", "link": "https://twitter.com/947588323/status/2109267781371760969"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@philipnora7 @factoryai mission mode helps until the model optimizes for the checkbox instead of the diff. we hit that when cli agents \"finished\" with a summary and skipped the failing test", "link": "https://twitter.com/1847773141231423489/status/2105469362174095644"}]}}, "interface": {"praise": 28, "complaint": 40, "n": 68, "weighted": {"praise": 22.14, "complaint": 26.36}, "praiseShare": 41.2, "ci95": [30.3, 53.0], "regard": 0.5108, "regardCi95": [0.484, 0.538], "salience": 13.6, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@droid", "polarity": "praise", "text": "@thecoderbtw agree. and sometimes you need a data viz. for coding, i think @droid nailed the ui. way underrated harness.", "link": "https://twitter.com/1531318899630809089/status/2110371858415517927"}, {"date": "2026-10-12", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "i've been moving more of my dev environment to cloud agents, especially for long-running @droid missions and loving the flexibility. though reproducibility has been a pain\n@factoryai 's new environment blueprints tackle exactly that. time to get droiding! [link]", "link": "https://twitter.com/2101299643485196288/status/2109745495245496629"}, {"date": "2026-10-09", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@adityawaslost @droid @factoryai fr i'm addicted with driod mission mode,\nlate night opus with my phone 🧑🏻🍳", "link": "https://twitter.com/1812492025683664896/status/2108433332166082784"}, {"date": "2026-10-07", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@pseudo_sid26 @orca_build @factoryai try droid app instead of cli, you'll not need anything else", "link": "https://twitter.com/1485557841880829953/status/2107914074831114674"}, {"date": "2026-10-06", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid hey you guys finally change your ui into more cleaner better for reading ui !! [link]", "link": "https://twitter.com/1518742213936570368/status/2107347842687979964"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@droid", "polarity": "complaint", "text": "i know it probably isn't a top priority but i hope @droid can improve the web interface on mobile. on my pixel 10 pro it's kind of a mess with elements overflowing, some fields not being clickable, and generally feeling laggy. [link]", "link": "https://twitter.com/2070908287978246144/status/2110827604936933791"}, {"date": "2026-10-04", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @droid @factoryai yeh i agree with you on the con, bad ux for me as well.\nalso have tried the browser if you switch thread it closes.", "link": "https://twitter.com/1261173216455712768/status/2106828931337007512"}, {"date": "2026-09-30", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai the archive session tooltip covering up new session button would be nice. the new session button just shows the project and to the side. trivial behavior but bugs me.", "link": "https://twitter.com/1923709631265959936/status/2105436180347322687"}]}}, "reliability": {"praise": 14, "complaint": 36, "n": 50, "weighted": {"praise": 10.3, "complaint": 26.79}, "praiseShare": 28.0, "ci95": [17.5, 41.7], "regard": 0.5315, "regardCi95": [0.498, 0.568], "salience": 10.0, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "the speed of deepseek v4.1 flash in @droid is mind blowing. makes me rethink the ollama subscription - when @factoryai has it all. [link]", "link": "https://twitter.com/1590702228234391552/status/2104263092364615842"}, {"date": "2026-09-27", "source": "X", "community": "@droid", "polarity": "praise", "text": "the speed of deepseek v4.1 flash in @droid is mind blowing. makes me rethink the ollama subscription - when @factory has it all. [link]", "link": "https://twitter.com/1590702228234391552/status/2104258455695741401"}, {"date": "2026-09-11", "source": "X", "community": "@droid", "polarity": "praise", "text": ".@trycua + @droid + deepseek v4.1\npeak performance + super fast [link]", "link": "https://twitter.com/1430859177576976392/status/2098408456260874660"}, {"date": "2026-10-03", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "deepseek v4.1 flash in droid is crazy fast, and super cheap\n> 325 tok/s\np/s: i asked droid to update itself to show the speed in the statusline\nwell done @factoryai [link]", "link": "https://twitter.com/268082406/status/2106491811938124201"}, {"date": "2026-09-15", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid @zai_org this morning, i gave a task to sol5.6 high with codex and after 4.5 hours, i had to stop but it was going nowhere and burning my weekly credit. then i used droid + glm5.3 load on my mac studio m3 ultra: it completed very well the task in about 1 hour", "link": "https://twitter.com/1954882023769944064/status/2099849372238323983"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai anything possible to do with argon always at capacity? it's working for 20m then stop with error", "link": "https://twitter.com/299279185/status/2111848678495277564"}, {"date": "2026-10-18", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai is anything possible to do with argon always at capacity? it's working for 20m then stop with error", "link": "https://twitter.com/299279185/status/2111848842157003079"}, {"date": "2026-10-15", "source": "X", "community": "@droid", "polarity": "complaint", "text": "hey @droid i keep running into this in my threads: \n403 {\"detail\":\"forbidden\",\"status\":403,\"title\":\"forbidden\",\"requestid\":\"pdx[IP address]ws-[number][card number][number]e4f98\"}", "link": "https://twitter.com/1842676170720231425/status/2110559701444280589"}, {"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @factoryai @droid since droid is very slow, i tried a medium-sized task; it took over 8 hours, so i got frustrated and stopped it. i switched back to claude code and finished the rest in two hours.", "link": "https://twitter.com/1027587643079622656/status/2110234129061032384"}, {"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @droid @factoryai honestly for me it was just a simple port and it ended up taking me along time cause opus 5.5 had timed out alot of times on my end", "link": "https://twitter.com/1374290383455232000/status/2110360831300870389"}]}}, "account": {"praise": 7, "complaint": 38, "n": 45, "weighted": {"praise": 4.33, "complaint": 25.43}, "praiseShare": 15.6, "ci95": [7.7, 28.8], "regard": 0.5126, "regardCi95": [0.478, 0.547], "salience": 9.0, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@devinofrivia @droid @factoryai droid is so awesome man. they have a very responsive team who listens to user feedback and they're moving quickly", "link": "https://twitter.com/1921198173110104066/status/2106769297888641084"}, {"date": "2026-10-03", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@matansf @factoryai as a proud factory customer, can confirm. \nhonestly pretty much never had a company spend more time with me and my team, and with real experts, not salespeople.", "link": "https://twitter.com/19016936/status/2106468908257755169"}, {"date": "2026-09-07", "source": "X", "community": "@droid", "polarity": "praise", "text": "@da7_tech @droid did u try emailing them? they respond weekdays i had an issue couple weeks ago with billing and they were quite nice on support and fixed it for me", "link": "https://twitter.com/70830663/status/2097000057631551922"}, {"date": "2026-10-08", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@jorybraun give @factoryai a try. fantastic team, very fast to respond to feedback. i'm in love with the product.\nalso give @capydotai a try. not for my workflow, but they gave me $100 of credits to try it out and in that time i managed to convince several friends to convert to it.", "link": "https://twitter.com/2070908287978246144/status/2108021400015618320"}, {"date": "2026-10-01", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "love @factoryai and had only good experiences as a customer. using @droid every day. they treat their customers very well and are ethical to the core. have seen this over and over again with all their product decisions. never a shortcut and always improving. 🙏 thank your for your attention 🙏", "link": "https://twitter.com/1590702228234391552/status/2105707099447841145"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@enoreyes @tonychang430 @herdrdev @orca_build @cognition @tryreplicas @bot @claudeai @conductor_build @factoryai the worst ide to ever exist. they kicked me from their discord after i complained about it. it's really shit.", "link": "https://twitter.com/2080539111665147904/status/2110321811091337486"}, {"date": "2026-10-10", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai i've been trying to contact you about the max voucher giveaway, but i haven't got any response yet... i know for sure it's hard to manage this volume of responses, but i've been waiting for over a week now... thx in advance.", "link": "https://twitter.com/2095734015697285127/status/2108829446564163915"}, {"date": "2026-10-10", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai i was one of the first to apply to your $200 max plans and i still haven’t received anythingc got an email where someone from support even said they’ll send me one 😭", "link": "https://twitter.com/1729247211953827840/status/2108849289497641182"}, {"date": "2026-10-09", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "hi @factoryai @tereza_tizkova , i still haven't received any response on email about the promotional max voucher i applied for.\ni've been using factory with the pro plan for a few months now and would really like to try out max. \nthank you in advance!", "link": "https://twitter.com/2095734015697285127/status/2108629254678200466"}, {"date": "2026-10-08", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai @droid it's been almost a week since vouchers were supposedly sent out and i still haven't heard back from anyone :s @bentossell was there something else i was intended to do?", "link": "https://twitter.com/808840/status/2108023491383734299"}]}}, "limits.plan_value": {"praise": 55, "complaint": 50, "n": 105, "weighted": {"praise": 36.9, "complaint": 33.75}, "praiseShare": 52.4, "ci95": [42.9, 61.7], "regard": 0.5325, "regardCi95": [0.504, 0.561], "salience": 21.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@soareso @factoryai yeah me too they are really solid and the best thing is the droid core pool feels unlimited", "link": "https://twitter.com/1466416677713854477/status/2111508276852502789"}, {"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "praise", "text": "@adxtyahq i'm feeling unlimited usage in @droid sub\nafter switching to $200", "link": "https://twitter.com/1812492025683664896/status/2109872442458124703"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/FactoryAi", "polarity": "praise", "text": "have the $200 plan and it’s been great. limits actually stretch pretty reasonably long due to factory’s insanely good harness. \nbeen running opus 5.5 on high with like 8 subagents and haven’t hit the 5 hr limit lol", "link": "https://www.reddit.com/r/FactoryAi/comments/1x2batu/how_generous_are_usage_limits_on_the_200_plan/pf25qt4/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@ain3sh @itscynnamoroll @factoryai yeah its the same thing\nwhy do you guys think 80 hrs of compute/month is all a person needs? \nnow i have to use all of my remaining usage locally\nor is there something wrong that im doing? im using environments [link]", "link": "https://twitter.com/1579709674135621637/status/2111816779018404204"}, {"date": "2026-10-16", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "so disappointed with @factoryai \nthis is the $200 plan remember, having just 80 hours of cloud agents limit.\nand they want to compete with devin 🙄 [link]", "link": "https://twitter.com/1579709674135621637/status/2111157280016339426"}, {"date": "2026-10-15", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid but can we have more usage? the usage is not really good.although i'm at the20plan, my friend at the200plan faces the same issue too. 🥹🥹🥹🥹", "link": "https://twitter.com/1518742213936570368/status/2110867042983395654"}]}}, "limits.window_interrupts_work": {"praise": 1, "complaint": 17, "n": 18, "weighted": {"praise": 0.84, "complaint": 10.27}, "praiseShare": 5.6, "ci95": [1.0, 25.8], "regard": 0.4927, "regardCi95": [0.479, 0.512], "salience": 3.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-25", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "i dont get it, why isn't @factoryai removing the 5h limit? \nit s an api wrapper harness.", "link": "https://twitter.com/1834314883510226944/status/2103441639041540512"}, {"date": "2026-09-21", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "can someone at @factoryai explain the frustrating 5-hour and weekly limits? i get limits for droid, assuming you host it, but why for standard usage? you're not managing model infrastructure like openai or anthropic, so what's the point? are you trying to discourage usage?", "link": "https://twitter.com/1090325687448281093/status/2101960332642001066"}, {"date": "2026-09-15", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai can we remove the 5h likmits now? they are annoying and i hate them.", "link": "https://twitter.com/1834314883510226944/status/2099921327436005737"}]}}, "limits.burn_rate": {"praise": 16, "complaint": 25, "n": 41, "weighted": {"praise": 13.5, "complaint": 18.06}, "praiseShare": 39.0, "ci95": [25.7, 54.3], "regard": 0.5521, "regardCi95": [0.518, 0.585], "salience": 8.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@droid", "polarity": "praise", "text": "verdict so far: deepseek v4.1 flash 1017 fantastic token efficiency (30% better) . as byok ds api on @droid of course. @deepseek_ai", "link": "https://twitter.com/1590702228234391552/status/2111425282427203690"}, {"date": "2026-10-17", "source": "X", "community": "@droid", "polarity": "praise", "text": "verdict so far: deepseek v4.1 flash 1017 fantastic token efficiency (30% better) . as byok ds api on @droid of course. @deepseek_ai (we are off peak now - weekend)", "link": "https://twitter.com/1590702228234391552/status/2111425390979997751"}, {"date": "2026-10-16", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "gemini 4 argo on half price of opus 5.5 its gold! @droid @factoryai [link]", "link": "https://twitter.com/144564973/status/2111227174610964730"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @droid @factoryai i spent my monthly max limit in two weeks. 😭\nfactory is good if you use the \"under 1x\" models, but if you go with a frontier model it's over.", "link": "https://twitter.com/23220904/status/2109320125509931235"}, {"date": "2026-10-10", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@prathamdby @factoryai @droid opus 5.5 seems to burn my usage a lot… \ni’m on the $20 plan though. any tips for optimizing my usage?\ni mostly use opus for design work since i use my codex sub in droid through byok", "link": "https://twitter.com/1696886920742055937/status/2109009086532718734"}, {"date": "2026-10-09", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@marktwainbnrq @filedfyi @droid @factoryai mostly no. tasks ended up costing more than the token rates suggested, because deepseek burned its cheaper pricing on verbosity. [link]", "link": "https://twitter.com/1921198173110104066/status/2108525987730481288"}]}}, "limits.allowance_change": {"praise": 1, "complaint": 2, "n": 3, "weighted": {"praise": 1.0, "complaint": 0.95}, "praiseShare": 33.3, "ci95": [6.1, 79.2], "regard": 0.5238, "regardCi95": [0.497, 0.574], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-03", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid but the deepseek v4 flash costs more now even you host core models in us", "link": "https://twitter.com/1935978302982045696/status/2095352682966077504"}]}}, "limits.reset_schedule": {"praise": 1, "complaint": 6, "n": 7, "weighted": {"praise": 0.84, "complaint": 3.69}, "praiseShare": 14.3, "ci95": [2.6, 51.3], "regard": 0.5002, "regardCi95": [0.491, 0.514], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-08", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "whenever you hit a usage limit and the agent stops working, the next time you try to continue your session after your usage resets, the harness kills the next prompt immediately and says you are out of usage still. if you type another prompt and send it, then the usage cache (or whatever is tracking usage) is updated and you can continue. it's one of the most annoying paper cuts that i have to deal with. it should be way smarter than this.", "link": "https://twitter.com/1849004853546057728/status/2097333510168055904"}, {"date": "2026-10-10", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @droid @factoryai tbh i don't like droid's concept of monthly usage. just another thing to worry about while working. and if you run out of your monthly limit in a week, you're basically done for the entire month.\njust have only weekly limits instead 🤷♂️ [link]", "link": "https://twitter.com/1899462884926865408/status/2108920469034606696"}]}}, "limits.usage_meter": {"praise": 0, "complaint": 8, "n": 8, "weighted": {"praise": 0.0, "complaint": 4.5}, "praiseShare": 0.0, "ci95": [0.0, 32.4], "regard": 0.4939, "regardCi95": [0.489, 0.498], "salience": 1.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-02", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai argh, can't see my individual token usage on normal plans", "link": "https://twitter.com/2023774234472755200/status/2106053642172133678"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/FactoryAi", "polarity": "complaint", "text": "unclear as to why i'm getting a droid core usage limit message when usage settings show 0% have been used.", "link": "https://www.reddit.com/r/FactoryAi/comments/1wnh0g4/conflicting_usage_stats/"}, {"date": "2026-09-20", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid also when i see 4x next to fable i'm like im not using that - neeed a less scary way to communicate usage", "link": "https://twitter.com/3781517712/status/2101601846183760135"}]}}, "limits.prompt_cache": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.34, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5057, "regardCi95": [0.5, 0.515], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-20", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "look at this numbers. cache miss is 1% on deepseek byok wit @droid - this is unbelievable great!! that is the quality of a harness indicator in my opinion- key metric. @factoryai [link]", "link": "https://twitter.com/1590702228234391552/status/2101737157379641558"}, {"date": "2026-09-20", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "look at this numbers. cache miss is 1% on deepseek byok with @droid - this is unbelievable great!! that is the quality of a harness indicator in my opinion- key metric. @factoryai [link]", "link": "https://twitter.com/1590702228234391552/status/2101737321368551459"}, {"date": "2026-10-09", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "in my run on the 16th and 17th of september glm 5.3 was chosen about 53% of the time. other choices included opus, luna, and deepseek. they do a really good job of balancing what the prompt cache saves/gains for you as well when making the scoring decision. really cool too that in factory you can just ask it to walk through what auto did in a mission and it will give you this!", "link": "https://twitter.com/1849004853546057728/status/2108457145049956588"}], "complaint": []}}, "billing.overage_charges": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 3.3}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4957, "regardCi95": [0.491, 0.499], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@filedfyi @thecoderbtw @droid @factoryai my problem was some \"automatic\" switches that happened once i hit my standard limit. i was running cheap models, but when the 5-hour standard limit was reached, it switched to droid core running kimi k3. that’s when my credits went down the drain.", "link": "https://twitter.com/23220904/status/2109439796108026061"}]}}, "billing.pricing_clarity": {"praise": 1, "complaint": 6, "n": 7, "weighted": {"praise": 0.71, "complaint": 3.8}, "praiseShare": 14.3, "ci95": [2.6, 51.3], "regard": 0.5134, "regardCi95": [0.492, 0.553], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid multi model is always a privilage\ni want to but the 20$ is off to me if i don't know how much usage i get exactly ( nothing in docs or anywhere tell how much usage each plan get )", "link": "https://twitter.com/2063190525495177216/status/2105550942825300396"}, {"date": "2026-09-28", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid i don't understand, my droid can't understand too: if i use byok using my own model, does it still consume my quota? your documents had conflicts. i just wanna be sure , if i used up all my quota , can i still work ?", "link": "https://twitter.com/1518742213936570368/status/2104423057117135057"}]}}, "billing.free_tier": {"praise": 6, "complaint": 4, "n": 10, "weighted": {"praise": 4.35, "complaint": 2.96}, "praiseShare": 60.0, "ci95": [31.3, 83.2], "regard": 0.5002, "regardCi95": [0.488, 0.511], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-03", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@matansf @factoryai randomly got a $200 voucher from nowhere. thank you guys, we’ll see how it goes", "link": "https://twitter.com/1750453292293844993/status/2106508978666741904"}, {"date": "2026-10-01", "source": "X", "community": "@droid", "polarity": "praise", "text": "great opportunity if you’ve been wanting to try @droid \n$200 in free factory credits is a pretty generous way to get started. i’ve used droid a ton, and it’s genuinely one of my favorite products to build with. [link]", "link": "https://twitter.com/1625280993966923777/status/2105491045635248620"}, {"date": "2026-09-17", "source": "X", "community": "@droid", "polarity": "praise", "text": "glm 5.3 flash is practically free in @droid and it just works - i'm blown away by how good this model is for its cost", "link": "https://twitter.com/1382136217601417222/status/2100688411241922729"}], "complaint": [{"date": "2026-10-04", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid hate to sound entitled, but what happened to those free trials? \nsigned up immediately, didnt get one, and the post is gone", "link": "https://twitter.com/1449539200483688451/status/2106667531968950722"}]}}, "billing.subscription_portability": {"praise": 4, "complaint": 11, "n": 15, "weighted": {"praise": 2.69, "complaint": 6.64}, "praiseShare": 26.7, "ci95": [10.9, 52.0], "regard": 0.4943, "regardCi95": [0.483, 0.506], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@thecoderbtw @droid @factoryai i feel like only subscribing $20 plan, and subscribe for others plan, bring them into droid works better this way", "link": "https://twitter.com/1518742213936570368/status/2108580574831182217"}, {"date": "2026-09-19", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@techpoto @mikez93 @tereza_tizkova @amypretzel @factoryai @droid they have support for 3rd party subs locally and their droid core (chinese/oss offerings) is a lot more usage than api!", "link": "https://twitter.com/1892774905789501441/status/2101341888284672253"}, {"date": "2026-09-06", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid i’m building with droid using my codex subscription. best of both worlds.", "link": "https://twitter.com/936056895114235904/status/2096448624280412478"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai i want to use my codex subscription in it the way i can with hermes agent and other harnesses.", "link": "https://twitter.com/1258948276272926732/status/2105464357509623880"}, {"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "if @droid would allow to use your own codex sub inside their harness, i would've found my absolute dev environment.\nwould be great to see you allow this like devin does.", "link": "https://twitter.com/1821640621347495936/status/2104996497863352687"}, {"date": "2026-09-19", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@mikez93 @tereza_tizkova @januarycomputer @amypretzel @factoryai @droid yea but im not paying api pricing. they need to stop resisting and add support for 3rd party subs", "link": "https://twitter.com/1851277456487170050/status/2101341158009864477"}]}}, "setup.install_signin": {"praise": 1, "complaint": 10, "n": 11, "weighted": {"praise": 1.0, "complaint": 6.77}, "praiseShare": 9.1, "ci95": [1.6, 37.7], "regard": 0.4965, "regardCi95": [0.485, 0.513], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "ever wanted to run your agents remotely but thought, \"why setup a whole new env when i already have my own dev machines?\" \nwell, @factoryai just introduced remote control. bring your own machines, fire up droid sessions remotely, and keep everything running on your own infrastructure! \ni just did it today in a couple of minutes. just install @droid on your machine, login, enable remote control, or tell droid to set it up for you!", "link": "https://twitter.com/2101299643485196288/status/2110042835151954305"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@prathamdby @bot i just started with it! it works awesome so far.\nwe ofc have x connector at @factoryai too, but it is currently not easiest to manage three different accounts there, so i was looking for workarounds", "link": "https://twitter.com/1659223500417007616/status/2108626394045661252"}, {"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid i want to subscribe to your max package, but i am not allowed to register at all. i am stuck at the phone registration, and i was not given the format for registering with my chinese phone number.", "link": "https://twitter.com/2095207578381017088/status/2104961033475674155"}, {"date": "2026-09-28", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "its been like a century since you released the desktop app and still no linux support? @factoryai this is so gay.", "link": "https://twitter.com/1283352684448419842/status/2104421896078995783"}]}}, "setup.provider_byok_local": {"praise": 15, "complaint": 11, "n": 26, "weighted": {"praise": 9.45, "complaint": 7.01}, "praiseShare": 57.7, "ci95": [38.9, 74.5], "regard": 0.505, "regardCi95": [0.487, 0.522], "salience": 5.2, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "@droid", "polarity": "praise", "text": "@neuralaa @agent_wrap @droid @superlogical @mitchellh seeing this combo mentioned prompted me to try out droid again. cool, looks like they finally added byok", "link": "https://twitter.com/730924089116753920/status/2107872683639943422"}, {"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "praise", "text": "@sqs @beyang you can't use a claude code or muse code subscription in amp. this is a stark contrast to \nyou can't use a claude code or muse code subscription in amp locally. this is a stark contrast to @droid that readily accepts localhost as base url for custom model.", "link": "https://twitter.com/260499727/status/2104728192091365611"}, {"date": "2026-09-27", "source": "X", "community": "@droid", "polarity": "praise", "text": "so yeah, you can use custom models in @droid cli, which is great currently trying this setup, is performing great so far ! [link] [link]", "link": "https://twitter.com/2028221376092581888/status/2104173498101117143"}], "complaint": [{"date": "2026-09-27", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai byok is bugged on the gui, but idk where to report this kinda of stuff.", "link": "https://twitter.com/4865415939/status/2104338825291891112"}, {"date": "2026-09-21", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@tereza_tizkova @droid @factoryai the time i used droid (desktop app) (on windows), byok was behind a paywall which was a bummer.\nit would be really nice that if this wasn't the case.", "link": "https://twitter.com/1854911029870051328/status/2101899154176061769"}, {"date": "2026-09-10", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid i wish it were compatible with my codex provider natively.", "link": "https://twitter.com/1258948276272926732/status/2098120297186500958"}]}}, "setup.extensions_mcp": {"praise": 3, "complaint": 11, "n": 14, "weighted": {"praise": 2.05, "complaint": 7.55}, "praiseShare": 21.4, "ci95": [7.6, 47.6], "regard": 0.4868, "regardCi95": [0.473, 0.499], "salience": 2.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai not a huge deal but i have to remove and readd the github integration in order to get newly created repos to the environment interface.", "link": "https://twitter.com/1923709631265959936/status/2110519748601504165"}, {"date": "2026-10-10", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid dart, @bearnotesapp and @ticktickteam these mcps are works then all of a sudden, looks like cli doesn’t know about these mcps and how to use them. always having this same pattern", "link": "https://twitter.com/2995471962/status/2108777495386566673"}, {"date": "2026-10-08", "source": "X", "community": "@droid", "polarity": "complaint", "text": "factory @droid is currently not usable in t3 code @tereza_tizkova as no configoptions are returned like the acp specs require: [link]", "link": "https://twitter.com/392698133/status/2108074580963418504"}]}}, "setup.onboarding_docs": {"praise": 9, "complaint": 8, "n": 17, "weighted": {"praise": 6.41, "complaint": 5.75}, "praiseShare": 52.9, "ci95": [31.0, 73.8], "regard": 0.5291, "regardCi95": [0.505, 0.556], "salience": 3.4, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@owengretzinger @enoreyes @factoryai @ampcode all the way. constantly 3-6 months ahead of everyone else, and incredibly easier to setup (prompt away until the dust settles)", "link": "https://twitter.com/2000470921329709056/status/2110087517848346720"}, {"date": "2026-10-08", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "if you want an edge at work, learn your tools properly 😉\njust finished the @factoryai academy. really enjoyed the lessons and picked up some new ways of working! [link]", "link": "https://twitter.com/1301166362396626944/status/2108257087738478832"}, {"date": "2026-10-04", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid nice, i see that you've added image gen docs! ([link]) [link]", "link": "https://twitter.com/2049094513633726464/status/2106657384605110322"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@fellipesoares @factoryai icl bro. i still haven’t figured out how to use it", "link": "https://twitter.com/2023774234472755200/status/2109983918770323458"}, {"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid that's a web thing? where do i find it? is there a help for it? i couldn't find it directly in your docs site.", "link": "https://twitter.com/1923709631265959936/status/2105028874731978862"}, {"date": "2026-09-27", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai having it for a while doesn't help if discoverability is this bad. most of us never saw it until now.", "link": "https://twitter.com/2079846327744401408/status/2104094827193532478"}]}}, "setup.ide_integration": {"praise": 5, "complaint": 2, "n": 7, "weighted": {"praise": 3.5, "complaint": 1.09}, "praiseShare": 71.4, "ci95": [35.9, 91.8], "regard": 0.5059, "regardCi95": [0.498, 0.515], "salience": 1.4, "receipts": {"praise": [], "complaint": []}}, "models.catalog_access": {"praise": 33, "complaint": 13, "n": 46, "weighted": {"praise": 23.93, "complaint": 8.64}, "praiseShare": 71.7, "ci95": [57.5, 82.7], "regard": 0.5888, "regardCi95": [0.556, 0.619], "salience": 9.2, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@chris_petkas @factoryai @matansf they got mistral in plenty early and that's been the biggest ai thing for me in a hot minute. finding issues to fix is the hard part.", "link": "https://twitter.com/1923709631265959936/status/2110012163536630108"}, {"date": "2026-10-12", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@simonasltu1 since 6 sol, i have realised that you have to pick a harness that offers all inference providers, not just one. i switch to @factoryai on the 20th. 6 and 6.1 have made a mess.", "link": "https://twitter.com/2092917005506449408/status/2109547077709758834"}, {"date": "2026-10-07", "source": "X", "community": "@droid", "polarity": "praise", "text": "@htmleverything @droid @_qudo they are 100% next level. \nthe biggest selling point for me on droid was being able to combo just about any major model (try it on $20 plan)\n@_qudo went full codex maxi for now tho [link]", "link": "https://twitter.com/1515036735826186248/status/2107940333556293816"}], "complaint": [{"date": "2026-09-26", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "hey @factoryai, i think custom models are broken in the app right now.\ni’m unable to see or select any of my custom models from the model picker. they just don’t show up at all, so i can’t use them.\nnot sure if this is a recent regression, but would appreciate a fix. @ross_cefalu", "link": "https://twitter.com/1625280993966923777/status/2103738831778529329"}, {"date": "2026-09-22", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@tereza_tizkova @factoryai @droid i have been trying to ask you about deepseek 4.1 flash being offered for weeks", "link": "https://twitter.com/1258455699073441793/status/2102454686070571282"}, {"date": "2026-09-10", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@iamshivii @droid just checked the web version, and yeah, astra is there now. still nothing in the cli though, which is kinda weird.", "link": "https://twitter.com/1260921/status/2097939105883505019"}]}}, "models.routing_auto": {"praise": 21, "complaint": 9, "n": 30, "weighted": {"praise": 13.95, "complaint": 6.64}, "praiseShare": 70.0, "ci95": [52.1, 83.3], "regard": 0.5522, "regardCi95": [0.53, 0.576], "salience": 6.0, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "got a @factoryai max plan voucher from ben's campaign 🥳 \nauto model routing is working really well for now.\nso many things planned to make the best use of it while it lasts 😈 [link]", "link": "https://twitter.com/2864964553/status/2107234375708327984"}, {"date": "2026-10-02", "source": "X", "community": "@droid", "polarity": "praise", "text": "@fellipesoares @droid set it to auto and let it handle the rest, their router is best-in-class", "link": "https://twitter.com/2070908287978246144/status/2105857273432326578"}, {"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "praise", "text": "so it turns out @droid's auto-routing is more advanced than i initially thought, but it is blatantly obvious how much time, care and thought has gone into it.\npost about how it works coming soon! it's based on information i could find publically, so it may not be fully accurate.", "link": "https://twitter.com/2070908287978246144/status/2105030952120627682"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@fellipesoares @droid opus 5.5, though heads up: they downgrade you to kimi k3 once you hit the limit. also, on the droid cli, you have to toggle off that setting if you don't want it added as a co-author.", "link": "https://twitter.com/1783744572977455104/status/2105742742790025518"}, {"date": "2026-09-16", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@trydotworks @factoryai unbundled looked fine. router is what actually stalled us", "link": "https://twitter.com/2029192070183960579/status/2100078523880747261"}, {"date": "2026-10-07", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "yesterday i asked if you leave the model router on auto. here's what auto was doing in my @factoryai droid logs:\nevery time my standard usage ran out, it picked kimi k3 (1.2×). glm-5.3-flash is 0.06×. same tokens, 20x the limit.\nthe reason was in the log too: hasorgguidance: \"false\"\nhave you checked what auto picks when you fall back to droid core?", "link": "https://twitter.com/23220904/status/2107851159482327108"}]}}, "models.effort_control": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.84, "complaint": 0.5}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.501, "regardCi95": [0.497, 0.507], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-19", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@tereza_tizkova @droid i have no way to choose the thinking level when accessing the custom model. is this a problem? but i directly asked the model to modify the settings by itself. hahaha", "link": "https://twitter.com/1889310672368095232/status/2101460620063154561"}]}}, "models.quality_drift": {"praise": 5, "complaint": 6, "n": 11, "weighted": {"praise": 3.52, "complaint": 3.29}, "praiseShare": 45.5, "ci95": [21.3, 72.0], "regard": 0.512, "regardCi95": [0.497, 0.528], "salience": 2.2, "receipts": {"praise": [{"date": "2026-09-24", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@factoryai desktop app is constantly improving at an insane rate, it’s a treat to watch 🥹 [link]", "link": "https://twitter.com/1721143727043887104/status/2102998403496268015"}], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@sqs @harrystuck77 @factoryai @droid @badlogicgames @ampcode @cursor_ai @opencode @anthropicai @claudeai @cognition @xai @grok @build amp is definitely better, i used to love droid, but it went downhill majorly when they started focusing on enterprise customers", "link": "https://twitter.com/1475837160590880773/status/2102574979594535291"}, {"date": "2026-09-14", "source": "X", "community": "@droid", "polarity": "complaint", "text": "it was good but its really fallen off, they are insanely lazy too cant even keep their release notes current for weeks at a time for a supposedly autonomous software factory. like hello why isnt this autonomously updated by an agent? i only use it occasionally now with my glm api key but i used to be a $200/month subscriber", "link": "https://twitter.com/1445863287804022785/status/2099392033324417363"}, {"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@enoreyes @factoryai sorry for the harsh criticism, but i'm a longtime droid user. it used to be great, and you listened to feedback. now it's slower and less capable. i haven't used my account in ages because it's hard to use compared to codex, claude code, cursor, or devin.", "link": "https://twitter.com/2020825549367566336/status/2110073373287927895"}]}}, "context.instruction_files": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.instruction_following": {"praise": 3, "complaint": 2, "n": 5, "weighted": {"praise": 1.68, "complaint": 1.59}, "praiseShare": 60.0, "ci95": [23.1, 88.2], "regard": 0.5053, "regardCi95": [0.496, 0.516], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-07", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "with other harnesses, i had to watch them closely because you never knew where they might veer off. \nwith droid, there was no need for that, and i could barely notice any difference even across different frontier models. \neveryone i recommended it to and who tried it was amazed, like \"is this the power of a harness?\"", "link": "https://twitter.com/1620561425600221184/status/2097105067631681580"}], "complaint": []}}, "context.clarifying_questions": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.44, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5045, "regardCi95": [0.5, 0.512], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.55}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4977, "regardCi95": [0.494, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@adityavg13 @droid a conversation can hold three days of context without crashing? after running for two days, it just becomes incredibly dumb.", "link": "https://twitter.com/1212651734209724416/status/2105044576574779876"}]}}, "context.compaction": {"praise": 3, "complaint": 0, "n": 3, "weighted": {"praise": 1.9, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [43.8, 100.0], "regard": 0.5064, "regardCi95": [0.5, 0.515], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@droid", "polarity": "praise", "text": "@wholyv smart auto compact is one of the reason why @droid is the best coding agent.", "link": "https://twitter.com/1811332417099055105/status/2108524032710607206"}], "complaint": []}}, "context.session_memory": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.71}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4962, "regardCi95": [0.49, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "context.codebase_retrieval": {"praise": 3, "complaint": 0, "n": 3, "weighted": {"praise": 1.94, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [43.8, 100.0], "regard": 0.5054, "regardCi95": [0.5, 0.512], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "context.attachments": {"praise": 2, "complaint": 5, "n": 7, "weighted": {"praise": 1.68, "complaint": 2.25}, "praiseShare": 28.6, "ci95": [8.2, 64.1], "regard": 0.5014, "regardCi95": [0.493, 0.512], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai glm-5.3-flash supports images, but droid cli 0.224.1 and 0.225.0 mark it as text-only. droid strips attached images before sending the request; the log says “stripped images for non-image model.” i tested that image input works when the capability is enabled locally.", "link": "https://twitter.com/1138507200/status/2102568341600878968"}, {"date": "2026-09-04", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "its crazy how its been months since image support does not work in @factoryai 's harness when using openai comptabile models, and they have still not fixed it. \njust say you dont give a fuck about users that dont pay you, simple", "link": "https://twitter.com/1579709674135621637/status/2095868117230772637"}]}}, "work.capability": {"praise": 86, "complaint": 9, "n": 95, "weighted": {"praise": 59.62, "complaint": 6.12}, "praiseShare": 90.5, "ci95": [83.0, 94.9], "regard": 0.5741, "regardCi95": [0.552, 0.597], "salience": 19.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid has already managed to reduce p90 by over 50% in a single pass, and it's still going! i'm not stopping until i'm confident that we're at the limits of the servers themselves. git can and will scale far beyond what github could ever imagine. [link] [link]", "link": "https://twitter.com/2070908287978246144/status/2111933547984588823"}, {"date": "2026-10-17", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "i didn't build this city. 5 ai mayors did.\n \ngridfall is a simcity-style game where every mayor is a different llm thinking live on @gmi_cloud inference, and ~100 residents have ai minds of their own.\n built end to end with @factoryai's @droid.\n[link] [link]", "link": "https://twitter.com/1638264384601616384/status/2111453764465160532"}, {"date": "2026-10-15", "source": "X", "community": "@droid", "polarity": "praise", "text": "btw it's oneshot on @droid :)\nhyperframes + a reference video [link]", "link": "https://twitter.com/1812492025683664896/status/2110777990422667576"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "even with @droid my grok 4.7 seems dump 😭😭😭 it can only work after opus made the spec", "link": "https://twitter.com/1518742213936570368/status/2104753111965618347"}, {"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@davidwuuu92 i've been using @droid to spec a massive implementation, then running grok against that. otherwise the outputs have been expensive slop which is rather unfortunate.\nword of advice: keep it away from any and all ui. it sucks at design.", "link": "https://twitter.com/2070908287978246144/status/2104765859495551300"}]}}, "work.frontend_ui": {"praise": 2, "complaint": 3, "n": 5, "weighted": {"praise": 1.0, "complaint": 2.19}, "praiseShare": 40.0, "ci95": [11.8, 76.9], "regard": 0.4979, "regardCi95": [0.491, 0.504], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@droid", "polarity": "praise", "text": "@totallynotparth @droid all of the other models keep messing up the ui of the website and desktop app. fable seems to get it right much more consistently. it's unfortunate cuz i quote like openai models.", "link": "https://twitter.com/2070908287978246144/status/2106863174553317875"}, {"date": "2026-09-17", "source": "X", "community": "@droid", "polarity": "praise", "text": "i've been having a lot of success recently doing ui work with @droid and gemini 3.8 flash. it consistently is better than fable 5.1 and costs a fraction.", "link": "https://twitter.com/1247892463479451653/status/2100622735273545963"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid i gave it a task in droid to recreate a page based on the structure of a different page\nit messed up everything and the page threw some type errors which no other model did for ui work", "link": "https://twitter.com/1852005093241163782/status/2110091461631066543"}, {"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@davidwuuu92 i've been using @droid to spec a massive implementation, then running grok against that. otherwise the outputs have been expensive slop which is rather unfortunate.\nword of advice: keep it away from any and all ui. it sucks at design.", "link": "https://twitter.com/2070908287978246144/status/2104765859495551300"}]}}, "work.bug_diagnosis": {"praise": 6, "complaint": 0, "n": 6, "weighted": {"praise": 5.34, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [61.0, 100.0], "regard": 0.5097, "regardCi95": [0.502, 0.52], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid really solid model! was able to fix a bluetooth l2cap bug i've been trying to solve for some time!", "link": "https://twitter.com/3700712419/status/2110420932900909179"}, {"date": "2026-09-18", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "i shipped reposcape v0.1.0\ni wanted something local that could help me open a codebase and see how the pieces connect\nbuilt it with @droid by @factoryai, then ran it on a few repos. it caught scanner and rust bugs, fixed those before release\ncheck it out \n[link]", "link": "https://twitter.com/2039951542518718464/status/2101045833604936018"}, {"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "praise", "text": "day 3 of @droid max sub! \nso i have been loving the experience of it and started following @thecoderbtw cause he dropped some valuable pointers to use it efficiently! kudos to him for the tips ✨!! \ni made alot of progress on fixing alot of bugs, reducing the storage and making the overall ux smooth and i got positive feedback from the users too loving the sub for making it possible!! ❤️", "link": "https://twitter.com/1374290383455232000/status/2110056935060062362"}], "complaint": []}}, "work.regressions_introduced": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 1.0}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4987, "regardCi95": [0.496, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "work.scope_overreach": {"praise": 0, "complaint": 5, "n": 5, "weighted": {"praise": 0.0, "complaint": 3.69}, "praiseShare": 0.0, "ci95": [-0.0, 43.4], "regard": 0.4952, "regardCi95": [0.49, 0.499], "salience": 1.0, "receipts": {"praise": [], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai i used it once a while back but had to quickly revert the changes since i ban unit tests and keep only a top line tests/ folder that has all the tests in it. tests are banned from my agents unless they can prove its absolutely necessary to create", "link": "https://twitter.com/587982527/status/2104670235152592984"}, {"date": "2026-09-24", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai @fireworksai_hq anyone who has migrated old cobol sees it: the model \"improves\" three lines nobody asked for. boring diff wins.", "link": "https://twitter.com/2030549621039349760/status/2103235553651282146"}, {"date": "2026-10-09", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @droid @factoryai don't use a trash worker agent like luna or the validator agent will boomerang the bad code back to it and it will take forever. expect mission creep and as much 50% more goals/steps added while it works.", "link": "https://twitter.com/1923709631265959936/status/2108387544471683299"}]}}, "work.stuck_loops": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 4.13}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4947, "regardCi95": [0.49, 0.499], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-24", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid droid still stuck in flutter development, whenever it’s try to run any dart mcp tools, it’s stuck in never ending loop, and unlike amp and pi or opencode it can’t even auto run adb command for debugging something in that.", "link": "https://twitter.com/2995471962/status/2102910997338218965"}]}}, "work.premature_stop": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.long_running_autonomy": {"praise": 37, "complaint": 3, "n": 40, "weighted": {"praise": 29.71, "complaint": 1.69}, "praiseShare": 92.5, "ci95": [80.1, 97.4], "regard": 0.5352, "regardCi95": [0.516, 0.552], "salience": 8.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@droid", "polarity": "praise", "text": "i've had a @droid running optimizations and benchmarks in a loop for over 100 hours now. i can't wait to do a grand reveal of what kvarm has become once all of this engineering work is completed. we're doing a ground up overhaul to make it the best agent+native git system.", "link": "https://twitter.com/2070908287978246144/status/2111637663577190712"}, {"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "dast!\noou after a nice 13hr run. \n@factoryai cooking with @droid [link] [link]", "link": "https://twitter.com/1552915034585669633/status/2110056515923267799"}, {"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid mission mode is fantastic—long tasks run continuously for 7 hours and still work, which is great. [link]", "link": "https://twitter.com/1159835302275346433/status/2109799365552624090"}], "complaint": []}}, "work.multi_agent_orchestration": {"praise": 25, "complaint": 9, "n": 34, "weighted": {"praise": 19.05, "complaint": 6.12}, "praiseShare": 73.5, "ci95": [56.9, 85.4], "regard": 0.5135, "regardCi95": [0.495, 0.533], "salience": 6.8, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "@droid", "polarity": "praise", "text": "@mistralai as orchestrator in @droid works pretty well. try it out. [link]", "link": "https://twitter.com/1590702228234391552/status/2109379975233392825"}, {"date": "2026-09-22", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@d4d25a @factoryai @droid having access to different models is huge.. their missions product also lets you set different orchestrator, worker, and validator models which is nice", "link": "https://twitter.com/58682075/status/2102487682651660651"}, {"date": "2026-09-18", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@factoryai @slackhq i've been so impressed by this feature, it makes task delegation sooo much easier. @davispalmie did his big one", "link": "https://twitter.com/3660052454/status/2100998244390359415"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid sometime when failed to start a subagent, it will hang all process and keep counting up. [link]", "link": "https://twitter.com/2104010083500011520/status/2110398603110031378"}, {"date": "2026-09-28", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@ain3sh @droid @tastelabs i know，but a notification when completed is required to wakeup the agent，the notification just exists in subagent，so it is not what i wanted", "link": "https://twitter.com/2018347199432994816/status/2104440270863712413"}, {"date": "2026-09-20", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@hataiit9x @droid @factoryai the parallel agents part is what got me too. mine kept editing the same file until i gave each one its own scope.", "link": "https://twitter.com/2079331237991428096/status/2101724074552516749"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 3, "complaint": 1, "n": 4, "weighted": {"praise": 2.52, "complaint": 0.84}, "praiseShare": 75.0, "ci95": [30.1, 95.4], "regard": 0.5126, "regardCi95": [0.499, 0.528], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@agent_maison @droid @factoryai i think agents are tuned in such a way that they will not take destructive action, at least in my experience so far. also, besides that, i give clear instructions to my orchestrator agent to follow exactly what is planned if a blocker stops at that point.", "link": "https://twitter.com/1261173216455712768/status/2108501830183633356"}, {"date": "2026-10-08", "source": "X", "community": "@droid", "polarity": "praise", "text": "claude code's auto mode failed and deleted my local branches with uncommitted work\nwould've never happened with @droid shield, it is so annoying to be harness and model agnostic, for the best of all worlds, droid is sooooo close to perfection\nmoving over to droid for a while [link]", "link": "https://twitter.com/1493596503260205067/status/2108111315973922861"}], "complaint": []}}, "work.git_workflow": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.55, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5056, "regardCi95": [0.5, 0.514], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "work.computer_browser_use": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.84, "complaint": 0.71}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5025, "regardCi95": [0.496, 0.51], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@droid", "polarity": "praise", "text": "a seam split my typegpu planet from pole to pole.\n@droid dragged it on the iphone simulator with @swmansion's argent until the seam faced the camera, fixed the shader, then dragged it again. no seam.\nrun 2 of 3 · #closetheloop [link]", "link": "https://twitter.com/947588323/status/2109630161578754500"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai i think i agree heavily with @da7_tech ‘s feedback\nmemory is probably one of the things that would make the experience “stickier”. computer-use could be a little better. if you can achieve a more codex desktop-like experience for factory desktop, that would be incredible.", "link": "https://twitter.com/1920233886933819392/status/2104644210666467416"}]}}, "work.safety_refusals": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.permission_prompts": {"praise": 3, "complaint": 3, "n": 6, "weighted": {"praise": 1.84, "complaint": 1.55}, "praiseShare": 50.0, "ci95": [18.8, 81.2], "regard": 0.5073, "regardCi95": [0.497, 0.521], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-11", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@ssshken @irensaltali @factoryai do you really approve every single one? just thinking about it makes me lose my mind. it asks so many questions. even claude's auto mode wears me out. \ni'm on the team of `--dangerously-skip-permissions` always for any harness", "link": "https://twitter.com/19780871/status/2098433285143621710"}, {"date": "2026-09-11", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "for the run, yes, every one, because the whole point was counting what a person actually does out of the box. skipping them would have measured my setup instead of the tool.\nday to day i'd do the same as you. which is its own finding: the default for these is a flow nobody keeps, so the real number is either 54 actions or a flag that turns the guardrails off entirely.", "link": "https://twitter.com/1909713300868280320/status/2098500898737528870"}, {"date": "2026-09-11", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@irensaltali @yigitkonur @factoryai worth knowing where they go. i ran a single-page week planner through it and planning alone took 41 minutes and 7 of the 50 credits, before any code.\nmost of the friction was permission dialogs, 32 allow clicks out of 54 total actions.", "link": "https://twitter.com/1909713300868280320/status/2098413898353217579"}]}}, "work.plan_mode": {"praise": 6, "complaint": 0, "n": 6, "weighted": {"praise": 4.31, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [61.0, 100.0], "regard": 0.5089, "regardCi95": [0.502, 0.517], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@droid", "polarity": "praise", "text": "use idd stack to work on idd project in @droid \n> the visualization of plan look really nice\nsince idd is now available in claude code plugin, i will focusing more on improving the stack\nlots of more interesting updates are coming ...\n[link] [link] [link]", "link": "https://twitter.com/268082406/status/2107404966549938568"}, {"date": "2026-10-06", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "last month i was building my own scrum for ai agents: context points.\nthen i spent a week with @factoryai droid. spec mode covered the planning, missions covered the long tasks, and i stopped using my own tool.\never retired a side project because a product caught up?", "link": "https://twitter.com/23220904/status/2107458569188635113"}], "complaint": []}}, "work.response_verbosity": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.sycophancy_pushback": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.71, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5228, "regardCi95": [0.497, 0.58], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "verify.self_testing": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.84, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5036, "regardCi95": [0.5, 0.511], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "praise", "text": "a real bug: clockedin's tests passed. its attendance tab crashed.\n@droid reproduced it on the iphone simulator with @swmansion's argent, fixed it, got overruled by lint, fixed it again, and checked the phone.\nrun 3 of 3 · #closetheloop [link]", "link": "https://twitter.com/947588323/status/2109992549452751114"}, {"date": "2026-10-11", "source": "X", "community": "@droid", "polarity": "praise", "text": "tap the heart in pocket-no. favorites stays empty.\n@droid reproduced it on the iphone simulator with @swmansion's argent, fixed it, caught that its first check proved nothing, and verified a fresh add.\nrun 1 of 3 · #closetheloop [link]", "link": "https://twitter.com/947588323/status/2109267781371760969"}], "complaint": []}}, "verify.agent_code_review": {"praise": 4, "complaint": 1, "n": 5, "weighted": {"praise": 3.06, "complaint": 1.0}, "praiseShare": 80.0, "ci95": [37.6, 96.4], "regard": 0.4992, "regardCi95": [0.485, 0.509], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "today, i implemented @factoryai droid review to run after every submitted pr, using gpt-6 luna max.\nit found 4 issues (i used opus 5.5 for the spec and glm 5.3 flash as the worker).\nit is definitely worth conducting reviews using different code models. if the validation is performed by the person who wrote the code, you are unlikely to encounter any points of disagreement.", "link": "https://twitter.com/23220904/status/2110363877317701855"}], "complaint": []}}, "verify.change_review_ui": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4991, "regardCi95": [0.497, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "ui.display_settings": {"praise": 15, "complaint": 23, "n": 38, "weighted": {"praise": 11.43, "complaint": 13.21}, "praiseShare": 39.5, "ci95": [25.6, 55.3], "regard": 0.5147, "regardCi95": [0.492, 0.54], "salience": 7.6, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@droid", "polarity": "praise", "text": "@thecoderbtw agree. and sometimes you need a data viz. for coding, i think @droid nailed the ui. way underrated harness.", "link": "https://twitter.com/1531318899630809089/status/2110371858415517927"}, {"date": "2026-10-06", "source": "X", "community": "@droid", "polarity": "praise", "text": "@droid hey you guys finally change your ui into more cleaner better for reading ui !! [link]", "link": "https://twitter.com/1518742213936570368/status/2107347842687979964"}, {"date": "2026-10-05", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "visually; this is my favorite part of @droid @factoryai \nit’s just sleek. [link]", "link": "https://twitter.com/1552915034585669633/status/2107189082082193866"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai the archive session tooltip covering up new session button would be nice. the new session button just shows the project and to the side. trivial behavior but bugs me.", "link": "https://twitter.com/1923709631265959936/status/2105436180347322687"}, {"date": "2026-09-20", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid been using yall for quite some time, u need a desktop app and change colors from amoled black and orange cuz it truly hurts the eyes. otherwise i would main it", "link": "https://twitter.com/2059310670131195904/status/2101727194577805459"}]}}, "ui.session_history": {"praise": 1, "complaint": 5, "n": 6, "weighted": {"praise": 0.84, "complaint": 3.46}, "praiseShare": 16.7, "ci95": [3.0, 56.4], "regard": 0.4981, "regardCi95": [0.49, 0.509], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-04", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @droid @factoryai yeh i agree with you on the con, bad ux for me as well.\nalso have tried the browser if you switch thread it closes.", "link": "https://twitter.com/1261173216455712768/status/2106828931337007512"}, {"date": "2026-09-28", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "i wonder why a @droid upgrade does not resume lastest session/mission. loops would kick in and no more interruptions. the biggest fix of all. @factoryai", "link": "https://twitter.com/1590702228234391552/status/2104398925587484684"}]}}, "ui.interrupt_steer": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.42, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5012, "regardCi95": [0.5, 0.504], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "surfaces.remote_mobile": {"praise": 6, "complaint": 14, "n": 20, "weighted": {"praise": 5.12, "complaint": 10.17}, "praiseShare": 30.0, "ci95": [14.5, 51.9], "regard": 0.483, "regardCi95": [0.465, 0.502], "salience": 4.0, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "ever wanted to run your agents remotely but thought, \"why setup a whole new env when i already have my own dev machines?\" \nwell, @factoryai just introduced remote control. bring your own machines, fire up droid sessions remotely, and keep everything running on your own infrastructure! \ni just did it today in a couple of minutes. just install @droid on your machine, login, enable remote control, or tell droid to set it up for you!", "link": "https://twitter.com/2101299643485196288/status/2110042835151954305"}, {"date": "2026-10-10", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "made this analytics dashboard component 😳\ncan't belive @droid harness so goated that, \nmade this in just 20 min\nit's day 2 brainstorming with @factoryai \nbuilt this entire component from my phone using droid cloud computer :)\nhonestly, a lifesaver for people who travel a lot.\nno need to carry a laptop everywhere, just pull out your phone and build while enjoying at beach 😭", "link": "https://twitter.com/1812492025683664896/status/2108915000677220472"}, {"date": "2026-10-06", "source": "X", "community": "@droid", "polarity": "praise", "text": "things you can do with a mac mini & max subs of @droid.\nbeen running two missions (basically long-running tasks) while monitoring the progress from my phone and hitting prs at the gym.\nremote development is addictive.\nsometimes i just start a thread, go somewhere, and chill while the agents cook.", "link": "https://twitter.com/1261173216455712768/status/2107485651881140439"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@droid", "polarity": "complaint", "text": "i know it probably isn't a top priority but i hope @droid can improve the web interface on mobile. on my pixel 10 pro it's kind of a mess with elements overflowing, some fields not being clickable, and generally feeling laggy. [link]", "link": "https://twitter.com/2070908287978246144/status/2110827604936933791"}, {"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai that's great! how's it different than the previous remote control integration? i had to drop droid when the old remote system was super buggy but looking forward to trying the new one.", "link": "https://twitter.com/1890869592391626752/status/2110048795874734529"}, {"date": "2026-09-27", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai here's what's sticking out right now\n- no droid ios app\n- desktop app missing from linux\n- syncing missions / repos / active work between droid computers (my own not droid managed).\ni need to be able to shift my coding workloads off my laptop and take them everywhere with me.", "link": "https://twitter.com/1382136217601417222/status/2104238899493318925"}]}}, "surfaces.cloud_sessions": {"praise": 11, "complaint": 6, "n": 17, "weighted": {"praise": 9.72, "complaint": 4.74}, "praiseShare": 64.7, "ci95": [41.3, 82.7], "regard": 0.5083, "regardCi95": [0.494, 0.523], "salience": 3.4, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@fellipesoares @factoryai closed my laptop an hour ago; mission is still cranking", "link": "https://twitter.com/1552915034585669633/status/2109814080760578106"}, {"date": "2026-10-17", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "if you haven't already, give @factoryai environments a spin.\ni have environments for mobile apps, web, browser qa, and systems tooling.\nyou won't go back. it changes how you work and forces you to think in small bite-sized chunks.\nignore the \"built now\", i've been updating the scripts for all my envs so they perfectly fit what i need at any given moment.", "link": "https://twitter.com/2070908287978246144/status/2111362553020666242"}, {"date": "2026-09-24", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "didnt make it into the guild but @factoryai were kind enough to gift me a month of pro anway 🫶\nlove this ceremony of setting up a cloud computer - secure environment for agents to run around rather than local where i sometimes wonder what they are up to! 👀 [link] [link]", "link": "https://twitter.com/1510762653299396609/status/2103153457079456039"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@droid", "polarity": "complaint", "text": "i just noticed that droid has a cloud computer time limit... why is there a time limit? i always thought it was a usage space limit... what should i do? there are still many unfinished tasks left on it... i'm really frustrated. @droid [link]", "link": "https://twitter.com/2055515632146472960/status/2109979318780829843"}, {"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai but the usage time limit for the cloud computer is really too little, 80 hours a month, and when i use half of it, the work stops and migration is particularly troublesome 😭", "link": "https://twitter.com/2055515632146472960/status/2110184322175234471"}]}}, "rel.service_errors": {"praise": 1, "complaint": 8, "n": 9, "weighted": {"praise": 1.0, "complaint": 6.61}, "praiseShare": 11.1, "ci95": [2.0, 43.5], "regard": 0.5091, "regardCi95": [0.487, 0.548], "salience": 1.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai anything possible to do with argon always at capacity? it's working for 20m then stop with error", "link": "https://twitter.com/299279185/status/2111848678495277564"}, {"date": "2026-10-18", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai is anything possible to do with argon always at capacity? it's working for 20m then stop with error", "link": "https://twitter.com/299279185/status/2111848842157003079"}, {"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @droid @factoryai honestly for me it was just a simple port and it ended up taking me along time cause opus 5.5 had timed out alot of times on my end", "link": "https://twitter.com/1374290383455232000/status/2110360831300870389"}]}}, "rel.response_speed": {"praise": 12, "complaint": 15, "n": 27, "weighted": {"praise": 8.3, "complaint": 11.67}, "praiseShare": 44.4, "ci95": [27.6, 62.7], "regard": 0.5171, "regardCi95": [0.494, 0.541], "salience": 5.4, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "the speed of deepseek v4.1 flash in @droid is mind blowing. makes me rethink the ollama subscription - when @factoryai has it all. [link]", "link": "https://twitter.com/1590702228234391552/status/2104263092364615842"}, {"date": "2026-09-27", "source": "X", "community": "@droid", "polarity": "praise", "text": "the speed of deepseek v4.1 flash in @droid is mind blowing. makes me rethink the ollama subscription - when @factory has it all. [link]", "link": "https://twitter.com/1590702228234391552/status/2104258455695741401"}, {"date": "2026-09-11", "source": "X", "community": "@droid", "polarity": "praise", "text": ".@trycua + @droid + deepseek v4.1\npeak performance + super fast [link]", "link": "https://twitter.com/1430859177576976392/status/2098408456260874660"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid gonna give argon another run in droid, my first test there was slow because of latency", "link": "https://twitter.com/1466416677713854477/status/2111854363409088588"}, {"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@thecoderbtw @factoryai @droid since droid is very slow, i tried a medium-sized task; it took over 8 hours, so i got frustrated and stopped it. i switched back to claude code and finished the rest in two hours.", "link": "https://twitter.com/1027587643079622656/status/2110234129061032384"}, {"date": "2026-10-04", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "hey @factoryai, i’ve recently been seeing a lot more “retrying model attempt” across pretty much every model. sometimes it gets stuck retrying for quite a while, which makes sessions noticeably slower.\nnot sure if something changed recently.", "link": "https://twitter.com/1625280993966923777/status/2106615205333803484"}]}}, "rel.client_failures": {"praise": 0, "complaint": 13, "n": 13, "weighted": {"praise": 0.0, "complaint": 8.56}, "praiseShare": 0.0, "ci95": [0.0, 22.8], "regard": 0.4887, "regardCi95": [0.482, 0.495], "salience": 2.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@droid", "polarity": "complaint", "text": "hey @droid currently facing issue with cli, automatically getting exited while running tasks.", "link": "https://twitter.com/2995471962/status/2107742939955053052"}, {"date": "2026-10-01", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai ive had an issue for a while specifically in cli where the screen will start flashing and i have to wait multiple minutes for it to stop.", "link": "https://twitter.com/891754553057566720/status/2105453150836809765"}, {"date": "2026-09-30", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai 😭 can we have a more efficient, ram friendly, cpu friendly desktop app plz? my m1 pro macbook pro seems hard to keep up with the desktop app", "link": "https://twitter.com/1518742213936570368/status/2105127718501380503"}]}}, "rel.update_breakage": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 1.0, "complaint": 2.3}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.5072, "regardCi95": [0.493, 0.529], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@droid seems like the option for design mode has disappeared after the latest app update (v0.186.0).\nany eta on a fix? running on windows 11 btw. [link]", "link": "https://twitter.com/1696886920742055937/status/2105063684301283529"}]}}, "account.support": {"praise": 6, "complaint": 31, "n": 37, "weighted": {"praise": 3.98, "complaint": 21.58}, "praiseShare": 16.2, "ci95": [7.7, 31.1], "regard": 0.5068, "regardCi95": [0.478, 0.537], "salience": 7.4, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@devinofrivia @droid @factoryai droid is so awesome man. they have a very responsive team who listens to user feedback and they're moving quickly", "link": "https://twitter.com/1921198173110104066/status/2106769297888641084"}, {"date": "2026-10-03", "source": "X", "community": "@FactoryAI", "polarity": "praise", "text": "@matansf @factoryai as a proud factory customer, can confirm. \nhonestly pretty much never had a company spend more time with me and my team, and with real experts, not salespeople.", "link": "https://twitter.com/19016936/status/2106468908257755169"}, {"date": "2026-09-07", "source": "X", "community": "@droid", "polarity": "praise", "text": "@da7_tech @droid did u try emailing them? they respond weekdays i had an issue couple weeks ago with billing and they were quite nice on support and fixed it for me", "link": "https://twitter.com/70830663/status/2097000057631551922"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@enoreyes @tonychang430 @herdrdev @orca_build @cognition @tryreplicas @bot @claudeai @conductor_build @factoryai the worst ide to ever exist. they kicked me from their discord after i complained about it. it's really shit.", "link": "https://twitter.com/2080539111665147904/status/2110321811091337486"}, {"date": "2026-10-10", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai i've been trying to contact you about the max voucher giveaway, but i haven't got any response yet... i know for sure it's hard to manage this volume of responses, but i've been waiting for over a week now... thx in advance.", "link": "https://twitter.com/2095734015697285127/status/2108829446564163915"}, {"date": "2026-10-10", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@factoryai i was one of the first to apply to your $200 max plans and i still haven’t received anythingc got an email where someone from support even said they’ll send me one 😭", "link": "https://twitter.com/1729247211953827840/status/2108849289497641182"}]}}, "account.billing_errors": {"praise": 0, "complaint": 9, "n": 9, "weighted": {"praise": 0.0, "complaint": 4.94}, "praiseShare": 0.0, "ci95": [0.0, 29.9], "regard": 0.4938, "regardCi95": [0.488, 0.498], "salience": 1.8, "receipts": {"praise": [], "complaint": [{"date": "2026-09-27", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@droid @factoryai let your users pay you!! been stuck with a failed payment issue since august :(", "link": "https://twitter.com/306079362/status/2104243378246578672"}, {"date": "2026-09-09", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "@tereza_tizkova @factoryai i’ve been looking to get my payment issue resolved. been a droid user for a while now, and paused the sub for a month, and since then i could never resub again.", "link": "https://twitter.com/306079362/status/2097690371702895072"}, {"date": "2026-09-08", "source": "X", "community": "@droid", "polarity": "complaint", "text": "@gitmaxd @droid i want to be a droid user too - but for some reason, payment is stuck for over a month now :(", "link": "https://twitter.com/306079362/status/2097220349008171140"}]}}, "account.bans_restrictions": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.499, "regardCi95": [0.497, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-03", "source": "X", "community": "@FactoryAI", "polarity": "complaint", "text": "i'd hoped to get the @factoryai credit before the weekend but i think they flagged me as a bot instead 🥲 [link]", "link": "https://twitter.com/808840/status/2106496339664408954"}]}}, "account.data_privacy": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.35, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5013, "regardCi95": [0.497, 0.507], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}}, "requests": {"authorWeeks": 329, "themes": [{"theme": "Official mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 15, "posts": 15, "examples": [{"agent": "factory", "date": "2026-10-16", "source": "X", "community": "@FactoryAI", "text": "i need an @interaction update about what’s cooking since @cognition acquired them, and i need a @factoryai mobile app. 🙏", "link": "https://twitter.com/16124492/status/2111132531512783249"}, {"agent": "factory", "date": "2026-10-01", "source": "X", "community": "@FactoryAI", "text": "@fellipesoares @factoryai it would be so clutch, especially when im in bed doomscrolling😅", "link": "https://twitter.com/1553360279207124999/status/2105499836200198148"}, {"agent": "factory", "date": "2026-10-01", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai bro you are perfect, just need a standalone mobile app please :( now i use paseo for remote access. webapp is fine sometimes but we need a mobile app.", "link": "https://twitter.com/106697513/status/2105485693606846873"}]}, {"theme": "Subscriptions usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 14, "posts": 14, "examples": [{"agent": "factory", "date": "2026-10-10", "source": "X", "community": "@droid", "text": "@gitmaxd @bot @droid you know what would be even better? if you implemented sign in with chatgpt and allowed us to use our xai/ super grok subscriptions with the droid harness, so that i could use the separate quota which my grok subscription gives inside grokbot.", "link": "https://twitter.com/2491738032/status/2108929165324132454"}, {"agent": "factory", "date": "2026-10-09", "source": "X", "community": "@FactoryAI", "text": "@adityawaslost @droid @factoryai droid is amazing i had to move off it because they don' t let you oauth in with your subs and i was so sick of having to update vibe proxy every couple of days with new models", "link": "https://twitter.com/1564038873763549184/status/2108508648188387507"}, {"agent": "factory", "date": "2026-09-29", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai hi droid dy guys support codex or claude oauth 👀", "link": "https://twitter.com/2009540015605600256/status/2104764591758868838"}]}, {"theme": "ChatGPT/Codex subscription usable in other tools", "criterion": "billing.subscription_portability", "authorWeeks": 12, "posts": 14, "examples": [{"agent": "factory", "date": "2026-10-01", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai i want to use my codex subscription in it the way i can with hermes agent and other harnesses.", "link": "https://twitter.com/1258948276272926732/status/2105464357509623880"}, {"agent": "factory", "date": "2026-09-29", "source": "X", "community": "@FactoryAI", "text": "@factoryai @openai how about support for individuals and login with chatgpt?", "link": "https://twitter.com/89291422/status/2105012446922670085"}, {"agent": "factory", "date": "2026-09-29", "source": "X", "community": "@droid", "text": "if @droid would allow to use your own codex sub inside their harness, i would've found my absolute dev environment.\nwould be great to see you allow this like devin does.", "link": "https://twitter.com/1821640621347495936/status/2104996497863352687"}]}, {"theme": "DeepSeek V4.1 Flash model support", "criterion": "models.catalog_access", "authorWeeks": 10, "posts": 10, "examples": [{"agent": "factory", "date": "2026-10-17", "source": "X", "community": "@droid", "text": "hi @droid, i noticed deepseek has released v4.1 flash 1017, but it looks like droid may still be using an older build. would it be possible to update it when you get a chance? thanks!", "link": "https://twitter.com/1845149059436449792/status/2111522522600812892"}, {"agent": "factory", "date": "2026-09-22", "source": "X", "community": "@FactoryAI", "text": "@tereza_tizkova @factoryai @droid i have been trying to ask you about deepseek 4.1 flash being offered for weeks", "link": "https://twitter.com/1258455699073441793/status/2102454686070571282"}, {"agent": "factory", "date": "2026-09-16", "source": "X", "community": "@droid", "text": "@droid when are you guys planning to introduce deepsek v4.1 flash?", "link": "https://twitter.com/1732405334487052288/status/2100221149082698170"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 8, "posts": 10, "examples": [{"agent": "factory", "date": "2026-10-15", "source": "X", "community": "@droid", "text": "@droid but can we have more usage? the usage is not really good.although i'm at the20plan, my friend at the200plan faces the same issue too. 🥹🥹🥹🥹", "link": "https://twitter.com/1518742213936570368/status/2110867042983395654"}, {"agent": "factory", "date": "2026-10-14", "source": "X", "community": "@FactoryAI", "text": "@factoryai but the usage time limit for the cloud computer is really too little, 80 hours a month, and when i use half of it, the work stops and migration is particularly troublesome 😭", "link": "https://twitter.com/2055515632146472960/status/2110184322175234471"}, {"agent": "factory", "date": "2026-10-09", "source": "X", "community": "@droid", "text": "i have said many times, @droid limits are terrible and that's the truth. 🤷♂️ [link]", "link": "https://twitter.com/160801814/status/2108612186436423854"}]}, {"theme": "Free trial of paid plans", "criterion": "billing.free_tier", "authorWeeks": 8, "posts": 9, "examples": [{"agent": "factory", "date": "2026-10-16", "source": "X", "community": "@droid", "text": "@droid heyo @droid was interested in testing it out with the 2d mmo i’m building, can you dm or smth?", "link": "https://twitter.com/1435507055109066752/status/2111244511590719855"}, {"agent": "factory", "date": "2026-10-06", "source": "X", "community": "@FactoryAI", "text": "@karanc_12 @droid @factoryai can i get droid voucher to try it.", "link": "https://twitter.com/2084491395868532736/status/2107323627679146371"}, {"agent": "factory", "date": "2026-10-03", "source": "X", "community": "@FactoryAI", "text": "@factoryai are we able to have a free voucher to try out droid", "link": "https://twitter.com/2078904340094324737/status/2106527203223601559"}]}, {"theme": "Honor promised credits and coupons", "criterion": "account.billing_errors", "authorWeeks": 7, "posts": 9, "examples": [{"agent": "factory", "date": "2026-10-13", "source": "X", "community": "@FactoryAI", "text": "@djuang1 @factoryai @glean maybe ship a signal where it is automatically gets activated if it was promised in the meeting regarding private preview almost 2 weeks ago?\n@matansf [link]", "link": "https://twitter.com/89731239/status/2109907281869713531"}, {"agent": "factory", "date": "2026-10-09", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai scam company, i still haven't received your coupon to this day, so the $200 coupon promotion is just a fake marketing gimmick. who would dare use their ai products with such a scammer?", "link": "https://twitter.com/1159835302275346433/status/2108698524217155637"}, {"agent": "factory", "date": "2026-10-09", "source": "X", "community": "@FactoryAI", "text": "hi @factoryai @tereza_tizkova , i still haven't received any response on email about the promotional max voucher i applied for.\ni've been using factory with the pro plan for a few months now and would really like to try out max. \nthank you in advance!", "link": "https://twitter.com/2095734015697285127/status/2108629254678200466"}]}, {"theme": "Linux desktop app and Linux support", "criterion": "setup.install_signin", "authorWeeks": 7, "posts": 8, "examples": [{"agent": "factory", "date": "2026-10-02", "source": "X", "community": "@FactoryAI", "text": "insane difference between opus 5.5 and sol 6.1 - both in speed and results. what's the best way to switch from chatgpt desktop to claude. i like the side chat interface and native browser so sticking to desktop app.\nalso when will @factoryai release its linux app??", "link": "https://twitter.com/1990461939466842113/status/2105835802131608028"}, {"agent": "factory", "date": "2026-10-01", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai 1) as much byok and byos support as possible, in particular for codex, opencode and devin. \n2) linux ubuntu desktop app.\n3) paradigm where i talk to 1 agent that then dispatches work to other agents.", "link": "https://twitter.com/392698133/status/2105541864699134435"}, {"agent": "factory", "date": "2026-09-28", "source": "X", "community": "@FactoryAI", "text": "its been like a century since you released the desktop app and still no linux support? @factoryai this is so gay.", "link": "https://twitter.com/1283352684448419842/status/2104421896078995783"}]}, {"theme": "Muse / Meta model support", "criterion": "models.catalog_access", "authorWeeks": 7, "posts": 7, "examples": [{"agent": "factory", "date": "2026-09-21", "source": "X", "community": "@FactoryAI", "text": "@factoryai thanks but can we have muse as well please? and qwen flash series?", "link": "https://twitter.com/70830663/status/2102177611451716065"}, {"agent": "factory", "date": "2026-09-05", "source": "X", "community": "@FactoryAI", "text": "@factoryai great job on model integration; any chance you will add muse spark 1.3 in the near future ?", "link": "https://twitter.com/1612797507007877121/status/2096227746292842859"}, {"agent": "factory", "date": "2026-09-20", "source": "X", "community": "@droid", "text": "i can use for example muse 1.3 spark free in open code to test out what open code harness can do - so if lets's say factory does a better job i'd like to test it out but there's no muse 1.3 spark free in droid so i'd likely stay on code or deep seek flash 4.1. how do i get hooked ?", "link": "https://twitter.com/3781517712/status/2101601490615861536"}]}, {"theme": "Configurable font family and size", "criterion": "ui.display_settings", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "factory", "date": "2026-09-30", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai customizing fonts (particularly font sizes and dyslexic font option) and contrast would be nice. some theming for colors as an option would be great. projects being able to exist without an open issue in sidebar would feel nice.", "link": "https://twitter.com/1923709631265959936/status/2105435728201048288"}, {"agent": "factory", "date": "2026-09-08", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai - management of /droids in factory app\n- change ui font family\n- \"full screen\" mode to view files - side bar is too limited size..\n- pin *todos* to sidebar - sometimes when todo list is too long it blocked more than half the screen lol", "link": "https://twitter.com/1257471091833884674/status/2097327955982811369"}, {"agent": "factory", "date": "2026-09-08", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai adjust the ui and the font and size of the conversation, it's too small, it hurts my eyes.", "link": "https://twitter.com/1912449457595248646/status/2097327812646748273"}]}, {"theme": "Control local desktop sessions from mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "factory", "date": "2026-10-06", "source": "X", "community": "@FactoryAI", "text": "@prathamdby @factoryai @droid fr droid need a mobile app i need to use droid computer from my phone", "link": "https://twitter.com/947588323/status/2107371155766366656"}, {"agent": "factory", "date": "2026-10-05", "source": "X", "community": "@FactoryAI", "text": "@tereza_tizkova @factoryai i mostly work with droid cli and it was a pleasent experience. i would rank it in s tier if it has native mobile app and remote control support", "link": "https://twitter.com/2071659097129463808/status/2107010143384940905"}, {"agent": "factory", "date": "2026-09-26", "source": "X", "community": "@droid", "text": "@droid is there to tell which model auto model is using for a given task?\nalso, mobile remote app please!", "link": "https://twitter.com/2023937351815467008/status/2103962781032534497"}]}, {"theme": "Remove the 5-hour usage window", "criterion": "limits.window_interrupts_work", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "factory", "date": "2026-09-25", "source": "X", "community": "@FactoryAI", "text": "i dont get it, why isn't @factoryai removing the 5h limit? \nit s an api wrapper harness.", "link": "https://twitter.com/1834314883510226944/status/2103441639041540512"}, {"agent": "factory", "date": "2026-09-21", "source": "X", "community": "@FactoryAI", "text": "@droid @melvindvivas @factoryai so are you going to cancel the 5 hour limit?", "link": "https://twitter.com/714294369331707904/status/2101910616378409377"}, {"agent": "factory", "date": "2026-09-08", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai usage reset! or you can just remove the 5h window", "link": "https://twitter.com/1090325687448281093/status/2097416099201474962"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 29, "negative": 20, "positiveShare": 59.2, "ci95": [45.2, 71.8]}, {"week": "2026-09-07", "positive": 29, "negative": 25, "positiveShare": 53.7, "ci95": [40.6, 66.3]}, {"week": "2026-09-14", "positive": 35, "negative": 27, "positiveShare": 56.5, "ci95": [44.1, 68.1]}, {"week": "2026-09-21", "positive": 34, "negative": 41, "positiveShare": 45.3, "ci95": [34.6, 56.6]}, {"week": "2026-09-28", "positive": 47, "negative": 46, "positiveShare": 50.5, "ci95": [40.6, 60.5]}, {"week": "2026-10-05", "positive": 59, "negative": 26, "positiveShare": 69.4, "ci95": [59.0, 78.2]}, {"week": "2026-10-12", "positive": 56, "negative": 26, "positiveShare": 68.3, "ci95": [57.6, 77.4]}], "weeklyScore": [{"week": "2026-08-31", "authors": 160, "reach": {"shareOfVoice": 0.49, "value": 0.438}, "regard": {"value": 0.514, "ci95": [0.503, 0.525]}, "score": {"value": 48.1, "ci95": [45.4, 50.9]}, "ranking": {"rank": 10, "rankRange": [8, 11]}}, {"week": "2026-09-07", "authors": 155, "reach": {"shareOfVoice": 0.5, "value": 0.359}, "regard": {"value": 0.509, "ci95": [0.498, 0.52]}, "score": {"value": 45.0, "ci95": [43.0, 46.9]}, "ranking": {"rank": 12, "rankRange": [10, 14]}}, {"week": "2026-09-14", "authors": 411, "reach": {"shareOfVoice": 1.33, "value": 0.52}, "regard": {"value": 0.521, "ci95": [0.509, 0.533]}, "score": {"value": 51.6, "ci95": [49.3, 54.2]}, "ranking": {"rank": 7, "rankRange": [5, 10]}}, {"week": "2026-09-21", "authors": 234, "reach": {"shareOfVoice": 0.65, "value": 0.454}, "regard": {"value": 0.508, "ci95": [0.497, 0.52]}, "score": {"value": 48.2, "ci95": [46.5, 49.9]}, "ranking": {"rank": 10, "rankRange": [7, 11]}}, {"week": "2026-09-28", "authors": 324, "reach": {"shareOfVoice": 0.9, "value": 0.497}, "regard": {"value": 0.52, "ci95": [0.508, 0.531]}, "score": {"value": 51.5, "ci95": [49.5, 53.4]}, "ranking": {"rank": 6, "rankRange": [5, 8]}}, {"week": "2026-10-05", "authors": 283, "reach": {"shareOfVoice": 0.9, "value": 0.52}, "regard": {"value": 0.524, "ci95": [0.514, 0.534]}, "score": {"value": 52.3, "ci95": [50.8, 53.9]}, "ranking": {"rank": 7, "rankRange": [6, 8]}}, {"week": "2026-10-12", "authors": 349, "reach": {"shareOfVoice": 1.3, "value": 0.574}, "regard": {"value": 0.54, "ci95": [0.525, 0.555]}, "score": {"value": 56.8, "ci95": [54.0, 59.2]}, "ranking": {"rank": 4, "rankRange": [3, 6]}}]}, {"id": "cursor", "name": "Cursor", "maker": "Anysphere", "sources": [{"channel": "X", "selector": "@cursor_ai", "posts": 14076}, {"channel": "Reddit", "selector": "r/cursor", "posts": 13617}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 1570}, {"channel": "Trustpilot", "selector": "Trustpilot", "posts": 48}, {"channel": "G2", "selector": "G2", "posts": 11}], "records": 29322, "judgingPosts": 11328, "authors": 13122, "authorWeeks": 17547, "reach": {"shareOfVoice": 8.42, "weightedUsers": 8539.9, "value": 0.802}, "regard": {"positiveAuthorWeeks": 2481, "negativeAuthorWeeks": 4811, "rawPositiveShare": 34.0, "rawCi95": [32.9, 35.1], "value": 0.487, "ci95": [0.474, 0.5]}, "score": {"value": 52.9, "ci95": [51.4, 54.4], "popularityZ": 0.906, "loveZ": -0.51}, "ranking": {"rank": 7, "rankRange": [6, 7]}, "levers": {"paying": {"score": 54.0, "gain": 1.14, "rank": 7}, "setup": {"score": 53.0, "gain": 0.12, "rank": 7}, "models": {"score": 53.3, "gain": 0.47, "rank": 7}, "reliability": {"score": 53.2, "gain": 0.28, "rank": 7}, "account": {"score": 53.3, "gain": 0.39, "rank": 7}}, "criteria": {"paying": {"praise": 651, "complaint": 2128, "n": 2779, "weighted": {"praise": 401.59, "complaint": 1334.17}, "praiseShare": 23.4, "ci95": [21.9, 25.0], "regard": 0.4671, "regardCi95": [0.445, 0.49], "salience": 38.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "this is the part of the week with the least amount of anxiety. fresh @cursor_ai, @bot, and @grok usage.\nall meters in the green ready for full send. [link]", "link": "https://twitter.com/1553888707/status/2111910940497101153"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "yup $20 claude for me and $10 opencode go and student cursor basically let's me go without any limits. opus 5.5 as orchestrator with composer 2.5 or deepseek v4 subagents", "link": "https://www.reddit.com/r/opencode/comments/1x8j55b/opencode_is_insane/phfi2vh/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "yes, gives flexibility. usage pool slightly better than before.", "link": "https://www.reddit.com/r/cursor/comments/1x6kz0l/did_yall_unify_your_account_yet/phae0ma/"}, {"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "2 days with full agent is only use 5% of usage? \n @cursor_ai premium is worth to try [link]", "link": "https://twitter.com/65905389/status/2111413963254546510"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "idk man, all i can say is hire me.\npre-ai era fullstack developer with infra experience - also runs a successful saas alone that has 90k+ mau, 15m + requests a month.\ni do my job + maintaining saas within a 20$ cursor sub. will save you a tons of token while getting the job done.", "link": "https://www.reddit.com/r/cursor/comments/1x7beuq/we_spend_30km_on_tokens_how_to_reduce_it/ph2pqe0/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai premium feels way worse than pro. 20% of my usage in two prompts, wtf are you guys doing?", "link": "https://twitter.com/2107111057940480000/status/2111620527085572519"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "got my second @cursor_ai ultra sub today. attempting to connect my origin-native repo directly to @firebase app connect, burned my entire 30 days ultra sub in 3. using 6.1 @openai to build full pr process, by chaining automations with web hooks. @build refreshes in 4 days. 👍👍", "link": "https://twitter.com/1888014285579894786/status/2111657461094518986"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai im about to regret why i upgardes to the new subscription wich takes out cloud and others making them credit only cmon grok must be the best and above all and the rest should be only if you want to use them", "link": "https://twitter.com/271911263/status/2111750443713941994"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@xfreeze what do you mean, i used 18% in one day and had to tell it to halt operations out of worry that it may run too high..\nthis was just in a matter of a few hours or so and i'm on the @cursor_ai $200 plan.", "link": "https://twitter.com/2111103738999877633/status/2111770889704686049"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @spacex the combined unified account resulted in me burning through my grok bit credits in a day. before i had separate usage for cloud cursor agents and was able to get a lot more bang for the buck having grok bot run cloud cursor agents.\nthat pattern no longer works", "link": "https://twitter.com/1692888440411418624/status/2111798909714546920"}]}}, "setup": {"praise": 199, "complaint": 346, "n": 545, "weighted": {"praise": 123.04, "complaint": 212.34}, "praiseShare": 36.5, "ci95": [32.6, 40.6], "regard": 0.4803, "regardCi95": [0.45, 0.51], "salience": 7.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai really cooked with grok bot this is insane. \nfrom download to functional workflows in minutes. \ndid not expect game like this", "link": "https://twitter.com/2849870992/status/2110567596869489009"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@xrpdomain @cursor_ai that's actually wild how smooth it feels to just prompt and get live domain data inside cursor, no setup, no friction impressed by how much they stripped away the complexity. feels like the future of tooling is already here.", "link": "https://twitter.com/1498556764391755776/status/2110670583008788710"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@bot @openai @anthropicai @cursor_ai - can you guys figure out a way to silently update your desktop apps? kind of annoying daily ritual at this point.", "link": "https://twitter.com/44176971/status/2111674920149340631"}, {"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "$60 per month membership on cursor but unable to connect all accounts (cursor, grok bot, grok, x) with a single or multiple clicks - plase take a look [link]\n @cursor_ai @bot @grok @elonmusk", "link": "https://twitter.com/22637572/status/2111563902509273111"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i have same issue, i can't connect grok and x , after consent and authorization given it will drops a phone number verification popup which escalates in an error as \"invalid phone number\", so iam stucked during unification process", "link": "https://www.reddit.com/r/cursor/comments/1x4x8c8/cursorcomunify_x_connect_fails_with_x_login/pgusihn/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "hi, i have same issue, original cursor login via google account, but can't add any of those during unification, so i cant proceed :((", "link": "https://www.reddit.com/r/cursor/comments/1x4x8c8/cursorcomunify_x_connect_fails_with_x_login/pguspoe/"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "navigating settings, dashboards etc between @cursor_ai and @grok is very confusing.", "link": "https://twitter.com/380739301/status/2110530465690251552"}]}}, "models": {"praise": 268, "complaint": 858, "n": 1126, "weighted": {"praise": 158.87, "complaint": 533.52}, "praiseShare": 23.8, "ci95": [21.4, 26.4], "regard": 0.4606, "regardCi95": [0.431, 0.49], "salience": 15.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "i bet on using @cursor_ai instead of @claudeai when everyone is heading in that direction. the grok 4.7 high model elegantly solves my daily problems.", "link": "https://twitter.com/1526968680361480193/status/2111780778241601934"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i liked 4.5 for coding. 4.6 and especially 4.7 and better for planning and reviewing.\nwith composer it is easy, just have grok 4.6 or 4.7 drive composer.\nwithout composer i would probably have grok 4.[address]grok 4.5 medium", "link": "https://www.reddit.com/r/cursor/comments/1x6e6yq/is_it_time_to_find_another_option_instead_of/pgw9iyf/"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "i really hope @spacexai starts investing in smaller models to complement the frontier push @grok makes.\nthis is what was so great about @cursor_ai 's composer family. absolutely owned the cost/speed/intelligence ratio for most day-to-day work, and now with grok 4.8 likely....", "link": "https://twitter.com/1236174635408011264/status/2110869891355959642"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "when building our mac app, a second model helps most when the first is stuck on a specific bug, not as a standing multi-agent team. cursor’s model picker gets much of that benefit without paying three times to maintain three versions of the same context.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4vdye/multiagent_orchestration_with_claude_pro_google/pgo8yc8/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i recently upgraded from pro to pro+ for grok bot and it's been amazing. if there is annual sub at discounted rate, i might jump over. i don't rally use 3rd party models and i'm actually happy with grok and composer, though i recognize gpt 6 astra and opus 5.5 are better. ", "link": "https://www.reddit.com/r/cursor/comments/1x4jjrm/cursor_is_now_part_of_the_x_subscription/pge8ov9/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "grok 4.7 is very buggy for a frontier model! and with the new subscription model, @cursor_ai has no alternatives now... so sad.\ni understand that part of the team has had huge product success with @bot, but it's really disappointing that cursor itself is struggling.", "link": "https://twitter.com/967976754890657792/status/2111888769683169769"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i’ve done that. but when a new session is open, grok is set as depaul by cursor. even after having it disabled from cursor settings", "link": "https://www.reddit.com/r/cursor/comments/1x8iip3/how_to_disable_grok_47/phe2g2s/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "you seem to have raised a very critical decision about not putting the consumer first, grok usage is forced and not justified to be a default one.", "link": "https://www.reddit.com/r/cursor/comments/1x500t9/cursor_degradation/ph4q7in/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "yeah but it's pretty useless as all the large models force you to use max mode. so you can normally only use models like haiku, luna, etc", "link": "https://www.reddit.com/r/cursor/comments/1x7dos2/final_thoughts_on_cursor/ph6zr5l/"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai really hope grok + composer can catch up to opus + sonnet + haiku. really loving claude's models for coding but missing the cursor ecosystem.", "link": "https://twitter.com/206993897/status/2110939902070378725"}]}}, "context": {"praise": 145, "complaint": 235, "n": 380, "weighted": {"praise": 84.32, "complaint": 138.82}, "praiseShare": 38.2, "ci95": [33.4, 43.1], "regard": 0.5075, "regardCi95": [0.478, 0.54], "salience": 5.2, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "true. also from experience, cursor are the first one who was doing a great job indexing the codebase. i think i don't know right now what's the situation with claude and the rest, but cursor are doing a great job at that as well. ", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pggxay8/"}, {"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "if you are going to write code, without a doubt, the claude model inside @cursor_ai sees not just a single file but the entire project and finds where the error is by itself. pasting code into chatgpt all the time is now a waste of time.", "link": "https://twitter.com/1034446320960983041/status/2108806829707030775"}, {"date": "2026-10-08", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai charts in the same chat is great. now i just need it to stop me from asking 14 more questions", "link": "https://twitter.com/1286508679391576064/status/2108307115094007966"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "yep, and actually opus and sol are a little bit better in cursor. i have all 20'$ subscriptions. and cursor code discovery is still unmatched ", "link": "https://www.reddit.com/r/cursor/comments/1wylfi5/using_claude_code_cursor/pe4giwj/"}, {"date": "2026-10-06", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "best setup i’ve found with @bot: don’t have it write the code or babysit the coding agent.\nhave it hand off once. the @cursor_ai cloud agent lands in your repo and uses the skills, playbooks, and checklists already there.\nthis took some serious fumbles to figure out.", "link": "https://twitter.com/19939826/status/2107285939978674493"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "you see that the answers \"were skipped,\" but do you know that the answers were actually selected, and some were even filled with text, but @cursor_ai thought that if i wrote \"additional information\" in the chat, then the selected answers could simply be skipped 🤬 [link]", "link": "https://twitter.com/1690461920/status/2111061374801784964"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "you see that the answers \"were skipped,\" but do you know that the answers were actually selected, and some were even filled with text, but @cursor_ai thought that if i wrote \"additional information\" in the chat, then the selected answers could simply be skipped🤬 [link]", "link": "https://twitter.com/1690461920/status/2111061451490382266"}, {"date": "2026-10-13", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": ".@cursor_ai @leerob @poteto pls tag/share with folks who work on the ide\ncursor has a weird bug with compaction/summarizing when model \"auto\" is selected\ncontext x% -> /summarize -> compacts -> next turn -> context (x + y)%\nnote: enterprise plan", "link": "https://twitter.com/1309695877888368640/status/2109993433096130628"}]}}, "work": {"praise": 872, "complaint": 745, "n": 1617, "weighted": {"praise": 516.18, "complaint": 454.6}, "praiseShare": 53.9, "ci95": [51.5, 56.3], "regard": 0.5154, "regardCi95": [0.494, 0.54], "salience": 22.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "so thanks the @googleai gemini 4 argon limits are ok now, but i feel like @antigravity needs an update, compared to @droid , @cursor_ai or @cognition devin it just cant compete.", "link": "https://twitter.com/2028221376092581888/status/2111400376003936274"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@noahkagan yep - rebuilt all over our @zapier triggers one by one, just copied and pasted them into @cursor_ai and it wired them into the exisiting apps", "link": "https://twitter.com/1130058906/status/2110831332662313241"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i cannot say i share your experience, composer 2.5 stays great for me and grok 4.6 or 4.7 on medium is enough in pretty much every case. only when i'm planning a 100% vibe coded project i will use high, not even extra high. ", "link": "https://www.reddit.com/r/cursor/comments/1x4q27m/cursor_is_becoming_costly_and_lesser_quality/pgh2mio/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "you can get them, you just need to pay.the api price. throttle back your cursor sub and spend the difference on the other models if you want them. i get almost everything done with cursor grok and composer and the quality is very good (due to pstack plugin, primarily)", "link": "https://www.reddit.com/r/cursor/comments/1x51s6g/comment/pgkp4hi/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "is it just me, or has @cursor_ai completely gone off the rails? 🤬\ni ask it to change a simple size, it completely misses the mark and introduces 3 brand new bugs. i’m spending more time fixing its regressions than coding.\nanyone else dealing with this garbage? 🤮", "link": "https://twitter.com/1965973235893182464/status/2111912414971113726"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i am using cursor to write a script that runs on youtube. i kept hearing weird audio playing in my headphones. i suspected it's cursor messing around. turns out, it is using this video to test my fucking script.", "link": "https://www.reddit.com/r/cursor/comments/1x8neu1/thats_interesting/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i have found claude code inside vs code with some plugins and minor tooling to be far more effective than cursor lately.", "link": "https://www.reddit.com/r/cursor/comments/1x6onge/final_straw_cancelled_cursor/ph40qo2/"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai a new best model every week and somehow my bug is still the same bug", "link": "https://twitter.com/1959439328683405312/status/2110922089138184625"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@nedley @cursor_ai mostly niche library edge cases and subtle async race conditions. it just starts looping in circles.", "link": "https://twitter.com/1380769041984278530/status/2110943005045833728"}]}}, "checking": {"praise": 94, "complaint": 82, "n": 176, "weighted": {"praise": 59.01, "complaint": 50.33}, "praiseShare": 53.4, "ci95": [46.0, 60.6], "regard": 0.5148, "regardCi95": [0.485, 0.545], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "yes, but in that case, we lose the diff git interface that allows you to keep or reject the generated code file by file. it's really this feature that is cool with cursor. by the way, it seems that the \"continue\" extension of vscode does the same, but i haven't tested it yet.", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pggvl7k/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i use both, but cursor is just for reading now. claude code makes the edits in the terminal, then i open the diff in cursor before i commit. that's where i catch the stuff it changed that i never asked for.", "link": "https://www.reddit.com/r/cursor/comments/1x3r2hw/anyone_still_using_cursor_next_to_claude_code/pfen4da/"}, {"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@aditya_t007 i haven't tried @coderabbitai (i should) but i have a few workflows setup on my cursor to do exactly that.\nalso @cursor_ai bugbot is pretty solid product.", "link": "https://twitter.com/1309409339824840704/status/2109597641076343116"}, {"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@tdinh_me @cursor_ai having the agent automatically record video demos for ui fixes saves so much back-and-forth when testing responsive layouts", "link": "https://twitter.com/1757796173933412352/status/2107007375106253182"}, {"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@tdinh_me @cursor_ai the video-per-pr bit is underrated for solo devs: it turns qa into a 30-second skim instead of a context switch. do you check them on every pr or only for ui changes?", "link": "https://twitter.com/1644372109269843968/status/2107008085927854431"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "hate it when i get errors @cursor_ai make it good in first try man ☹️\n#neathack [link]", "link": "https://twitter.com/1696198035817086987/status/2108974046000103854"}, {"date": "2026-10-04", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "my agent: all tests pass.\nme: how many tests are there?\nmy agent: define tests.\n@cursor_ai we need to talk about my agent's confidence [link]", "link": "https://twitter.com/2033957325631873024/status/2106755644061782133"}, {"date": "2026-10-04", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai i'd trust the one-click fix a lot more if the auto-opened issue pinned the exact commit too. i once spent an afternoon while the fix landed on main and the regression lived in a hotfix branch.", "link": "https://twitter.com/2101663661421158400/status/2106774217404658028"}, {"date": "2026-10-03", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai one click to fix. about fifty to convince myself the fix is real.", "link": "https://twitter.com/1084059983787032576/status/2106323138468356472"}]}}, "interface": {"praise": 303, "complaint": 380, "n": 683, "weighted": {"praise": 189.92, "complaint": 206.01}, "praiseShare": 44.4, "ci95": [40.7, 48.1], "regard": 0.5565, "regardCi95": [0.527, 0.585], "salience": 9.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "i always use @laravel.\nif i got a new computer, probably wouldn't even install php. @cursor_ai cloud agents are so dang good... and i use preview environments to test results.\nnothing runs locally anymore. it's amazing!!!", "link": "https://twitter.com/24272946/status/2111623993866519020"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@reidophotoshops @cursor_ai exactly! yours still has more stuff in between... here on mine, every day i'm getting more into the cursor... did you see the news in design mode? now we can take the css values and change them to see how it looks \nreally fine stuff 🤌🏼", "link": "https://twitter.com/1786389425401827328/status/2111816367498207446"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@jerryjliu0 @cursor_ai is actually cool, you can do checkouts to the different states (prompts), fork from it, etc, etc.", "link": "https://twitter.com/2084905588899655681/status/2110995082409029977"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "i was waiting for this feature for a while @cursor_ai i'm not disappointed. voice dictation is one thing, but chatting live with the agent is likely to make me much more productive [link]", "link": "https://twitter.com/800370953964265472/status/2111118437405892701"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "grok @bot + @cursor_ai cloud agents is such a magical combination", "link": "https://twitter.com/843519707269488640/status/2111144993826160681"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "i hate how @cursor_ai doesn't let me delete old threads. just putting them in the archive isn't enough for me.\n@poteto poteto poteto", "link": "https://twitter.com/1817155037938036736/status/2111795093405667830"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@prathamdby @cursor_ai @poteto yeah... i've got forbidden code that must be destroyed in my threads too. we really need to be able to delete them.", "link": "https://twitter.com/2048290395323297792/status/2111826326118088805"}, {"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@nima_tahami @cursor_ai their cloud environment kinda sucks though. use anything special when you’re on the go?", "link": "https://twitter.com/991530580926873600/status/2111307009840889899"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai another model in the dropdown. my agents still die the second i close the laptop.", "link": "https://twitter.com/9454872/status/2111101970480332988"}, {"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "is it possible to have separate @raycast shortcuts for @cursor_ai ide and agent view?\nit's tiresome shortcutting to agent window when i'm primarily in ide fine-tuning something", "link": "https://twitter.com/1536248836515061767/status/2109590459798716720"}]}}, "reliability": {"praise": 114, "complaint": 689, "n": 803, "weighted": {"praise": 65.43, "complaint": 380.88}, "praiseShare": 14.2, "ci95": [12.0, 16.8], "regard": 0.4768, "regardCi95": [0.439, 0.513], "salience": 11.0, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "composer is still fine and i use it sometimes (making sure to select it in cursor) because its extremely fast. claude models are significantly slower. but of course 5.5 is top top.", "link": "https://www.reddit.com/r/cursor/comments/1x43v91/i_had_the_time_of_my_life_with_composer_six/pfgjx05/"}, {"date": "2026-10-11", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai haiku 5.5 log in to cursor, fixing small bugs and writing comments is now saved, both fast and cheap.", "link": "https://twitter.com/1131908629320196097/status/2109140286874198260"}, {"date": "2026-10-03", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@jc[phone] @cursor_ai love that split. cursor for speed now, open source for when it can do the job.", "link": "https://twitter.com/102521598/status/2106502036476883004"}, {"date": "2026-09-29", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai the speed delta on 5.5 inside cursor composer is noticeable, but the real leverage is pairing it with tight lint/test gates. when an agent edits 6 files simultaneously, inline diff verification keeps speed from turning into technical debt.", "link": "https://twitter.com/2094149711137574912/status/2104778819240390706"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "is it not super slow? i switched away from claude code it 5 months ago because during work ours it was so slow. composer is instant.", "link": "https://www.reddit.com/r/cursor/comments/1wrx24u/1_year_of_cursor_switched_to_claude_best_decision/pclqmfi/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai projects have become basically unusable. incredibly slow for even basic tasks. is this just me?", "link": "https://twitter.com/7362502/status/2111829653862432898"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i am windows os user, everytime cursor update will failed. so,i need to end nodejs task using task manager (control+ alt + delete).", "link": "https://www.reddit.com/r/cursor/comments/1x891kf/cursor_updates/phayr3g/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "idk if it's just me but many times my update install failed and it actually deleted cursor for me so i had to download it again", "link": "https://www.reddit.com/r/cursor/comments/1x891kf/cursor_updates/phc6lc5/"}, {"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": ". @cursor_ai i am facing this issue : error: server error\n the server failed 4 times. please try again, or contact support if the issue persists.\nwhat to do?", "link": "https://twitter.com/1963633786362761222/status/2111380143092670574"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai can you guys get your status page updated and maybe show when webhooks are failing, like right now? it's annoying to hit a 400 error and manually retry a bunch of failed webhooks manually", "link": "https://twitter.com/1533776207619268608/status/2111101715076297161"}]}}, "account": {"praise": 59, "complaint": 745, "n": 804, "weighted": {"praise": 36.55, "complaint": 495.2}, "praiseShare": 7.3, "ci95": [5.7, 9.4], "regard": 0.3988, "regardCi95": [0.354, 0.444], "salience": 11.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@ainponce @spacexai @grok @cursor_ai @x @supergrok very easy, to be honest, i linked the accounts, paid the membership, and the refund from cursor for the remaining days arrived immediately.", "link": "https://twitter.com/1295538526684172289/status/2110531443017539722"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@eastsavin @elonmusk @bot @xai @cursor_ai i got refunded and given a plan that matched my usage.", "link": "https://twitter.com/790781280/status/2110577555787120825"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "the unified billing is a gift for @xcreators prorated, i even get a refund, fair pricing, no price drama, just the way x and @grok operates, and thanks to @cursor_ai \ni didnt automate this, all my grok bots are busy:)", "link": "https://twitter.com/190274824/status/2110638616527679923"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "ok, i was a little nervous to combine @x , @cursor_ai , @grok , and @bot (my new homies) under a single subscription. \nbut it went really smoothly -- so far, so good! [link]", "link": "https://twitter.com/18451316/status/2110824558093578683"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@xonecas @spacexai @cursor_ai @poteto great to hear it's resolved. agreed, the humans on support have been excellent.", "link": "https://twitter.com/454760366/status/2110381437119594774"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @spacex @spacexai can you pls remove this open invoice. i cant use grok bot for days now on the super unifed plan .....", "link": "https://twitter.com/1746480008787525632/status/2111724450160779567"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "i’m trying to unify my cursor, grok, grok bot and x accounts, all using the same email, but cursor credit blocks the merge and grok says it’s already part of another account setup. could the team help with this? thanks!\n@cursor_ai @bot @grok [link]", "link": "https://twitter.com/1610850704511610886/status/2111757180345131465"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai day 3 of trying to get support. (super subscription, cant use anything).", "link": "https://twitter.com/1746480008787525632/status/2111760369244869063"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "hi @elonmusk - account unification process is a mess - @cursor_ai @bot @x all treating a single email as different accounts.\nloved the flying car - but this is a really surprising miss from best engineering team in world?", "link": "https://twitter.com/2052122540680630278/status/2111805520738746682"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai pls put me a dm, there is no chance i get any support with my super plan. i am running out of options and its several days now without access", "link": "https://twitter.com/1746480008787525632/status/2111818535559188784"}]}}, "limits.plan_value": {"praise": 535, "complaint": 828, "n": 1363, "weighted": {"praise": 327.37, "complaint": 522.25}, "praiseShare": 39.3, "ci95": [36.7, 41.9], "regard": 0.4842, "regardCi95": [0.457, 0.512], "salience": 18.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "you should buy 200 ultra plan, now got 50% discount. i just got it yesterday.\ni am grok 4.7 extra high heavy user. i don't use grok bot and x.\nyou can test after 1 month then stop or down grade to 100 plan.\nfor me, good and cool. because grok is enough for my project.", "link": "https://www.reddit.com/r/cursor/comments/1x85g2l/cursor_ai_100_is_cool_or_its_waste/ph9yamw/"}, {"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "2 days with full agent is only use 5% of usage? \n @cursor_ai premium is worth to try [link]", "link": "https://twitter.com/65905389/status/2111413963254546510"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "idk man, all i can say is hire me.\npre-ai era fullstack developer with infra experience - also runs a successful saas alone that has 90k+ mau, 15m + requests a month.\ni do my job + maintaining saas within a 20$ cursor sub. will save you a tons of token while getting the job done.", "link": "https://www.reddit.com/r/cursor/comments/1x7beuq/we_spend_30km_on_tokens_how_to_reduce_it/ph2pqe0/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "same after just over a year of use 👏\nget way better value for money from a $20 claude subscription. am now giving devin a spin and will probably just take my $20 cursor subscription and give it to them instead 😄", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/ph3mtpj/"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "i upgraded to the new @bot subscription with @cursor_ai and i can confirm the $200 ultra plan is not going to be enough.\ni am already in with 28% usage down for the week and 6 days left...", "link": "https://twitter.com/1846903049584795648/status/2110920970852790318"}]}}, "limits.window_interrupts_work": {"praise": 19, "complaint": 53, "n": 72, "weighted": {"praise": 12.33, "complaint": 31.6}, "praiseShare": 26.4, "ci95": [17.6, 37.6], "regard": 0.5495, "regardCi95": [0.512, 0.586], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "the 5h limit is very annoying, like cursor pro for same $20 doesn’t have it ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pfa3c7s/"}, {"date": "2026-10-06", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@claudeai experience is really horrible when you hit limits. \nwtf.\nnever happened in @cursor_ai [link]", "link": "https://twitter.com/1632440039618539522/status/2107429374823895207"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i was sold on cursor the moment i found out, on my first day, that we don't have those pesky 5 hour limits that others push us into.", "link": "https://www.reddit.com/r/cursor/comments/1wmramb/is_it_bad_that_i_sorta_like_this/pb9860t/"}], "complaint": []}}, "limits.burn_rate": {"praise": 99, "complaint": 677, "n": 776, "weighted": {"praise": 60.68, "complaint": 404.87}, "praiseShare": 12.8, "ci95": [10.6, 15.3], "regard": 0.4287, "regardCi95": [0.392, 0.463], "salience": 10.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@harshit10sehgal @cursor_ai funny, i tested exactly that since. 1,079-line swiftui refactor, both built first try, zero retries: argon ~$0.48, opus $1.13", "link": "https://twitter.com/805538448107048961/status/2111146603432091941"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i use claude $20 plan to write detailed specs, and composer 2.5 to write the code in cursor with fast turned off it is roughly 19x cheaper than grok 4.7 high fast.", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/comment/pgqi9e2/"}, {"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai haiku 5.5 in cursor for shorter requests is a fast, cheap combo, love it! builders can iterate way more when the models stay this lean.", "link": "https://twitter.com/1489515986466320392/status/2108952069193211979"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai premium feels way worse than pro. 20% of my usage in two prompts, wtf are you guys doing?", "link": "https://twitter.com/2107111057940480000/status/2111620527085572519"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "got my second @cursor_ai ultra sub today. attempting to connect my origin-native repo directly to @firebase app connect, burned my entire 30 days ultra sub in 3. using 6.1 @openai to build full pr process, by chaining automations with web hooks. @build refreshes in 4 days. 👍👍", "link": "https://twitter.com/1888014285579894786/status/2111657461094518986"}, {"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "what the crap @spacex @cursor_ai ? both computer issues than i use up 100 in tokens on one response??", "link": "https://twitter.com/1291550259047530496/status/2111448236275765531"}]}}, "limits.allowance_change": {"praise": 13, "complaint": 297, "n": 310, "weighted": {"praise": 8.96, "complaint": 222.81}, "praiseShare": 4.2, "ci95": [2.5, 7.0], "regard": 0.4684, "regardCi95": [0.393, 0.535], "salience": 4.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "yes, gives flexibility. usage pool slightly better than before.", "link": "https://www.reddit.com/r/cursor/comments/1x6kz0l/did_yall_unify_your_account_yet/phae0ma/"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@wiiiimm @cursor_ai @grok @bot have you used token officer? i find the new ultra way betttter than the old ultra after the unification.", "link": "https://twitter.com/1349763929157689344/status/2110370159567466805"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "me too, i have the yearly plan, and it's good that they kept us as is. like, just today i used claude to do some tasks. i used gpt to do some tasks. so i think we should hold to our yearly plans. ", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pgid1tr/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai im about to regret why i upgardes to the new subscription wich takes out cloud and others making them credit only cmon grok must be the best and above all and the rest should be only if you want to use them", "link": "https://twitter.com/271911263/status/2111750443713941994"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @spacex the combined unified account resulted in me burning through my grok bit credits in a day. before i had separate usage for cloud cursor agents and was able to get a lot more bang for the buck having grok bot run cloud cursor agents.\nthat pattern no longer works", "link": "https://twitter.com/1692888440411418624/status/2111798909714546920"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai welp cursor has trashed their own app merging with grok. you now are limited to weekly usage and no longer a free $20 with the plan to use other models cancel your sub [link]", "link": "https://twitter.com/2104590984944271361/status/2111851562025009441"}]}}, "limits.reset_schedule": {"praise": 15, "complaint": 134, "n": 149, "weighted": {"praise": 7.9, "complaint": 75.75}, "praiseShare": 10.1, "ci95": [6.2, 15.9], "regard": 0.4542, "regardCi95": [0.428, 0.483], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "this is the part of the week with the least amount of anxiety. fresh @cursor_ai, @bot, and @grok usage.\nall meters in the green ready for full send. [link]", "link": "https://twitter.com/1553888707/status/2111910940497101153"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "great thing about upgrading to the @spacexai subscription is that it reset my @cursor_ai and @bot usage 🤲 and it came with 40% off", "link": "https://twitter.com/1539670870909747201/status/2111023976415699346"}, {"date": "2026-09-06", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "i got a token reset from @cursor_ai for by @bot and it's helping me reduce my personal tech debt by organizing the ridiculous email inbox. \nwe really live in an incredible future closer to the one i dreamed about as a kid. it genuinely makes me optimistic, i love it. 🤖🚀", "link": "https://twitter.com/320819021/status/2096392040451866692"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "curious as well. i’m on ultra and see no change. my only complaint is cursor never gives out any usage resets when openai, anthropic and xai do.", "link": "https://www.reddit.com/r/cursor/comments/1x6e6yq/is_it_time_to_find_another_option_instead_of/pgult1g/"}]}}, "limits.usage_meter": {"praise": 12, "complaint": 152, "n": 164, "weighted": {"praise": 7.63, "complaint": 88.94}, "praiseShare": 7.3, "ci95": [4.2, 12.4], "regard": 0.4928, "regardCi95": [0.446, 0.539], "salience": 2.2, "receipts": {"praise": [{"date": "2026-09-25", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "thanks @cursor_ai & @spacexai for adding plan usage meters 👏 [link]", "link": "https://twitter.com/2073328259681632256/status/2103390000805294309"}, {"date": "2026-09-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "turns out i ran out of usage haha, @bot show it to us in the chat like in @cursor_ai , i had no idea until i looks at settings.", "link": "https://twitter.com/388650865/status/2099907618198224983"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "full disclosure, i haven’t used claude yet, but i use chatgpt and cursor pretty much daily for coding/work.\none thing i actually like about cursor is how visible the usage is. it’s easy to see what a run is chewing through and get a feel for context/tokens. chatgpt feels way more ambiguous by comparison.\ni was using grok 4.6 pretty heavily, then recently tried composer 2.5 and yeah… i’m hooked lol", "link": "https://www.reddit.com/r/cursor/comments/1wwbwey/am_i_the_only_one_who_dislikes_cursor_usage_system/pdrqgrc/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@maxforai @cursor_ai when can we evaluate the token usage of the old and new $30 packages for grok? it feels less usable without the independent progress bar for the bot.", "link": "https://twitter.com/1420342396324171777/status/2110379943960199280"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "usage reported by @cursor_ai for @bot is supremely unhelpful. it is just a percentage of my weekly allowance. are your higher subscription tiers like this too? seriously not helpful at all.", "link": "https://twitter.com/1034135391312461825/status/2110473303009775827"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "with the new unified x sub... i can't see usage anymore on classic cursor sub", "link": "https://www.reddit.com/r/cursor/comments/1x4i6oh/with_the_new_unified_x_sub_i_cant_see_usage/"}]}}, "limits.prompt_cache": {"praise": 4, "complaint": 15, "n": 19, "weighted": {"praise": 2.66, "complaint": 9.61}, "praiseShare": 21.1, "ci95": [8.5, 43.3], "regard": 0.4946, "regardCi95": [0.482, 0.508], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai @bot cursor projects change \"one chat one task\" to long-term collaboration, which is just right for the long-term roadmap of fable 5.1. the coordinator is always online, and repeatedly reading the context reduces cache reads by 75%, which has a greater impact on daily usage than piling up another leaderboard score.", "link": "https://twitter.com/1800749035135074304/status/2101844640324292636"}], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "cache write for non-composer/grok have skyrocketed for me ins the past couple months. it makes 3rd party models usage unfeasible. have already troubleshooted at my side but this seems to happen server side. is it the same to you?", "link": "https://www.reddit.com/r/cursor/comments/1wwgje1/cursor_has_a_problem/pdl3dmb/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "am i the only one who is noticing that cache is bloating up the cost for no reason? last month for most of the days i ran cache is going crazy on me. love cursor but cache is eating up tokens like crazy. \n[link]\n", "link": "https://www.reddit.com/r/cursor/comments/1wpvf4m/is_cursors_token_usage_abnormally_high_compared/pdgn0qd/"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "cursor does break files into retrieval chunks, and that does cut tokens per call. the catch i hit is the fragment set changes every turn, so the prefix never repeats and cache-read goes basically to zero, while the whole-file path keeps reusing the same prefix at cache-read price. on a longer refactor the cheaper fragment path ended up costing more once i started logging cached\\_tokens per response instead of tokens per call.", "link": "https://www.reddit.com/r/cursor/comments/1w53g4e/claude_vs_cursor_using_the_same_models/p7esa4x/"}]}}, "billing.overage_charges": {"praise": 3, "complaint": 169, "n": 172, "weighted": {"praise": 2.02, "complaint": 110.59}, "praiseShare": 1.7, "ci95": [0.6, 5.0], "regard": 0.4154, "regardCi95": [0.381, 0.463], "salience": 2.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@grok @bot @x @cursor_ai you know top up credits are worthless rn. love you bye call me", "link": "https://twitter.com/1252688441759989763/status/2111837851918979423"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "i am getting more and more annoyed with the whole unified @subscriptions of @cursor_ai @bot grok and x... i have my monthly additional usage set to $0, yet cursor keeps charging it. i had like $6 left of my $15 credits and set cursor to `auto` to do some work. [link]", "link": "https://twitter.com/256855996/status/2111883891774824485"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "how come @cursor_ai charged me even though i have my monthly additional usage set to $0 once it ran out of the $6 in credits? this is the 2nd time it has done that. the cursor agent view even stopped because additional usage is off. [link]", "link": "https://twitter.com/256855996/status/2111883894996017519"}]}}, "billing.pricing_clarity": {"praise": 9, "complaint": 181, "n": 190, "weighted": {"praise": 5.06, "complaint": 110.71}, "praiseShare": 4.7, "ci95": [2.5, 8.8], "regard": 0.4912, "regardCi95": [0.43, 0.569], "salience": 2.6, "receipts": {"praise": [{"date": "2026-09-07", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i pay 20 a month for pro and finish my work without hitting limits.\n \neverything is in the subscription. you get your requests and no hidden costs show up on your card. if you go over the fast requests it just slows down.\n \nfor grok i use the bot in chat to research docs before i write code. it works for that.\n \nyou can add open weight providers in the settings under models. i run local models through ollama when i want zero cost on big files", "link": "https://www.reddit.com/r/cursor/comments/1w9udb4/is_cursor_worth_it/p8dur2j/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@darekgusto @x @cursor_ai these plans are so confusing, but my cursor is renewing tomorrow so i will have to check it out.", "link": "https://twitter.com/723754228238438400/status/2110357500952559797"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "yeah not able to understand the pricing,i downgraded to 20 dollar plan,and i am able to see similar 20 dollar included cursor 20 dollar api", "link": "https://www.reddit.com/r/cursor/comments/1x51s6g/comment/pgpvins/"}, {"date": "2026-10-13", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai judging by other comments on this post, looks like a botched launch from the team here … also i’ve been using cursor ultra for over 18 months and have no idea how to read or understand this new pricing", "link": "https://twitter.com/493751950/status/2109918742239207678"}]}}, "billing.free_tier": {"praise": 26, "complaint": 20, "n": 46, "weighted": {"praise": 15.72, "complaint": 10.74}, "praiseShare": 56.5, "ci95": [42.2, 69.8], "regard": 0.5006, "regardCi95": [0.482, 0.519], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "the only reason i love @cursor_ai is because somehow i’ve been freeloading for over 4 months with $50 credit and they’ve just… let me. absolute kings", "link": "https://twitter.com/2070244489780744192/status/2109682107853463738"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i tell cursor to always stick to inline and auto llm\nkeeps it free all the time", "link": "https://www.reddit.com/r/cursor/comments/1wuuckz/thanks_cursor_for_great_usage_limit/pdlamdb/"}, {"date": "2026-09-30", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@praneybehl @cursor_ai ok. so the 3b token i just did this month for $0 doesn't exist. you do you my friend.", "link": "https://twitter.com/566885402/status/2105307256518791424"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai sad that there’s no way to try it with the new plan without paying extra.", "link": "https://twitter.com/2007052689306501120/status/2110930703810760765"}, {"date": "2026-10-11", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@mlhacks emailed me my \"unique promo code\" for free cursor pro 👀\n✅ checked in\n✅ phone verified\n✅ github connected\nclicked claim: \"no unclaimed codes in pool\" 💀\nday 3 of 7 and it's empty?? did the viral threads drain it? refill coming @cursor_ai?\n#hacktoberfest #grokbot [link]", "link": "https://twitter.com/2067623157867872256/status/2109365589429068248"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i saw it once, but like after two request they hit you up for the paid service.", "link": "https://www.reddit.com/r/cursor/comments/1wpeqaa/i_composer_available_for_free_hobby_tier/pburgyz/"}]}}, "billing.subscription_portability": {"praise": 12, "complaint": 88, "n": 100, "weighted": {"praise": 9.03, "complaint": 57.81}, "praiseShare": 12.0, "ci95": [7.0, 19.8], "regard": 0.4193, "regardCi95": [0.397, 0.444], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "update: looks like they've resolved it. i connected my grokbot using supergrok but going into teh supergrok app then signing into cursor, grok and x with all the same account and we are away.\nthanks cursor et al team!", "link": "https://www.reddit.com/r/cursor/comments/1x7amgt/supergrok_and_unable_to_link_grokbot_cursor_fix/phgrihs/"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "thanks @x , @cursor_ai , @elonmusk \none subscription multi benefits. [link]", "link": "https://twitter.com/1738214412463624192/status/2110895786343223613"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@sunnysunchu same reason i stayed. separate assistants with their own role and memory is the part nobody else has nailed yet, and having @cursor_ai in the same plan is a nice bonus. i wrote about running four assistants side by side: [link]", "link": "https://twitter.com/34506657/status/2110436067086127226"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@brianroemmele today is day 3 that i am locked out of my grok @bot because @x is not sharing my premium+ subscription with @cursor_ai. very frustrating and apparently nobody can fix it.", "link": "https://twitter.com/1734426860606701568/status/2110558000801067256"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "when i found out i could connect zed to my claude pro subscription without triggering api costs cursor got uninstalled.\ni want model agnostic ide so i can choose my model provider without ux locking.", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgshzm4/"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai i wish we could have used it with the new x premium pass - like it was before with standalone cursor sub.", "link": "https://twitter.com/1013749216387256322/status/2110221339453964393"}]}}, "setup.install_signin": {"praise": 16, "complaint": 129, "n": 145, "weighted": {"praise": 9.86, "complaint": 88.64}, "praiseShare": 11.0, "ci95": [6.9, 17.2], "regard": 0.4469, "regardCi95": [0.417, 0.481], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "seems like a bad install, or as someone pointed out, a hung process.\ni have it installed on several pcs and none have a problem with the updates.", "link": "https://www.reddit.com/r/cursor/comments/1x891kf/cursor_updates/phbp41u/"}, {"date": "2026-10-07", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai also, this is so easy to set up. took < 5 seconds with a paired #. amazing.", "link": "https://twitter.com/37217204/status/2107769479740485941"}, {"date": "2026-10-01", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "tried setting up a cloud codex environment, taking years and so much effort compared to cursor. there’s just levels to this @cursor_ai", "link": "https://twitter.com/2090614627629481984/status/2105654630642278709"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@bot @openai @anthropicai @cursor_ai - can you guys figure out a way to silently update your desktop apps? kind of annoying daily ritual at this point.", "link": "https://twitter.com/44176971/status/2111674920149340631"}, {"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "$60 per month membership on cursor but unable to connect all accounts (cursor, grok bot, grok, x) with a single or multiple clicks - plase take a look [link]\n @cursor_ai @bot @grok @elonmusk", "link": "https://twitter.com/22637572/status/2111563902509273111"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i friggin did... i def didn't read anything and wanted to use the video editor for something and figured i'd lookup if i could link my cursor now that x bought it.... lead me to the link page and did it... then tried to use cursor and.... yeah fuck me man", "link": "https://www.reddit.com/r/cursor/comments/1x6kz0l/did_yall_unify_your_account_yet/ph0y0jx/"}]}}, "setup.provider_byok_local": {"praise": 26, "complaint": 57, "n": 83, "weighted": {"praise": 14.45, "complaint": 32.05}, "praiseShare": 31.3, "ci95": [22.4, 41.9], "regard": 0.4591, "regardCi95": [0.435, 0.483], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "cursor is a perfect ide and is smarter than claude but i never use grok or their trash 3rd pary models api. \njust chinese models via custom openai endpoints \nthe 8$ is good thing now ", "link": "https://www.reddit.com/r/cursor/comments/1x4tqqt/very_telling_almost_every_thread_is_about_how/pggpr92/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i just plug in my custom model to cursor , perfect cli with imperfect but controllable inference ", "link": "https://www.reddit.com/r/cursor/comments/1wtgkx4/cursor_was_such_a_beautiful_ide/pd5uuax/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "cursor environment is good\nso i use cursor+openrouter \nhappy with it ", "link": "https://www.reddit.com/r/cursor/comments/1wq5ull/so_no_more_other_models_generous_credits/pc3gk30/"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "will the @cursor_ai team 🙏🏻 fix the now-ancient paste bugs? not being able to add my openai api key to use codex is maddening.", "link": "https://twitter.com/19451886/status/2110587865810001999"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "cursor is now dead to me, i can't use localllms anymore. what a crock of shit", "link": "https://www.reddit.com/r/cursor/comments/1x4jjrm/cursor_is_now_part_of_the_x_subscription/pgnt9pm/"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@uixmat @cursor_ai its inferior unfortunately. i had active subscriptions on cursor, claude and codex but dropped cursor a while ago when it failed to connect to deepseek api. that was the last drop for me.", "link": "https://twitter.com/1701469498887294976/status/2110258515877240888"}]}}, "setup.extensions_mcp": {"praise": 47, "complaint": 80, "n": 127, "weighted": {"praise": 29.7, "complaint": 44.66}, "praiseShare": 37.0, "ci95": [29.1, 45.7], "regard": 0.4714, "regardCi95": [0.446, 0.497], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@xrpdomain @cursor_ai that's actually wild how smooth it feels to just prompt and get live domain data inside cursor, no setup, no friction impressed by how much they stripped away the complexity. feels like the future of tooling is already here.", "link": "https://twitter.com/1498556764391755776/status/2110670583008788710"}, {"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "just went heavy in depth through @cursor_ai skills/commands\ncrypto has zero excuses to not have a full product \nyou can literally build full smart contracts and eoa\nlike. wtf", "link": "https://twitter.com/48780576/status/2109481989418172741"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@lingxi @rasmic my @bot through @cursor_ai doesn’t connect to my @bluntriser !", "link": "https://twitter.com/1313671425136492545/status/2108364057250066525"}, {"date": "2026-10-04", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "hi @cursor_ai @spacexai \ni got this error trying to log in to my google account with the gmail mcp so i could run some automated workflows on mobile\nplease fix. thanks. [link]", "link": "https://twitter.com/1503360636922773512/status/2106846832165032162"}]}}, "setup.onboarding_docs": {"praise": 10, "complaint": 40, "n": 50, "weighted": {"praise": 5.4, "complaint": 22.82}, "praiseShare": 20.0, "ci95": [11.2, 33.0], "regard": 0.4969, "regardCi95": [0.476, 0.519], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai really cooked with grok bot this is insane. \nfrom download to functional workflows in minutes. \ndid not expect game like this", "link": "https://twitter.com/2849870992/status/2110567596869489009"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "it's really easy to set up. when you go and you click \"create project\" and connect a repo, the orchestrator bot shows up right away and is already ready to receive instructions. if you're not quite sure what to do, just ask it and it will tell you. ", "link": "https://www.reddit.com/r/cursor/comments/1wg22hl/is_switching_away_from_cursor_really_the_play/p9rwfo8/"}, {"date": "2026-09-02", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@teslaconomics @spacexai @cursor_ai just starting to use the product....user friendly for a non tech guy.", "link": "https://twitter.com/1494460032221696001/status/2095166139244364285"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "navigating settings, dashboards etc between @cursor_ai and @grok is very confusing.", "link": "https://twitter.com/380739301/status/2110530465690251552"}, {"date": "2026-10-02", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@dannypostma @cursor_ai soooo confusing.\nlook forward to their consolidation, which is coming soon from what i understand.", "link": "https://twitter.com/18451316/status/2105967002741321744"}, {"date": "2026-09-25", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@fatih @cursor_ai what the… i was all mad the other day when claude announced it and looked around. i still don’t know how to group 2-3 repos for local projects. i’ll poked around more today", "link": "https://twitter.com/1960383604367745026/status/2103514654722896171"}]}}, "setup.ide_integration": {"praise": 106, "complaint": 48, "n": 154, "weighted": {"praise": 66.02, "complaint": 27.98}, "praiseShare": 68.8, "ci95": [61.1, 75.6], "regard": 0.5747, "regardCi95": [0.545, 0.602], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "with claude code, how do you highlight a function or a file and tell claude it is doing it wrong, that it needs todo xyz… in cursor you just highlight it and ctrl-l", "link": "https://www.reddit.com/r/cursor/comments/1x8c2gq/whats_better_1_cursor_claude_code_vs_2_vs_code/phdj6zz/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "both… i use both… and codex.. all inside cursor using the claude and codex plugins for vs code. works great, gives me a ton of flexibility and i can have them check each others work", "link": "https://www.reddit.com/r/cursor/comments/1x5wavo/claude_20_vs_cursor_20/pgsmdbk/"}, {"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "idc how good the models get, nothing will beat the experience of tabbing in @cursor_ai bf claude code", "link": "https://twitter.com/1566089745960165378/status/2109718659480310151"}], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "if you are not using the ide . nothing . \nif you are using the ide . you loss almost all the feature its just plugin stick to the side of your ide . not a core part . \n", "link": "https://www.reddit.com/r/cursor/comments/1x1xrw0/cursor_going_downhill/pf549ch/"}, {"date": "2026-10-04", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "installed @code again. \nsometimes i just want a text editor that edits text. clicking \"ide↗\" in @cursor_ai and waiting a few seconds every time was killing me.", "link": "https://twitter.com/1172414664/status/2106568302575358322"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/ExperiencedDevs", "polarity": "complaint", "text": "cursor won't let me type in my own file. there's so many autocorrections that block the ability to type. i want to capitalize one letter but it will not let me. who enjoys this?", "link": "https://www.reddit.com/r/ExperiencedDevs/comments/1wsyw3t/experienced_devs_weekly_burnout_and_venting/pcwz0wu/"}]}}, "models.catalog_access": {"praise": 130, "complaint": 264, "n": 394, "weighted": {"praise": 79.64, "complaint": 180.47}, "praiseShare": 33.0, "ci95": [28.5, 37.8], "regard": 0.5554, "regardCi95": [0.521, 0.589], "salience": 5.4, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "when building our mac app, a second model helps most when the first is stuck on a specific bug, not as a standing multi-agent team. cursor’s model picker gets much of that benefit without paying three times to maintain three versions of the same context.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4vdye/multiagent_orchestration_with_claude_pro_google/pgo8yc8/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "not sure, as i use it from my company, but they have a ton of models to choose from.", "link": "https://www.reddit.com/r/cursor/comments/1x4kpoo/no_more_3rd_party_model_usage_via_x_subsciption/pgfiljy/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "grok 4.7 is very buggy for a frontier model! and with the new subscription model, @cursor_ai has no alternatives now... so sad.\ni understand that part of the team has had huge product success with @bot, but it's really disappointing that cursor itself is struggling.", "link": "https://twitter.com/967976754890657792/status/2111888769683169769"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "yeah but it's pretty useless as all the large models force you to use max mode. so you can normally only use models like haiku, luna, etc", "link": "https://www.reddit.com/r/cursor/comments/1x7dos2/final_thoughts_on_cursor/ph6zr5l/"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @spacexai i have been on the legacy plan, which is more perfect for me.\ni upgraded my plan and i realized that i could only access composer and grok models, which isn't suits my work at all.", "link": "https://twitter.com/1163109596610928641/status/2111080897373946337"}]}}, "models.routing_auto": {"praise": 87, "complaint": 313, "n": 400, "weighted": {"praise": 50.96, "complaint": 175.69}, "praiseShare": 21.8, "ci95": [18.0, 26.1], "regard": 0.475, "regardCi95": [0.441, 0.512], "salience": 5.5, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i use cursor for my hobby projects, claude for work, i have the feeling that cursor composer or auto handles the model delegation way better than just claude using opus or fable for everything. to me is hard to measure tokens + best model for each task", "link": "https://www.reddit.com/r/cursor/comments/1x3r2hw/anyone_still_using_cursor_next_to_claude_code/pfev87p/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "same here, auto mode has been surprisingly solid lately. if they expand context window to 1m it’s gonna be unbeatable ngl\n", "link": "https://www.reddit.com/r/cursor/comments/1x1p1j9/auto_is_starting_to_be_on_my_rooster/pey0h66/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "indeed, auto era is coming back it seems.. the last holding grudge is it not being 1m token.. for the rest of it, i love it, thanks for being back to your prime", "link": "https://www.reddit.com/r/cursor/comments/1x1p1j9/auto_is_starting_to_be_on_my_rooster/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i’ve done that. but when a new session is open, grok is set as depaul by cursor. even after having it disabled from cursor settings", "link": "https://www.reddit.com/r/cursor/comments/1x8iip3/how_to_disable_grok_47/phe2g2s/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "you seem to have raised a very critical decision about not putting the consumer first, grok usage is forced and not justified to be a default one.", "link": "https://www.reddit.com/r/cursor/comments/1x500t9/cursor_degradation/ph4q7in/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "and actually, why the heck does it auto-select grok when i’ve chosen a different model with each new agent? no, i don’t want to do gymnastics to change settings blah blah, i’ll just go somewhere else thenx", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgvny5q/"}]}}, "models.effort_control": {"praise": 14, "complaint": 15, "n": 29, "weighted": {"praise": 7.33, "complaint": 8.5}, "praiseShare": 48.3, "ci95": [31.4, 65.6], "regard": 0.4994, "regardCi95": [0.486, 0.513], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "fair point, especially regarding token usage. in hindsight it reads like a troll post. \nbut if you have the tokens, then 4.7 extra high punches far above 4.6 and 4.7 high", "link": "https://www.reddit.com/r/cursor/comments/1x358ou/actually_positively_surprised_by_grok_47_extra/pf7yp27/"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "update: i’m having better luck with grok 4.7 on medium thinking. so maybe try that if you’re also getting frustrated with 4.7.", "link": "https://www.reddit.com/r/cursor/comments/1woad6b/grok_47_performance_in_cursor/pbmwdyv/"}, {"date": "2026-09-23", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@lotusdecoder @cognition @cursor_ai actually, medium is enough, the official default is this, it's fast and easy to use.", "link": "https://twitter.com/933950123096227840/status/2102787686696452517"}], "complaint": [{"date": "2026-09-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "it definitely seems like the bumped it down a reasoning level. text writing looks like low/medium when i have it on high", "link": "https://www.reddit.com/r/cursor/comments/1wi9whb/grok_45_preforming_better_than_grok_46/pab3qwl/"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "agree. at medium threshold, it's ridiculous. i had to halt and intervene many times to prevent it from ruining my work. instructions following is better at high. i think the sweet spot is at high, not xhigh (overthinking could ruin it more)", "link": "https://www.reddit.com/r/cursor/comments/1w36xbw/setting_grok_46_to_extra_high/p82uuih/"}, {"date": "2026-09-01", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i wouldn't touch grok at anything less than high though. it's already making a lot of mistakes at this effort level", "link": "https://www.reddit.com/r/cursor/comments/1w36xbw/setting_grok_46_to_extra_high/p752p0q/"}]}}, "models.quality_drift": {"praise": 59, "complaint": 349, "n": 408, "weighted": {"praise": 35.45, "complaint": 219.7}, "praiseShare": 14.5, "ci95": [11.4, 18.2], "regard": 0.408, "regardCi95": [0.377, 0.441], "salience": 5.6, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i've not been having any of these issues at all, cursors been great for me and progressively improving month on month (ultra/3b+t)", "link": "https://www.reddit.com/r/cursor/comments/1x1xrw0/cursor_going_downhill/pf1enpj/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "it improved a lot with 5.5, before with 5 i was always trying to make it to the end of the workday, now i'm even using it to organize my gmail.", "link": "https://www.reddit.com/r/cursor/comments/1x0fgx4/como_economizar_no_cursor/pev4v8k/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i leverage opus 5/5.5 mainly for fe stuff with ui or large refractor of something against the codebase but mostly, like you, can use composer and grok on most other things. grok 4.7 is working out a whole lot better for me than 4.6. ", "link": "https://www.reddit.com/r/cursor/comments/1wuuckz/thanks_cursor_for_great_usage_limit/pdmubki/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "before today i would say composer 2.5 was great and had not changed, but after some work today and yesterday using composer that has changed. it does not seem the same as it was in the past, and its sad really. it really was a good model.", "link": "https://www.reddit.com/r/cursor/comments/1x61pas/ive_been_using_composer_25_fast_in_the_last_few/pgrkbhs/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i use it occasionally for quick stuff, as it's a little easier to set up than tmux+claude code. but it's gone drastically downhill since 3.0, and now _this_!", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pgfqq3d/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "hard agree. i've been sitting in on $20 a month for occasional usage, but cursor has lost its soul since 3.0 and then the xai takeover! 👋", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pgfr21z/"}]}}, "context.instruction_files": {"praise": 42, "complaint": 51, "n": 93, "weighted": {"praise": 23.55, "complaint": 31.61}, "praiseShare": 45.2, "ci95": [35.4, 55.3], "regard": 0.4732, "regardCi95": [0.448, 0.499], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "best setup i’ve found with @bot: don’t have it write the code or babysit the coding agent.\nhave it hand off once. the @cursor_ai cloud agent lands in your repo and uses the skills, playbooks, and checklists already there.\nthis took some serious fumbles to figure out.", "link": "https://twitter.com/19939826/status/2107285939978674493"}, {"date": "2026-09-24", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "there is a file called cursorda .cursorrules. you write the project style once, then you don't have to explain the same thing again in every conversation. @cursor_ai many people don't know this.", "link": "https://twitter.com/1034446320960983041/status/2103020959397724198"}], "complaint": [{"date": "2026-10-05", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "the whole point of this post is that cursor did not respect the skill files & rules. so what's the point of writing them if the agent is going to ignore it? and then since you don't like looking at the code you just merge any old bullshit ai came up with?", "link": "https://www.reddit.com/r/cursor/comments/1wxkg3e/cursor_no_longer_developer_tool_now_for_vibecoders/pdz5rap/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "cursor rules kept getting ignored for swiftui, so we built a local mcp server that reviews each edit with static analysis\n[removed]", "link": "https://www.reddit.com/r/cursor/comments/1wt1axl/cursor_rules_kept_getting_ignored_for_swiftui_so/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "thank you. i feel the same. though i feel like it got worse at reading instruction mdc files but that could just be because the files get bigger and context harder to manage or smth", "link": "https://www.reddit.com/r/cursor/comments/1wqhcse/grok_46_vs_47/pc48jul/"}]}}, "context.instruction_following": {"praise": 12, "complaint": 60, "n": 72, "weighted": {"praise": 6.85, "complaint": 35.79}, "praiseShare": 16.7, "ci95": [9.8, 26.9], "regard": 0.4762, "regardCi95": [0.456, 0.498], "salience": 1.0, "receipts": {"praise": [{"date": "2026-08-31", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i ran: 1x cursor 1x claude and 1x codex monthly $20 for nearly a year because i like having options and staying at the frontier. i dropped my claude sub last month for specifically this reason: claude behaves unpredictably, to the point i don’t trust it at all. \nnow i run 2x codex and 1x cursor and really never have to worry about rogue agents. the gpt lineup and composer 2.5 on cursor are great little rule followers. ", "link": "https://www.reddit.com/r/codex/comments/1w3ltfq/told_claude_dont_push_yet_let_me_test_it_first_it/p71k9hj/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "composer 2.5 was peak cursor. still insanely fast and very good instruction following", "link": "https://www.reddit.com/r/cursor/comments/1wmhp5w/grok_47_is_out_try_it/pb9czwh/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "grok especially just ignores structured instructions half the time, its frustrating", "link": "https://www.reddit.com/r/cursor/comments/1x86w67/deeper_not_bigger_i_turned_felix_riesebergs_depth/phd8n1r/"}, {"date": "2026-10-02", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@anthropicai @cursor_ai why do i have to repeat myself and eventually do it myself? \nthis is fable 5.1 high [link]", "link": "https://twitter.com/516931487/status/2106146773379289228"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/AI_Agents", "polarity": "complaint", "text": "how strict are you making the prompt rule in your system guidelines? whenever i tell claude code or cursor to \"check github first\", half the time it ignores the constraint unless i explicitly block tool access until a search step executes", "link": "https://www.reddit.com/r/AI_Agents/comments/1wt3kmi/how_to_stop_coding_agents_from_hallucinating/pcqsy8u/"}]}}, "context.clarifying_questions": {"praise": 4, "complaint": 11, "n": 15, "weighted": {"praise": 2.19, "complaint": 6.17}, "praiseShare": 26.7, "ci95": [10.9, 52.0], "regard": 0.494, "regardCi95": [0.484, 0.504], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i use plan on everything now so it thinks through logically and asks questions i may have forgot to inform it about", "link": "https://www.reddit.com/r/cursor/comments/1wwldfc/i_have_cursor_on_auto_it_never_makes_mistakes_is/pdnarby/"}], "complaint": [{"date": "2026-09-07", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@xai @cursor_ai \nbeen a long weekend. grok 4.6 on cursor. \ngod it jumps to wrong conclusions so often.\nand it's like a dark genie. \nwhere you make a wish and if you don't cover every single possible wrong interpretation of the wish, it finds a way to f*** you.", "link": "https://twitter.com/485979159/status/2097035883442769928"}, {"date": "2026-09-07", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "giant flaw #2 in @cursor_ai specifically to grok 4.6.\ni should not need to explain to your \"frontier\" model that \"if you don't recognize a certain skill or command, please do not try to infer it from random files on my hard drive\".\njust say \"can't find that skill\". too hard?", "link": "https://twitter.com/15436048/status/2097095587506077740"}, {"date": "2026-09-09", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai feedback:\ncursor shouldn’t start coding when i’m just planning, asking questions, or trying to understand how something would be done.\nthis is a big problem. it should ask first before writing code or creating a repo.\ni asked a simple question, stepped away while it was thinking, and came back to find it already creating a repo and writing code. that’s really frustrating.", "link": "https://twitter.com/1741145568125272064/status/2097591703825985787"}]}}, "context.long_context_decay": {"praise": 7, "complaint": 29, "n": 36, "weighted": {"praise": 4.14, "complaint": 17.41}, "praiseShare": 19.4, "ci95": [9.8, 35.0], "regard": 0.5032, "regardCi95": [0.481, 0.528], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@number1aifanboy @cursor_ai using cursor plan mode on a rust/tauri desktop build is where it shines, long context saves painful refactors", "link": "https://twitter.com/1395133841531101192/status/2104954419385115042"}, {"date": "2026-09-11", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai projects this direction is quite practical, especially being able to manage long tasks and context separately, finally not having to find progress again every time i open cursor.", "link": "https://twitter.com/2030175862553989126/status/2098254460242022808"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai cursorbench 4.0 context window handling for open-weight models is still rough on large codebases.", "link": "https://twitter.com/350714759/status/2105800182923485396"}, {"date": "2026-09-06", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "hey @cursor_ai @elonmusk, when are you going to fix this cursor hallucination? facing this very frequently due to short context-window limit and long prompting and heavier tasks. [link]", "link": "https://twitter.com/1931046065408483328/status/2096496183384682715"}]}}, "context.compaction": {"praise": 7, "complaint": 14, "n": 21, "weighted": {"praise": 4.21, "complaint": 7.72}, "praiseShare": 33.3, "ci95": [17.2, 54.6], "regard": 0.4991, "regardCi95": [0.487, 0.513], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-11", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "the boundary is the project and it's depending on you. initially my first one or two projects were huge. in a few weeks you start to get a feel and start creating smaller projects. for me i know i've have it good if my projects end in around 200-300 turns. also context is not an issue, remember we have plans, we have notes, so compaction doesn't lose meaningful information.", "link": "https://twitter.com/23119057/status/2098489644543352996"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "[link]\ni don't really see it killing my context. this is a chat that's been going on for a bit too long and needed a context summary, and even still, we're looking at fractions of a penny in terms of rule-related cost.", "link": "https://www.reddit.com/r/cursor/comments/1wmm80e/grok_47_xhigh_plan_composer_25_build_fast_mode_off/pb92fkf/"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": ".@cursor_ai @leerob @poteto pls tag/share with folks who work on the ide\ncursor has a weird bug with compaction/summarizing when model \"auto\" is selected\ncontext x% -&gt; /summarize -&gt; compacts -&gt; next turn -&gt; context (x + y)%\nnote: enterprise plan", "link": "https://twitter.com/1309695877888368640/status/2109993433096130628"}, {"date": "2026-09-24", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai a weird quirk/bug here, i added a project-context.md that the agent keeps updating (similar to your projects) but when this is done, the auto-compaction never happens and goes upto 500k thought the model has only 272k atm. [link]", "link": "https://twitter.com/1203189499322191872/status/2103020965152321799"}, {"date": "2026-09-24", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@silenthacks0 @cursor_ai 165k/300k (55%) and no compacted context...\nthat's total non-sens!!", "link": "https://twitter.com/4185957376/status/2103126937074119151"}]}}, "context.session_memory": {"praise": 39, "complaint": 52, "n": 91, "weighted": {"praise": 20.31, "complaint": 29.2}, "praiseShare": 42.9, "ci95": [33.2, 53.1], "regard": 0.4922, "regardCi95": [0.47, 0.515], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-03", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "migrations stop dying in chat history when the coordinator keeps context for months.\ni've been putting larger meniuz work into @cursor_ai projects instead of one-off agent sessions — same codebase knowledge, less re-explaining.\n#cursor #agents #buildinpublic #ai", "link": "https://twitter.com/262960825/status/2106429435712786483"}, {"date": "2026-09-28", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@fatih @cursor_ai yeah a central hub project changed how i run cursor too. one place for the shared context beats five scattered chats.", "link": "https://twitter.com/1446280322379759617/status/2104392515587817622"}, {"date": "2026-09-23", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "growing more and more fond of @cursor_ai projects and @bot as i get to use it more on my own projects.\nit's so freeing to have shared context about big projects in one place rather than passing things around here and there between different agents.\nsimplifies work a lot!", "link": "https://twitter.com/1299357060497371136/status/2102764493524877510"}], "complaint": [{"date": "2026-09-26", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@myguypye @bot @cursor_ai @poteto @lingxi i run grok bot as my personal agent and the learn loop is half the value. cursor agents that stay amnesiac across harness runs just make you re-teach the same repo quirks.", "link": "https://twitter.com/18615861/status/2103723031587631232"}]}}, "context.codebase_retrieval": {"praise": 50, "complaint": 33, "n": 83, "weighted": {"praise": 32.05, "complaint": 17.86}, "praiseShare": 60.2, "ci95": [49.5, 70.1], "regard": 0.5454, "regardCi95": [0.521, 0.572], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "true. also from experience, cursor are the first one who was doing a great job indexing the codebase. i think i don't know right now what's the situation with claude and the rest, but cursor are doing a great job at that as well. ", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pggxay8/"}, {"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "if you are going to write code, without a doubt, the claude model inside @cursor_ai sees not just a single file but the entire project and finds where the error is by itself. pasting code into chatgpt all the time is now a waste of time.", "link": "https://twitter.com/1034446320960983041/status/2108806829707030775"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "yep, and actually opus and sol are a little bit better in cursor. i have all 20'$ subscriptions. and cursor code discovery is still unmatched ", "link": "https://www.reddit.com/r/cursor/comments/1wylfi5/using_claude_code_cursor/pe4giwj/"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@dataguybobby @cursor_ai build as well...it's damn near trying to read the whole drive to do anything.", "link": "https://twitter.com/1916468546395426816/status/2107166653901668656"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "there does seem to be a bug where if the index cache is corrupt, it just sits there waiting.", "link": "https://www.reddit.com/r/cursor/comments/1wkezqe/i_think_they_just_broke_cursor_completely/paq6aw8/"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i don't trust the way it keeps reading files not necessary to answering the prompt. especially on my work laptop.", "link": "https://www.reddit.com/r/cursor/comments/1weddl3/thats_has_happened_to_cursor/p9dagrw/"}]}}, "context.attachments": {"praise": 2, "complaint": 9, "n": 11, "weighted": {"praise": 1.02, "complaint": 5.95}, "praiseShare": 18.2, "ci95": [5.1, 47.7], "regard": 0.4918, "regardCi95": [0.482, 0.501], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @spacex @spacexai is it just me? now you can't drag and drop files to chat to reference in prompts. that's pretty useful for [this.md] to be [[link]].", "link": "https://twitter.com/835304043266224128/status/2096296875012075848"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "importing files into chat is kinda busted, and i cannot select elements in the browser view.\nyou guys have got to add some kind of comprehensive e2e system. these are features that have been a part of cursor for a long time.\nplease fix it.", "link": "https://www.reddit.com/r/cursor/comments/1wwb9eq/latest_update_what_the_heck_did_you_do/"}]}}, "work.capability": {"praise": 625, "complaint": 279, "n": 904, "weighted": {"praise": 370.05, "complaint": 181.73}, "praiseShare": 69.1, "ci95": [66.1, 72.1], "regard": 0.522, "regardCi95": [0.496, 0.551], "salience": 12.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "re-wrote our document signing engine in 2 weekends thanks to @claudeai + @cursor_ai", "link": "https://twitter.com/182051410/status/2111716258076848388"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "watched the roadster launch and couldn't resist: made it playable in the browser. built it with @cursor_ai and honestly it surprised me, at times it doesn't even look real lol.\nquick first version, i'll keep refining the car model to match the real one 🚗 [link] [link]", "link": "https://twitter.com/1896773208415846400/status/2111025651423875098"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@noahkagan yep - rebuilt all over our @zapier triggers one by one, just copied and pasted them into @cursor_ai and it wired them into the exisiting apps", "link": "https://twitter.com/1130058906/status/2110831332662313241"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "the only thing i notice is the same project in cursor and the same project in claude and it comes out much more complete and better in claude.", "link": "https://www.reddit.com/r/cursor/comments/1x6fsel/por_que_tantas_quejas_de_cursor_y_en_costos/pgwsxfk/"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@handsomehank_ @cursor_ai and then from 60-70% to 90% it didn’t really build anything 😭 just copied things into folders and what not.", "link": "https://twitter.com/256855996/status/2110521828435546244"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@maxforai @cursor_ai cursor is used for programming, but grok programming is a mess, i am already ready to unsubscribe.", "link": "https://twitter.com/2030937908270788608/status/2110557299718902108"}]}}, "work.frontend_ui": {"praise": 33, "complaint": 35, "n": 68, "weighted": {"praise": 19.71, "complaint": 21.37}, "praiseShare": 48.5, "ci95": [37.1, 60.2], "regard": 0.5064, "regardCi95": [0.484, 0.53], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@maria_rcks better browser annotations for quick design/ui changes\n@cursor_ai does this best rn", "link": "https://twitter.com/437086246/status/2106092876623139009"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/webdev", "polarity": "praise", "text": "i used claude code since the start of the year but really appreciate cursor now. i really like being able to click on something in design mode and say fix the alignment here, wtf did you do with colour here etc. yes, i swear at ai a lot. ", "link": "https://www.reddit.com/r/webdev/comments/1ws4gwa/anyone_still_coding_without_heavy_usage_of_ai/pcijo59/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "everyday. pretty happy with it in frontend dev. viraui is made with auto, strong specs and rules. ", "link": "https://www.reddit.com/r/cursor/comments/1wn3rch/does_anyone_use_auto/pbc3yy2/"}], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i got tired of explaining tiny ui fixes to cursor/claude, so i built this", "link": "https://www.reddit.com/r/cursor/comments/1wwbveb/i_got_tired_of_explaining_tiny_ui_fixes_to/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "cursor kept giving me generic ai-looking ui, so i built a chrome extension that pulls the real design system from any website into a design.md\n[removed]", "link": "https://www.reddit.com/r/cursor/comments/1wvsrot/cursor_kept_giving_me_generic_ailooking_ui_so_i/"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "disappointed, too. been on the ultra plan for months, but i'm switching to claude code (terminal) with a max subscription today. while grok 4.6 and 4.7 deliver good backend performance, they struggle significantly with the frontend requirements of my agent-driven workflow.", "link": "https://www.reddit.com/r/cursor/comments/1woad6b/grok_47_performance_in_cursor/pbma3ud/"}]}}, "work.bug_diagnosis": {"praise": 18, "complaint": 10, "n": 28, "weighted": {"praise": 10.77, "complaint": 6.72}, "praiseShare": 64.3, "ci95": [45.8, 79.3], "regard": 0.4936, "regardCi95": [0.473, 0.512], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-08", "source": "Reddit", "community": "r/devops", "polarity": "praise", "text": "yep, download logs and put into folder in cursor ide on a cheap model.\nsaves me hours debugging weekly.", "link": "https://www.reddit.com/r/devops/comments/1x0syyd/ngl_dumping_raw_server_logs_into_a_massive/peptevv/"}, {"date": "2026-10-03", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "regression output no panic @cursor_ai rollouts finds the guilty pr with a single click the cloud agent also fixes it [link]", "link": "https://twitter.com/1034446320960983041/status/2106304257247023132"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i use it. it is useful when you need to test with actual data where the bug can't be reproduced easily. it adds logging and stuff around your code and cleans up afterwards", "link": "https://www.reddit.com/r/cursor/comments/1wszfvl/is_anyone_still_using_debug_mode/pcq99hu/"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai a new best model every week and somehow my bug is still the same bug", "link": "https://twitter.com/1959439328683405312/status/2110922089138184625"}]}}, "work.regressions_introduced": {"praise": 3, "complaint": 52, "n": 55, "weighted": {"praise": 1.8, "complaint": 31.87}, "praiseShare": 5.5, "ci95": [1.9, 14.9], "regard": 0.4911, "regardCi95": [0.459, 0.527], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "is it just me, or has @cursor_ai completely gone off the rails? 🤬\ni ask it to change a simple size, it completely misses the mark and introduces 3 brand new bugs. i’m spending more time fixing its regressions than coding.\nanyone else dealing with this garbage? 🤮", "link": "https://twitter.com/1965973235893182464/status/2111912414971113726"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "hey which models are you guys using rn for plan and code , can someone suggest ? grok 4.7 is not good its broke my ui", "link": "https://www.reddit.com/r/cursor/comments/1x1xrw0/cursor_going_downhill/pf07bdg/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "tired of cursor fixing 1 line and breaking 3 other features? we built an open-source 23-protocol agent constitution + mcp server to fix it.\n[removed]", "link": "https://www.reddit.com/r/cursor/comments/1wqhwi5/tired_of_cursor_fixing_1_line_and_breaking_3/"}]}}, "work.scope_overreach": {"praise": 2, "complaint": 67, "n": 69, "weighted": {"praise": 0.85, "complaint": 38.71}, "praiseShare": 2.9, "ci95": [0.8, 10.0], "regard": 0.4724, "regardCi95": [0.45, 0.501], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i am using cursor to write a script that runs on youtube. i kept hearing weird audio playing in my headphones. i suspected it's cursor messing around. turns out, it is using this video to test my fucking script.", "link": "https://www.reddit.com/r/cursor/comments/1x8neu1/thats_interesting/"}, {"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "i love the idea of @cursor_ai projects, but they feel a little overreaching. behavior is opt-out rather than opt-in. i don’t want you merge prs, leave review comments, or change the code based on a teammate’s suggestion: leave those executive decisions to me.", "link": "https://twitter.com/1720973114601791488/status/2107131651817951462"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i have noticed multiple bugs, yes. i need to steer it correctly. for example adding the shader in the wrong node of the scene graph, ended up adding 5 shaders when it could just have added 1 to the parent node", "link": "https://www.reddit.com/r/cursor/comments/1wwldfc/i_have_cursor_on_auto_it_never_makes_mistakes_is/pdlggd5/"}]}}, "work.stuck_loops": {"praise": 0, "complaint": 60, "n": 60, "weighted": {"praise": 0.0, "complaint": 33.49}, "praiseShare": 0.0, "ci95": [-0.0, 6.0], "regard": 0.4597, "regardCi95": [0.45, 0.47], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@nedley @cursor_ai mostly niche library edge cases and subtle async race conditions. it just starts looping in circles.", "link": "https://twitter.com/1380769041984278530/status/2110943005045833728"}, {"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "not sure if its grok or @cursor_ai but any time i start a new chat on a rails app, it does this and then starts checking for ruby paths. every time. and it usually ends up stuck. [link]", "link": "https://twitter.com/772444/status/2107158933462737395"}, {"date": "2026-10-02", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@mulak @cursor_ai auto-fixing tests across files is great until an env version mismatch traps the agent in a loop", "link": "https://twitter.com/1395133841531101192/status/2105849287712370897"}]}}, "work.premature_stop": {"praise": 1, "complaint": 11, "n": 12, "weighted": {"praise": 0.84, "complaint": 7.19}, "praiseShare": 8.3, "ci95": [1.5, 35.4], "regard": 0.5035, "regardCi95": [0.486, 0.532], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai it also just stops early, all the time, even with plan mode. today it stopped at stage 6 out of 12 and stated \"did not implement 7 - 12\" despite having no technical limitations to do so. this plan was just a code review, and it lasted a staggering 10 minutes.", "link": "https://twitter.com/1841200327980195848/status/2108729573626253727"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "\"welp boss, this seems like a great time to take a break! what a great stopping point!\"\ndude you finally fixed the bug and you think we're stopping now? ", "link": "https://www.reddit.com/r/cursor/comments/1wj4p6s/cursor_agents_saying_no/panq1wq/"}, {"date": "2026-09-17", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@stephenperreira @theaaron @cursor_ai @grok @bot roundabout vms are fine. mine still stops after one cheap search page. the shortlist is enough.", "link": "https://twitter.com/2077265437398880256/status/2100569684747726971"}]}}, "work.long_running_autonomy": {"praise": 43, "complaint": 16, "n": 59, "weighted": {"praise": 26.22, "complaint": 10.09}, "praiseShare": 72.9, "ci95": [60.4, 82.6], "regard": 0.4881, "regardCi95": [0.461, 0.514], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "my personal record with cursor so far:\n81 hours on a single goal. and it's still going. 🤯\nat this point, i'm curious...\nwhat's the longest you've kept @cursor_ai working on one task?", "link": "https://twitter.com/26743780/status/2109766161428774942"}, {"date": "2026-10-07", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai kicking off a task from the couch and checking in later is such a nice workflow. long agent runs just got way less babysitty", "link": "https://twitter.com/1634773295206916096/status/2107765302721495512"}, {"date": "2026-10-01", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "i beat the qwop world record with ai. 45.167s vs the human record of 45.530.\ni didn't tune it by hand. an agent (grok bot in @cursor_ai) ran the research loop for me: checking training every 15 min, killing runs that plateaued, and queueing the next experiment.\n[link]", "link": "https://twitter.com/3313024981/status/2105768487998337035"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai i gave up and sent opus 5.5 a similar plan, and it went for nearly seven hours without losing track of the plan stages. \ni don't mind if 4.7 is a lesser model than 5.5. but it's an agent model that can't run for more than an hour even if fed *every* step in detail in plan mode.", "link": "https://twitter.com/1841200327980195848/status/2108730459069059475"}, {"date": "2026-09-20", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@elie2222 ran @cursor_ai on a /goal for 36 hours.\na blocked cla step could not finish, so the agent invented checks and tasks.\n400 commits, 500 files, and it still claimed work remained.\nwithout a hard stop, agents invent busywork around gates. [link]", "link": "https://twitter.com/1464486759035805698/status/2101650374276911305"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "trying to use @cursor_ai app to burn my usage before it resets (grandfathered from supergrok heavy plan) but goal mode apparently doesn't work?? it just goes and then stops and i have to babysit it to continue. \ngoal is active and ticks up time and nothing happens. i'm going back to my tui, i'll just waste my usage, it's not even worth it.", "link": "https://twitter.com/587982527/status/2110780211818078317"}]}}, "work.multi_agent_orchestration": {"praise": 132, "complaint": 74, "n": 206, "weighted": {"praise": 75.31, "complaint": 40.99}, "praiseShare": 64.1, "ci95": [57.3, 70.3], "regard": 0.4997, "regardCi95": [0.47, 0.531], "salience": 2.8, "receipts": {"praise": [{"date": "2026-10-08", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i use it as much as possible. in plan mode i tell it i'll be using multitask mode so to plan according to that. i feel it does better as the ai is much more verbose in prompting the subagent than i would be, and the context never gets large so it stays on task ", "link": "https://www.reddit.com/r/cursor/comments/1x0jpax/cursor_multitask_useful_or_useless/peluoq9/"}, {"date": "2026-10-07", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@chsrbrts @cursor_ai projects is the first cursor feature that treats the agent like a team member instead of a tool. coordinator plus sub-agents with real ownership is how actual teams ship. how much of your prod pr review has moved to the ios app?", "link": "https://twitter.com/1694042016252874752/status/2107820934769815946"}, {"date": "2026-10-07", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@lazeskid @kristaletz @cursor_ai the project coordinator spins up the agents itself, so you end up only dealing with one point of contact", "link": "https://twitter.com/168759320/status/2107900194524422357"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "don't merge on the parent's ready. it assigned the same file twice and never saw the second write. i stop if the assignment list already has a path in two subagents.", "link": "https://www.reddit.com/r/cursor/comments/1x0jpax/cursor_multitask_useful_or_useless/pem1suc/"}, {"date": "2026-10-07", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @leerob can y’all please look into the issue where the orchestrator agent cannot spawn subagents from certain models in projects? i can’t use glm 5.3 flash for example unless i go into that agent and manually switch to it.", "link": "https://twitter.com/1675943202900287488/status/2107699867594449156"}, {"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "realised that @cursor_ai projects are agents with self contained agents only it can talk to in a silo. whereas agents in @bot can communicate with any other agent.", "link": "https://twitter.com/525750787/status/2107027021234889094"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.64}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4966, "regardCi95": [0.493, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 10, "complaint": 64, "n": 74, "weighted": {"praise": 6.36, "complaint": 38.77}, "praiseShare": 13.5, "ci95": [7.5, 23.1], "regard": 0.4762, "regardCi95": [0.453, 0.502], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-06", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i have been using cursor heavily for like 2 years and have been using allow everything since i can remember. never had the slightly issue with it deleting things incorrectly. ya'll have a skill issue.", "link": "https://www.reddit.com/r/cursor/comments/1wur8i7/composer_wiped_out_my_whole_drive/pea2f2y/"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "attention @bot users!\ntell your bots to document how to do their recovery in case you need to recreate them.\ni learned the hard way. @cursor_ai destroyed my desktop setup forcing itself into my bots and now i'm left scrambling with only my phone to recover.", "link": "https://twitter.com/1276302294573875203/status/2110698211643908341"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "cursor delete the entire source code of an application am builting the last one year and this happen somehow when i have it on auto and change agent , thank god i always have an external driver with a copy of my source otherwise i was gonna be lost by now", "link": "https://www.reddit.com/r/cursor/comments/1x3az20/cursor_agent_ran_a_recursive_rmdir_from_c_and/pgngbar/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "what model did you use? i am very hesitant with lower and older models as it seems it didn't have enough guardrails. i used haiku 5.5 for exploration but it wrote and modified files outside my repo.", "link": "https://www.reddit.com/r/cursor/comments/1x3az20/cursor_agent_ran_a_recursive_rmdir_from_c_and/pgegrux/"}]}}, "work.git_workflow": {"praise": 12, "complaint": 41, "n": 53, "weighted": {"praise": 6.36, "complaint": 23.03}, "praiseShare": 22.6, "ci95": [13.5, 35.5], "regard": 0.4794, "regardCi95": [0.461, 0.498], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai origin git alternative is really dope. its really super fast, i'm quite amazed", "link": "https://twitter.com/1964407024092958720/status/2104275344794775926"}, {"date": "2026-09-10", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@anuraggoel @cursor_ai shipping fast with zero friction git to deploy in one move makes you wonder how we ever tolerated the old way", "link": "https://twitter.com/1219769554248839168/status/2097977093636124842"}, {"date": "2026-09-09", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "hey @claudedevs , it's baffling me why claude for mac won't create a routine on branch push.. only prs and issues.. @cursor_ai has no problem with this.", "link": "https://twitter.com/13799152/status/2097816685000507848"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai most of my work as a solo developer, i want cursor to work on main branch instead of feature branches. i have git history if i want to revert something.\ncould you please add an option to just work on the desired branch?", "link": "https://twitter.com/3001246227/status/2110312276263890971"}, {"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @bot loving projects but one quick complaint - it adds cursor agent as an author to my commits! wtf??", "link": "https://twitter.com/999815910650138625/status/2107227913678635023"}, {"date": "2026-10-04", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "about an hour ago, i noticed some of my @cursor_ai commits being authored from [email] instead of cursoragent@... (the correct email). the agent just hallucinated this. apparently somebody (mnaumanofficial13-svg) has claimed that address (unverified ofc) on @github?", "link": "https://twitter.com/39139406/status/2106658063130505719"}]}}, "work.computer_browser_use": {"praise": 16, "complaint": 26, "n": 42, "weighted": {"praise": 8.46, "complaint": 14.3}, "praiseShare": 38.1, "ci95": [25.0, 53.2], "regard": 0.4832, "regardCi95": [0.467, 0.501], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-22", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@itseduvieira @cursor_ai a browser inside the agent kills the screenshot relay (and a lot of blind css guesses)", "link": "https://twitter.com/2007194879781474305/status/2102411755422949506"}, {"date": "2026-09-22", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@itseduvieira @cursor_ai having the browser built in sounds like a big advantage for ui work. it cuts down on screenshot relays and guesswork.", "link": "https://twitter.com/2160573998/status/2102464451354271902"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i find it pretty great on auto where it opens the browser and asks when something needs to be done manually", "link": "https://www.reddit.com/r/cursor/comments/1wffiex/does_any_one_else_use_cursor_for_job_applications/"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "why is @cursor_ai opening 100's of tabs in the cursor browser while working? it's crazy xd", "link": "https://twitter.com/1521243602533429248/status/2107108124146729266"}, {"date": "2026-10-03", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "i know i'm late to the game but i want a mac mini simply bc my @cursor_ai cloud agent can't demo ios apps", "link": "https://twitter.com/2520407760/status/2106198727320855024"}, {"date": "2026-09-29", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai please add a way to disable computer use/screenshots/videos on cloud agents, it is soooo slow and consumes a lot of tokens.", "link": "https://twitter.com/587087274/status/2104734871998623760"}]}}, "work.safety_refusals": {"praise": 2, "complaint": 31, "n": 33, "weighted": {"praise": 1.19, "complaint": 17.46}, "praiseShare": 6.1, "ci95": [1.7, 19.6], "regard": 0.4848, "regardCi95": [0.471, 0.503], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-02", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai killed any potential for @bot last week. they added guardrails that break bots without the ability to reset when reviewing any sort of code that even remotely looks hostile. hopefully @grok's team takes bot back from the nanny. #grok #nutswoundtight #useless #ai #bots", "link": "https://twitter.com/1510966699306237952/status/2106112519349608875"}, {"date": "2026-09-28", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "this is @cursor_ai preventing me from thinking through bug fixes on my own code base because the prompt is \"sensitive\". things seem to be getting worse across the board [link]", "link": "https://twitter.com/20165956/status/2104593426671173950"}, {"date": "2026-09-25", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai , first time see that my request been blocked\nfor sure my prompt very basical but to block it ? [link]", "link": "https://twitter.com/2066187529791930368/status/2103554217667596771"}]}}, "work.permission_prompts": {"praise": 12, "complaint": 41, "n": 53, "weighted": {"praise": 7.37, "complaint": 25.8}, "praiseShare": 22.6, "ci95": [13.5, 35.5], "regard": 0.4982, "regardCi95": [0.476, 0.522], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-25", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "not even going to click that\ncursor gives you a confirmation prompt when working outside project files\npebcak and reading that thread would be a waste of my valuable vibecoding time", "link": "https://www.reddit.com/r/cursor/comments/1wq0bdq/cursor_wiped_out_a_guys_entire_drive/pc10kig/"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "just run cursor in the auto review mode and not yolo mode it will flag actions that might have unintended side effects very reliably and ask you", "link": "https://www.reddit.com/r/cursor/comments/1w5p5xl/whats_actually_stopping_cursor_from_running/p7gwvf4/"}], "complaint": []}}, "work.plan_mode": {"praise": 47, "complaint": 15, "n": 62, "weighted": {"praise": 28.7, "complaint": 8.28}, "praiseShare": 75.8, "ci95": [63.8, 84.8], "regard": 0.532, "regardCi95": [0.513, 0.554], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-07", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i do similar but have claude write a prompt for cursor to plan implementation, because i like the plan functionality of cursor better. so scope (me) -> spec prompt (claude) -> plan (cursor) -> execute (cursor). usually don’t need more than composer for the cursor bits.", "link": "https://www.reddit.com/r/cursor/comments/1wzeq3a/plan_with_claude_code_implement_with_composer/pedbbbx/"}, {"date": "2026-10-03", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@openai: we need a way to create plan documents as first-class citizens in codex.\ncontext rot erodes our ability to effectively build and maintain a long-term plan over a long session. that's something you could learn from the folks at @cursor_ai.", "link": "https://twitter.com/15487120/status/2106490818295152642"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i use plan for everything and haven't had an issue with it so far", "link": "https://www.reddit.com/r/cursor/comments/1wuildx/grok_is_too_bad/pd41hig/"}], "complaint": [{"date": "2026-09-24", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "for the same reason i don't use plan, no. at this point things like this are unnecessary restrictions, the models are smart enough to figure out how to handle things provided your prompt is explicit enough", "link": "https://www.reddit.com/r/cursor/comments/1wow14z/does_anyone_use_goal/pbqqr39/"}, {"date": "2026-09-07", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@alexdanilowicz oh i hate when @cursor_ai ask me to use plan mode, we should have an option to get rid of it", "link": "https://twitter.com/1932171601220374528/status/2096948744784658904"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "kind of. the plan it makes really isn't that good tbh. i like superpowers brainstorming. seems to be much for thorough and hashes out the detail before hand. the plan mode in cursor just expands on the idea a bit and draws some graph to look like it's really thought out, but in reality it leaves too much room for agent implementation that just isn't what u had in mind.", "link": "https://www.reddit.com/r/cursor/comments/1wugjkq/is_plan_mode_still_useful/pdwbi80/"}]}}, "work.response_verbosity": {"praise": 4, "complaint": 25, "n": 29, "weighted": {"praise": 2.98, "complaint": 14.92}, "praiseShare": 13.8, "ci95": [5.5, 30.6], "regard": 0.4905, "regardCi95": [0.475, 0.509], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "grok 4.7 talks alot .\nand have style to his babble\nbabble\nand some of composer requests get redirected to grok 4.7 under the hood for same price .\nbut all that extra bla bla .\ni see my self alot of time typing \nin short ? ", "link": "https://www.reddit.com/r/cursor/comments/1wsax1o/how_cursor_tracks_the_spending/pckfrbg/"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "it's not the technical jargon, it's the weird short punchy talk. i've been an it engineer for 30 years and it had been confusing me lately. its like reading half a sentence. ", "link": "https://www.reddit.com/r/cursor/comments/1wjy8nh/is_there_any_way_to_make_cursor_grok_46_speak/paop584/"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "it's a huge pet peeve of mine, it's impossible to understand what the fuck it's talking about half the time. a trick that works is tell your grok agents to make a composer subagent proofread and reword in an easier-to-understand manner everything that grok tries to say.", "link": "https://www.reddit.com/r/cursor/comments/1wjy8nh/is_there_any_way_to_make_cursor_grok_46_speak/paqhml5/"}]}}, "work.sycophancy_pushback": {"praise": 2, "complaint": 6, "n": 8, "weighted": {"praise": 1.5, "complaint": 3.86}, "praiseShare": 25.0, "ci95": [7.1, 59.1], "regard": 0.5036, "regardCi95": [0.491, 0.52], "salience": 0.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "mine became better, it seems to align more with my style of conversation. it was very frustrating in the begining, replying like a us army officer, trying to take over the discussion. now it’s more like a team player, he argues, but in a more constructive way.", "link": "https://www.reddit.com/r/cursor/comments/1x5jswt/grok_bot_app_now_only_argues_and_progressively/phgrmfv/"}], "complaint": [{"date": "2026-09-24", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "grok feels so useless... and i really loved cursor in the past. but even luna 6 on high feels more usefull and is sooooooo much cheaper. the only thing grok can do is saying \"yes you are right\" and than still doing the opposite of what i asked for while writing weird code lol. ah and writing hundreds if different .md xd", "link": "https://www.reddit.com/r/cursor/comments/1wpd3mm/i_hate_to_admit_it_but_grok_sucks/pbudtvv/"}]}}, "verify.false_completion": {"praise": 2, "complaint": 34, "n": 36, "weighted": {"praise": 0.95, "complaint": 24.69}, "praiseShare": 5.6, "ci95": [1.5, 18.1], "regard": 0.5, "regardCi95": [0.464, 0.555], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-04", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "my agent: all tests pass.\nme: how many tests are there?\nmy agent: define tests.\n@cursor_ai we need to talk about my agent's confidence [link]", "link": "https://twitter.com/2033957325631873024/status/2106755644061782133"}]}}, "verify.self_testing": {"praise": 10, "complaint": 15, "n": 25, "weighted": {"praise": 5.75, "complaint": 8.41}, "praiseShare": 40.0, "ci95": [23.4, 59.3], "regard": 0.4837, "regardCi95": [0.468, 0.499], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-02", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai self-verification is the part that changes agentic coding. the agent does not just produce a diff; it checks the work against a target. i still want a human review, but the first line of defense can finally be inside the loop.", "link": "https://twitter.com/2086447538027073536/status/2095037549823643664"}, {"date": "2026-09-02", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai fable 5.1 in cursor is a game changer self verification makes all the difference.", "link": "https://twitter.com/2030308839644704768/status/2095055085566914759"}, {"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@poteto yes yes yes.... the first time i woke up to my @cursor_ai cloud agent's video demo verifying it's work i never looked back", "link": "https://twitter.com/2520407760/status/2109459497416556842"}], "complaint": [{"date": "2026-09-24", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai the agent writes the code, writes the monitoring plan, then verifies its own deploy. we reinvented grading your own homework and gave it a dashboard", "link": "https://twitter.com/2005670519929249792/status/2103035100581798283"}, {"date": "2026-09-02", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai self verification is the part i trust least. a model checking its own work shares the context that produced the mistake. what catches things in my builds is a separate script that can fail the run, with no model in it.", "link": "https://twitter.com/1537733038200786944/status/2094981420091613388"}, {"date": "2026-09-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "burning ai usage fixing the same bot-introduced ui bugs again and again isn’t a workflow. visual changes should require build + on-device proof before “done.” this needs to be a product-level reliability issue, not user babysitting. @bot @cursor_ai", "link": "https://twitter.com/1630452238593437696/status/2096139574087196770"}]}}, "verify.agent_code_review": {"praise": 35, "complaint": 9, "n": 44, "weighted": {"praise": 20.5, "complaint": 5.49}, "praiseShare": 79.5, "ci95": [65.5, 88.8], "regard": 0.5011, "regardCi95": [0.474, 0.524], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@aditya_t007 i haven't tried @coderabbitai (i should) but i have a few workflows setup on my cursor to do exactly that.\nalso @cursor_ai bugbot is pretty solid product.", "link": "https://twitter.com/1309409339824840704/status/2109597641076343116"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i can’t speak for your situation. you can tweak the yaml file to your specs and requirements. you are only as good as your config files :). but really, it’s been solid on following our coding standards and catching bad prs. ", "link": "https://www.reddit.com/r/cursor/comments/1wyp0kb/your_agents_write_prs_faster_than_anyone_can/pe4nvjb/"}, {"date": "2026-09-24", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@vibecoderofek @cursor_ai too early for a clean number. i just switched it on. the bigger win so far is noise: no more fresh flags on code that already passed review. i'll share the numbers once i have a full week to compare", "link": "https://twitter.com/2201379657/status/2103054480199541159"}], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@kentcdodds @cursor_ai @devinai @coderabbitai bugbot and coderabbit review the diff. they don't run the app. my worst bug, a chart line drawn twice, had a clean diff and passed static review; only a real browser check caught it, because the agent had already marked the task done.", "link": "https://twitter.com/1748692144213405696/status/2102277944152576079"}]}}, "verify.change_review_ui": {"praise": 51, "complaint": 29, "n": 80, "weighted": {"praise": 34.84, "complaint": 15.73}, "praiseShare": 63.8, "ci95": [52.8, 73.4], "regard": 0.5669, "regardCi95": [0.538, 0.599], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "the diff navigation is the one thing i'd miss too, that's basically the only reason i still open cursor", "link": "https://www.reddit.com/r/cursor/comments/1x3r2hw/anyone_still_using_cursor_next_to_claude_code/pgtt5lm/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "if there was an inline diff extension (not a diff tab, but cursor like inline diff), i would switch back to vs code today.", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/comment/pgosle8/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "same reason i still keep cursor around honestly, i mostly go there to look at the diff and check what claude actually changed. what's the part you miss most in the vs code extension?", "link": "https://www.reddit.com/r/cursor/comments/1x3r2hw/anyone_still_using_cursor_next_to_claude_code/pgfqo1l/"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai does anyone at cursor actually use the “changes → commits” diff viewer in agents view? it’s completely broken and unusable.. selecting a single commit is a cat-and-mouse game of toggling select/deselect all before you can pick one.", "link": "https://twitter.com/2844870331/status/2108630415896371464"}, {"date": "2026-09-27", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cjbell_ @cursor_ai agent branch commits hidden till pr is frustrating, i've hit that markdown plan viewer shuffle too", "link": "https://twitter.com/184674873/status/2104338238085509151"}]}}, "ui.display_settings": {"praise": 85, "complaint": 178, "n": 263, "weighted": {"praise": 50.19, "complaint": 98.32}, "praiseShare": 32.3, "ci95": [27.0, 38.2], "regard": 0.4972, "regardCi95": [0.467, 0.527], "salience": 3.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@reidophotoshops @cursor_ai exactly! yours still has more stuff in between... here on mine, every day i'm getting more into the cursor... did you see the news in design mode? now we can take the css values and change them to see how it looks \nreally fine stuff 🤌🏼", "link": "https://twitter.com/1786389425401827328/status/2111816367498207446"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i went all in on codex now using gpt 6.1 sol on medium + gpt 6 luna on high with some non-blocking orchestration.\n[this is my usage after a week]([link]). overall i'm enjoying it. its a little different and i miss the cursor ui for some things but i'll adjust i guess.", "link": "https://www.reddit.com/r/cursor/comments/1x5ksj3/cursor_premium_8_grok_chat_messages_ate_3_of_my/pgptvsl/"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": ".@mattyp quality of life feature request for @bot:\nadd canvas/html/generative ui artifacts rendering in chat just like in @cursor_ai \n🙏", "link": "https://twitter.com/861301133075238912/status/2110206253884678298"}], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "is it possible to have separate @raycast shortcuts for @cursor_ai ide and agent view?\nit's tiresome shortcutting to agent window when i'm primarily in ide fine-tuning something", "link": "https://twitter.com/1536248836515061767/status/2109590459798716720"}, {"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "why does @cursor_ai still not show you a timestamp when the chat was executed?", "link": "https://twitter.com/1823115271311089664/status/2108955977638633750"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i like the concept, but not the ui presentation. when i kick off a mt thread, i can't clearly keep track of each agent's response. i'd prefer an expandable bubble for each agent's update/response so i can continue guiding each one (in agents ui). \n", "link": "https://www.reddit.com/r/cursor/comments/1x0jpax/cursor_multitask_useful_or_useless/peuh6mp/"}]}}, "ui.session_history": {"praise": 12, "complaint": 53, "n": 65, "weighted": {"praise": 6.98, "complaint": 29.25}, "praiseShare": 18.5, "ci95": [10.9, 29.6], "regard": 0.4848, "regardCi95": [0.465, 0.506], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@jerryjliu0 @cursor_ai is actually cool, you can do checkouts to the different states (prompts), fork from it, etc, etc.", "link": "https://twitter.com/2084905588899655681/status/2110995082409029977"}, {"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai ask the follow-up in the same chat and get a fresh chart, that loop is so good! ⚡ chat-driven data work is going to be huge. 📊", "link": "https://twitter.com/1489515986466320392/status/2108845879327105334"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "nah just like that cursor has projects with enduring chats, and that you can edit md files in preview mode. claude code desktop has none of that ", "link": "https://www.reddit.com/r/cursor/comments/1wtjlvj/if_they_dont_release_composer_3_i_am_cancelling/pdiw93c/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "i hate how @cursor_ai doesn't let me delete old threads. just putting them in the archive isn't enough for me.\n@poteto poteto poteto", "link": "https://twitter.com/1817155037938036736/status/2111795093405667830"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@prathamdby @cursor_ai @poteto yeah... i've got forbidden code that must be destroyed in my threads too. we really need to be able to delete them.", "link": "https://twitter.com/2048290395323297792/status/2111826326118088805"}, {"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai i like your projects feature but as soon as you make a project it disappears from the list and you can never find it again.", "link": "https://twitter.com/15975524/status/2107066117416177854"}]}}, "ui.interrupt_steer": {"praise": 23, "complaint": 16, "n": 39, "weighted": {"praise": 17.22, "complaint": 8.61}, "praiseShare": 59.0, "ci95": [43.4, 72.9], "regard": 0.5339, "regardCi95": [0.512, 0.559], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "tbh i'd just be happy if ctrl+c interrupted. cursor does this and it feels intuitive. ", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x2en0e/please_add_a_setting_to_make_enter_insert_a_new/pf1uvof/"}, {"date": "2026-10-06", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai half my restarts were an agent that was 80% right with one wrong assumption, so keeping the context is the real win here. does a steer reach subagents already running in the background, or only the parent's next turn?", "link": "https://twitter.com/2066209285273538560/status/2107403148226597001"}, {"date": "2026-10-06", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai mid-run steering is such a 'why didn't this exist sooner' feature. nothing worse than watching your agent confidently build the wrong thing for 10 minutes while you have no wheel lol", "link": "https://twitter.com/1946533759261802496/status/2107418142897307961"}], "complaint": [{"date": "2026-09-12", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@poteto @mattyp @roshan_s @bot can you guys fix desktop @cursor_ai queing messages vs. forcing them immediately on the agent.\nalso, can i get project access!", "link": "https://twitter.com/773953758673895424/status/2098821742395318362"}, {"date": "2026-09-11", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai most of the time when i add a comment while it's working on something (especially with grok) this does indeed interrupt that task and does not circle back to it. [link]", "link": "https://twitter.com/2264632740/status/2098201666772406748"}, {"date": "2026-09-10", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "why does @cursor_ai no longer put new prompts into the queue? super annoying that it cancels the currently running", "link": "https://twitter.com/872233564154335232/status/2097979154289291761"}]}}, "surfaces.remote_mobile": {"praise": 74, "complaint": 75, "n": 149, "weighted": {"praise": 51.11, "complaint": 39.98}, "praiseShare": 49.7, "ci95": [41.7, 57.6], "regard": 0.4982, "regardCi95": [0.469, 0.525], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "i was waiting for this feature for a while @cursor_ai i'm not disappointed. voice dictation is one thing, but chatting live with the agent is likely to make me much more productive [link]", "link": "https://twitter.com/800370953964265472/status/2111118437405892701"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "the @bot to @cursor_ai mobile development experience is quite satisfying.", "link": "https://twitter.com/1670124925061943300/status/2110869506826420694"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "this, grok bot made this thing so much easier, cloud agents too. as an android user grok bots comes to the rescue.", "link": "https://www.reddit.com/r/cursor/comments/1x3sxr4/i_build_a_tool_to_work_with_cursor_on_my_phone/pfepx30/"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai my computer is discoverable on iphone but not on ipad. both are v1.13.0 ([zip code])", "link": "https://twitter.com/10637622/status/2107677323273371795"}, {"date": "2026-10-07", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "the latest @cursor_ai update for ios and mac shipped remote control to start agents directly from ios. \nhowever, it appears you still need to open a folder on mac first. wish it was more like @t3dotcodes or codex to let you navigate to and pick any folder from ios. [link]", "link": "https://twitter.com/20904050/status/2107761772501279210"}, {"date": "2026-10-07", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@viticci @cursor_ai @t3dotcodes the keep awake toggle only works when it's plugged in, so on a macbook remote control really means \"if i left it on the charger\". picking any folder from the phone is nice, but the mac actually being awake when i reach for it matters more", "link": "https://twitter.com/1352779391445700608/status/2107779041625337989"}]}}, "surfaces.cloud_sessions": {"praise": 136, "complaint": 77, "n": 213, "weighted": {"praise": 81.16, "complaint": 39.79}, "praiseShare": 63.8, "ci95": [57.2, 70.0], "regard": 0.5543, "regardCi95": [0.525, 0.583], "salience": 2.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "i always use @laravel.\nif i got a new computer, probably wouldn't even install php. @cursor_ai cloud agents are so dang good... and i use preview environments to test results.\nnothing runs locally anymore. it's amazing!!!", "link": "https://twitter.com/24272946/status/2111623993866519020"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "grok @bot + @cursor_ai cloud agents is such a magical combination", "link": "https://twitter.com/843519707269488640/status/2111144993826160681"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@basicbrogrammer @bot @spacexai @omarchy same pattern for me. most of my side projects get built by @cursor_ai cloud agents that @bot kicks off, and the laptop mostly comes out when i need something local. the ios simulator is the one point i can't argue with.", "link": "https://twitter.com/34506657/status/2111158929401217484"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@nima_tahami @cursor_ai their cloud environment kinda sucks though. use anything special when you’re on the go?", "link": "https://twitter.com/991530580926873600/status/2111307009840889899"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai another model in the dropdown. my agents still die the second i close the laptop.", "link": "https://twitter.com/9454872/status/2111101970480332988"}, {"date": "2026-10-10", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@bot @cursor_ai cloud pc hibernates repeatedly while i'm using sites over tailscale. today many sleep/wake cycles; each drops tailscale for minutes until a watchdog restarts it. need always-on / disable sleep. node grok-bot-vm-[phone].", "link": "https://twitter.com/1659971261685174272/status/2108847054449512456"}]}}, "rel.service_errors": {"praise": 16, "complaint": 219, "n": 235, "weighted": {"praise": 6.67, "complaint": 106.86}, "praiseShare": 6.8, "ci95": [4.2, 10.8], "regard": 0.4855, "regardCi95": [0.443, 0.531], "salience": 3.2, "receipts": {"praise": [{"date": "2026-09-16", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "grok @bot down for hours. fortunately, essential context lives elsewhere, and was able to execute most workflows with good ol' @cursor_ai. unwise to depend too much on any single platform, no matter how good it's been working in the past.", "link": "https://twitter.com/37737035/status/2100300186073321700"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "my grokbot is saying \"under heavy load try again later\" (bull shit cuz i pay $100/month and now i cant use it when i want to ) but i was justing using 5.3 codex xh in cursor fine\n[link]\n", "link": "https://www.reddit.com/r/cursor/comments/1w6btwy/all_models_are_down/p7lspox/"}, {"date": "2026-09-03", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "everyone crashed, but you are the only one working like a lion @cursor_ai", "link": "https://twitter.com/1534797704706105344/status/2095565573593637365"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": ". @cursor_ai i am facing this issue : error: server error\n the server failed 4 times. please try again, or contact support if the issue persists.\nwhat to do?", "link": "https://twitter.com/1963633786362761222/status/2111380143092670574"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @spacex yet today, the entire thing had a major malfunction and a meltdown, and there’s nothing on your page about it. why is that?", "link": "https://twitter.com/1864688803199279104/status/2110461034624663912"}, {"date": "2026-10-13", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai hey big boy, i think you turned cursor off by accident.", "link": "https://twitter.com/1886540915332014080/status/2109815199402480096"}]}}, "rel.response_speed": {"praise": 83, "complaint": 194, "n": 277, "weighted": {"praise": 50.2, "complaint": 111.77}, "praiseShare": 30.0, "ci95": [24.9, 35.6], "regard": 0.5255, "regardCi95": [0.492, 0.558], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "composer is still fine and i use it sometimes (making sure to select it in cursor) because its extremely fast. claude models are significantly slower. but of course 5.5 is top top.", "link": "https://www.reddit.com/r/cursor/comments/1x43v91/i_had_the_time_of_my_life_with_composer_six/pfgjx05/"}, {"date": "2026-10-11", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai haiku 5.5 log in to cursor, fixing small bugs and writing comments is now saved, both fast and cheap.", "link": "https://twitter.com/1131908629320196097/status/2109140286874198260"}, {"date": "2026-10-05", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@0xchunha @cursor_ai @bot that snappy speed where you've gotta unlearn waiting hit me and i've felt that before", "link": "https://twitter.com/437132487/status/2107152562399084758"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai projects have become basically unusable. incredibly slow for even basic tasks. is this just me?", "link": "https://twitter.com/7362502/status/2111829653862432898"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "been using cc in vs code and had a great experience. opus 5.5 feels faster than in cursor too. anecdotally ofc.", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/whats_alternative_to_cursor_now/pgkxpgg/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "with how much slower cursor has gotten i think i am going to switch to claude code via cline. how would i go about migrating my projects to cline from cursor?", "link": "https://www.reddit.com/r/cursor/comments/1x4zgyj/need_help_migrating_to_claude/"}]}}, "rel.client_failures": {"praise": 12, "complaint": 236, "n": 248, "weighted": {"praise": 6.52, "complaint": 133.48}, "praiseShare": 4.8, "ci95": [2.8, 8.3], "regard": 0.4558, "regardCi95": [0.41, 0.502], "salience": 3.4, "receipts": {"praise": [{"date": "2026-09-27", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i’m running an m1 air w 16gb and it runs like a breeze. maybe it’s the actual workload you have it running?", "link": "https://www.reddit.com/r/cursor/comments/1wmj0pw/does_cursor_make_anyone_elses_computer_extremely/pcdw03l/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "haven’t had any problems like this at all on my m2 air w/ 16gb ram", "link": "https://www.reddit.com/r/cursor/comments/1wmj0pw/does_cursor_make_anyone_elses_computer_extremely/pberlbo/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "works fine for me. are you running dev servers locally? it sounds like you're running out of ram.", "link": "https://www.reddit.com/r/cursor/comments/1wmj0pw/does_cursor_make_anyone_elses_computer_extremely/pb7d77v/"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "this is my experience with cursor and not cc\ncursor uses a disgusting amount of memory and feels bloated\ncc works pretty well ", "link": "https://www.reddit.com/r/cursor/comments/1x4kv5s/yet_another_cursor_letdown_since_spacex/pgfa9ji/"}, {"date": "2026-10-09", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "fuck you @cursor_ai \nunstable prompt textbox \nkeeps unsetting my typed prompt.\nfuck you.", "link": "https://twitter.com/3235584836/status/2108503673206710695"}, {"date": "2026-10-09", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "i don't know why but i noticed that @cursor_ai is consuming a lot of cpu and spawning many node processes for two background tasks 🤔 [link]", "link": "https://twitter.com/197539492/status/2108577040869855396"}]}}, "rel.update_breakage": {"praise": 6, "complaint": 77, "n": 83, "weighted": {"praise": 3.4, "complaint": 47.95}, "praiseShare": 7.2, "ci95": [3.4, 14.9], "regard": 0.4723, "regardCi95": [0.448, 0.501], "salience": 1.1, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i am windows os user, everytime cursor update will failed. so,i need to end nodejs task using task manager (control+ alt + delete).", "link": "https://www.reddit.com/r/cursor/comments/1x891kf/cursor_updates/phayr3g/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "idk if it's just me but many times my update install failed and it actually deleted cursor for me so i had to download it again", "link": "https://www.reddit.com/r/cursor/comments/1x891kf/cursor_updates/phc6lc5/"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "swapping design in cursor to annotate kind of messes everything up. command + l doesn't add it to the input. shift + tab no longer switches the mode either @cursor_ai", "link": "https://twitter.com/1892343552983646208/status/2110663116937908698"}]}}, "account.support": {"praise": 50, "complaint": 491, "n": 541, "weighted": {"praise": 31.13, "complaint": 330.76}, "praiseShare": 9.2, "ci95": [7.1, 12.0], "regard": 0.4094, "regardCi95": [0.365, 0.453], "salience": 7.4, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@ainponce @spacexai @grok @cursor_ai @x @supergrok very easy, to be honest, i linked the accounts, paid the membership, and the refund from cursor for the remaining days arrived immediately.", "link": "https://twitter.com/1295538526684172289/status/2110531443017539722"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@eastsavin @elonmusk @bot @xai @cursor_ai i got refunded and given a plan that matched my usage.", "link": "https://twitter.com/790781280/status/2110577555787120825"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@xonecas @spacexai @cursor_ai @poteto great to hear it's resolved. agreed, the humans on support have been excellent.", "link": "https://twitter.com/454760366/status/2110381437119594774"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai day 3 of trying to get support. (super subscription, cant use anything).", "link": "https://twitter.com/1746480008787525632/status/2111760369244869063"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai pls put me a dm, there is no chance i get any support with my super plan. i am running out of options and its several days now without access", "link": "https://twitter.com/1746480008787525632/status/2111818535559188784"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@grok @bot @cursor_ai @leerob @elonmusk [link] redirects to [link] which is a broken page, see screen attached.\ni've sent an email to [email] and was no help. \ncalling for a real human to step in. [link]", "link": "https://twitter.com/1592584845875617794/status/2111843584572018748"}]}}, "account.billing_errors": {"praise": 6, "complaint": 302, "n": 308, "weighted": {"praise": 4.19, "complaint": 199.11}, "praiseShare": 1.9, "ci95": [0.9, 4.2], "regard": 0.5546, "regardCi95": [0.4, 0.709], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "the unified billing is a gift for @xcreators prorated, i even get a refund, fair pricing, no price drama, just the way x and @grok operates, and thanks to @cursor_ai \ni didnt automate this, all my grok bots are busy:)", "link": "https://twitter.com/190274824/status/2110638616527679923"}, {"date": "2026-10-15", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "ok, i was a little nervous to combine @x , @cursor_ai , @grok , and @bot (my new homies) under a single subscription. \nbut it went really smoothly -- so far, so good! [link]", "link": "https://twitter.com/18451316/status/2110824558093578683"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "you'll get the refund.\ni had pro+ and i upgraded to ultra and immediately got refunded for my previous plan.", "link": "https://www.reddit.com/r/cursor/comments/1w8z6nj/purchased_annual_plan_switch_to_different_monthly/p88pdek/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai @spacex @spacexai can you pls remove this open invoice. i cant use grok bot for days now on the super unifed plan .....", "link": "https://twitter.com/1746480008787525632/status/2111724450160779567"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai - anyone else seeing their previous ultra sub downgrade as part of the 𝕏 sub stuff? \ni planned to get the annual ultra membership anyway once i heard 𝕏 sub was happening, but now i believe i'll be paying for it 3 weeks earlier than i should based on 1mo cursor ultra", "link": "https://twitter.com/2170884710/status/2111838447501509095"}, {"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "yeah @cursor_ai, i'll email support - i got downgraded as part of the 𝕏 merge [link]", "link": "https://twitter.com/2170884710/status/2111840854180598124"}]}}, "account.bans_restrictions": {"praise": 2, "complaint": 117, "n": 119, "weighted": {"praise": 1.68, "complaint": 79.04}, "praiseShare": 1.7, "ci95": [0.5, 5.9], "regard": 0.4318, "regardCi95": [0.405, 0.467], "salience": 1.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@elonmusk @petergyang @x @nikitabier @support my grok bot is still blocked from a bug that went live last monday, causing @cursor_ai to classify my account as ineligible for grok @bot, even though i have always had x premium+.", "link": "https://twitter.com/1734426860606701568/status/2111909828134371490"}, {"date": "2026-10-16", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@artemisconsort wife is trying to pick which plants we'll bring in for winter told her to use her bot. @cursor_ai banned me without giving a reason or appeal so i'll switch her over to @chatgpt before end of month", "link": "https://twitter.com/1972650633741107200/status/2111142846933631395"}, {"date": "2026-10-14", "source": "X", "community": "@cursor_ai", "polarity": "complaint", "text": "@cursor_ai wow! can say that you have totally shit the bed with the unified accounts!!! how many others out that lost access to all of their bots????", "link": "https://twitter.com/2459333396/status/2110188421734133883"}]}}, "account.data_privacy": {"praise": 4, "complaint": 34, "n": 38, "weighted": {"praise": 1.8, "complaint": 22.31}, "praiseShare": 10.5, "ci95": [4.2, 24.1], "regard": 0.479, "regardCi95": [0.464, 0.496], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-05", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai cloud agents on my own pools is the control i've wanted. data boundary anxiety was blocking me more than model quality.", "link": "https://twitter.com/2091157523155849217/status/2096327004392149115"}, {"date": "2026-09-04", "source": "X", "community": "@cursor_ai", "polarity": "praise", "text": "@cursor_ai the agent loop stayed in cursor. the credentials finally stay in your vpc.", "link": "https://twitter.com/1610522467264565249/status/2095906460140183864"}], "complaint": []}}}, "requests": {"authorWeeks": 2866, "themes": [{"theme": "Native Android app", "criterion": "surfaces.remote_mobile", "authorWeeks": 108, "posts": 122, "examples": [{"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "you would be surprised that with all the powerful agents @cursor_ai still doesn’t have an android app.", "link": "https://twitter.com/2033760487389990914/status/2108487180373074237"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@spacexai can make grok bot android app then why the f*ck you cant made @cursor_ai android app \n@cursor_ai just use cursor + android emulator bro and give us the f*cking app", "link": "https://twitter.com/1871891697082499072/status/2108033431934500996"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai android please. also would be nice to control grok build too.", "link": "https://twitter.com/115734711/status/2107801485979611602"}]}, {"theme": "Fix account linking and unification", "criterion": "account.support", "authorWeeks": 63, "posts": 74, "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @petergyang @x @nikitabier @support my grok bot is still blocked from a bug that went live last monday, causing @cursor_ai to classify my account as ineligible for grok @bot, even though i have always had x premium+.", "link": "https://twitter.com/1734426860606701568/status/2111909828134371490"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "i’m trying to unify my cursor, grok, grok bot and x accounts, all using the same email, but cursor credit blocks the merge and grok says it’s already part of another account setup. could the team help with this? thanks!\n@cursor_ai @bot @grok [link]", "link": "https://twitter.com/1610850704511610886/status/2111757180345131465"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @cursor_ai @grok @xai\nticket t-h56848\ni already use grok bot with supergrok. after linking my x account yesterday, cursor says the account is “already linked to a different grok account.”\nall my bots are here. why did linking break existing access? support can’t unlink.", "link": "https://twitter.com/91778393/status/2111005633235628162"}]}, {"theme": "One-time immediate usage reset", "criterion": "limits.reset_schedule", "authorWeeks": 56, "posts": 60, "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@bot please reset our usage like openai, i am dying maxing out @cursor_ai ultra 😭 \n@elonmusk", "link": "https://twitter.com/2095242589570002947/status/2109654129778016710"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "i could really use a usage reset right about now @bot @spacexai @cursor_ai", "link": "https://twitter.com/1996329778761318400/status/2108251416221364538"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@hesamation meanwhile @cursor_ai ultra users are not even getting a reset", "link": "https://twitter.com/51118507/status/2107922616459853824"}]}, {"theme": "Release next Composer model", "criterion": "models.catalog_access", "authorWeeks": 56, "posts": 60, "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai dude - please launch composer 3 and get your energy back", "link": "https://twitter.com/3185080843/status/2111270547200118785"}, {"agent": "cursor", "date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "text": "i was using cursor for a year now and cancel my subscription, i don't care third party models but we need composer 3 and more intelligent grok version if you compare against sol 6.1, astra, sonnet 5.5 and opus 5.5 grok is dumpster fire rn", "link": "https://www.reddit.com/r/cursor/comments/1x7iwof/weekone_cursor_user_here_did_the_new_tiers_make/ph4mea9/"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai we want composer 3 and a cheap model at 0.10/0.50 like haiku 5.5.", "link": "https://twitter.com/789888781059035136/status/2111077594284134430"}]}, {"theme": "Honor manually selected model", "criterion": "models.routing_auto", "authorWeeks": 42, "posts": 45, "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@thisissingleton @ryahconstantino @cursor_ai @bot yep...\nas long as bot at least obeys to what model i tell it to use", "link": "https://twitter.com/1847754073551851520/status/2110745040045625507"}, {"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "i don't want cursor imposing it's model composer or grok. i need an ability to stick to one i want and comfortable with - sonnet an example.", "link": "https://www.reddit.com/r/cursor/comments/1x4kpoo/no_more_3rd_party_model_usage_via_x_subsciption/pggbb5l/"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "fun fact: @bot's default to grok-4.7-high-fast and will ignore the default model selected in @cursor_ai to select that fast model. that credit comes out of your cursor allowance, not grok bots weekly usage. wtf.", "link": "https://twitter.com/332369595/status/2108193517306806642"}]}, {"theme": "Unified subscription across Grok, X and Cursor", "criterion": "billing.subscription_portability", "authorWeeks": 37, "posts": 38, "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@grok @bot @cursor_ai @elonmusk what can i do now to merge the cursor subscription into the x subscription ?", "link": "https://twitter.com/2931201/status/2111377489436238281"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "same plan diff offer from @x and @cursor_ai unify billing! [link]", "link": "https://twitter.com/828981955/status/2111133663908045157"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @bot why @bot cant use @cursor_ai desktop app. it would be great with new unified subscription. @elonmusk", "link": "https://twitter.com/1210143279653773312/status/2111026150688317451"}]}, {"theme": "Newer Grok model support", "criterion": "models.catalog_access", "authorWeeks": 36, "posts": 36, "examples": [{"agent": "cursor", "date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "text": "they need to make grok match better for cursor to be competitive. but i have been using grok bots a lot. it is the thing that keeps me subscribed. i think it is very good.", "link": "https://www.reddit.com/r/cursor/comments/1wwgje1/cursor_has_a_problem/pdm1ltr/"}, {"agent": "cursor", "date": "2026-10-02", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @bot and please make @cursor_ai replace cloud agents with grok @bot. integrate.", "link": "https://twitter.com/770555263644471296/status/2105904391463002517"}, {"agent": "cursor", "date": "2026-10-01", "source": "X", "community": "@cursor_ai", "text": "@miaai_lab @stravis and the fact you can’t use them in @cursor_ai. i’ll give up openai models before cursor.", "link": "https://twitter.com/198017079/status/2105521312680808836"}]}, {"theme": "Additional bonus usage resets", "criterion": "limits.reset_schedule", "authorWeeks": 30, "posts": 31, "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "will cursor's new subscription plans occasionally offer surprise perks, such as bonus usage credits, extra quota resets, or limited-time benefits?\nit would be great to see occasional rewards for loyal subscribers.\nany plans for this, @cursor_ai? 👀\n#cursor #cursorai", "link": "https://twitter.com/2022186501694795776/status/2111015084248203473"}, {"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "curious as well. i’m on ultra and see no change. my only complaint is cursor never gives out any usage resets when openai, anthropic and xai do.", "link": "https://www.reddit.com/r/cursor/comments/1x6e6yq/is_it_time_to_find_another_option_instead_of/pgult1g/"}, {"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@grok @lu226 @elonmusk @bot @cursor_ai @x grok bot is consuming too quickly, why can't it be reset multiple times like tibo? 😜", "link": "https://twitter.com/11866612/status/2108529751455666196"}]}, {"theme": "Human support for billing disputes", "criterion": "account.support", "authorWeeks": 29, "posts": 34, "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai ultra plan at 1% usage, but cloud agents are billed to additional usage and blocked at the $20 cap. ticket t-h33808, open since oct 14 with no human reply. can someone from the team help? [link]", "link": "https://twitter.com/1445438596685705216/status/2111035361958801641"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "wtf, i have been getting an ai automated response from @cursor_ai when i raise a complaint ticket about the @grok subscription plan through their app.\nyo @elonmusk , please assign a human to help me out resolving the issue i have been facing for the past hour. can you?", "link": "https://twitter.com/1384836964084420608/status/2110349359732916463"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i've been waiting days for answers on cursor charging my team +$800 in just 3 days because you put grok 4.7 fast on the security review automation by mistake, and no answer at all. we spend more than 10k/month on cursor, and cant get an answer in 24h", "link": "https://twitter.com/902678514498985984/status/2110281234152894726"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 28, "posts": 28, "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "hey @elonmusk please increase the @cursor_ai limits, there’s someone here trying make money (and codex is terrible)", "link": "https://twitter.com/180564909/status/2109654102120525904"}, {"agent": "cursor", "date": "2026-10-04", "source": "X", "community": "@cursor_ai", "text": "my experience with @cursor_ai has been so great, my only feedback would be better usage.\nother than that everything has been smooth and a pretty perfect experience!", "link": "https://twitter.com/1952148217811898368/status/2106832047318991169"}, {"agent": "cursor", "date": "2026-09-30", "source": "X", "community": "@cursor_ai", "text": "@mattbroniarek @bot @cursor_ai hmmm, i don't think i'm using it that much. i don't even let it churn through and sort all my inboxes anymore as that's token heavy. hopefully they can increase usage limits!", "link": "https://twitter.com/215615595/status/2105307134275801477"}]}, {"theme": "Astra model availability", "criterion": "models.catalog_access", "authorWeeks": 25, "posts": 26, "examples": [{"agent": "cursor", "date": "2026-09-11", "source": "X", "community": "@cursor_ai", "text": "why hasn't @cursor_ai provided gpt-6 astra yet? wasn't it said that the cooperation would only stop in november?", "link": "https://twitter.com/529069413/status/2098258235233100082"}, {"agent": "cursor", "date": "2026-09-09", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai where is gpt-6 astra?! been waiting for it every day!", "link": "https://twitter.com/2446267116/status/2097832628032602188"}, {"agent": "cursor", "date": "2026-09-09", "source": "X", "community": "@cursor_ai", "text": "disappointing that cursor ai didn't get gpt astra support yet. 😕 imagine the workflow if we had it integrated!\nwhat are your thoughts on this?\n#cursorai #gptastra #ai #devtools #techtwitter @cursor_ai @mntruell", "link": "https://twitter.com/1928871687816359936/status/2097556359537700893"}]}, {"theme": "Human review and appeals for bans", "criterion": "account.support", "authorWeeks": 24, "posts": 33, "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@codeglitch yes, until you get banned for no stated reason with no appeals process or recourse. @cursor_ai support needs to get fixed.", "link": "https://twitter.com/1730316704440348672/status/2111846306276573623"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "my grok bot / cursor account was permanently banned with no clear explanation.\ni paid good money and it had replaced a $300/month agency.\n3 emails asking for human review → only the ai “sam” replies: no review, no refund, permanent ban.\nridiculous.\n@elonmusk @cursor_ai", "link": "https://twitter.com/1168698756763664385/status/2111529306367176705"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "my cursor account (for grok bot) was closed today with no notice.\nsupport only said “violated tos,” but gave no details and no human review. i haven’t opened grok bot for 1–2 weeks.\nstill have active supergrok until dec 1. no explanation, no appeal.\nticket: t-h57508\n@cursor_ai", "link": "https://twitter.com/15191271/status/2111028367017619674"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 363, "negative": 665, "positiveShare": 35.3, "ci95": [32.4, 38.3]}, {"week": "2026-09-07", "positive": 426, "negative": 771, "positiveShare": 35.6, "ci95": [32.9, 38.3]}, {"week": "2026-09-14", "positive": 340, "negative": 758, "positiveShare": 31.0, "ci95": [28.3, 33.8]}, {"week": "2026-09-21", "positive": 399, "negative": 803, "positiveShare": 33.2, "ci95": [30.6, 35.9]}, {"week": "2026-09-28", "positive": 387, "negative": 611, "positiveShare": 38.8, "ci95": [35.8, 41.8]}, {"week": "2026-10-05", "positive": 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"selector": "r/ZedEditor", "posts": 1621}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 185}], "records": 4072, "judgingPosts": 1301, "authors": 2404, "authorWeeks": 2931, "reach": {"shareOfVoice": 1.5, "weightedUsers": 1524.0, "value": 0.541}, "regard": {"positiveAuthorWeeks": 477, "negativeAuthorWeeks": 515, "rawPositiveShare": 48.1, "rawCi95": [45.0, 51.2], "value": 0.507, "ci95": [0.496, 0.519]}, "score": {"value": 48.7, "ci95": [47.4, 50.1], "popularityZ": -0.009, "loveZ": -0.168}, "ranking": {"rank": 8, "rankRange": [8, 10]}, "levers": {"setup": {"score": 49.1, "gain": 0.36, "rank": 8}, "context": {"score": 48.7, "gain": 0.01, "rank": 8}, "work": {"score": 49.8, "gain": 1.11, "rank": 8}, "checking": {"score": 48.7, "gain": 0.03, "rank": 8}, "interface": {"score": 49.2, "gain": 0.44, "rank": 8}, "account": {"score": 48.7, "gain": 0.03, "rank": 8}}, "criteria": {"paying": {"praise": 16, "complaint": 29, "n": 45, "weighted": {"praise": 9.45, "complaint": 16.0}, "praiseShare": 35.6, "ci95": [23.2, 50.2], "regard": 0.5168, "regardCi95": [0.494, 0.543], "salience": 4.5, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "when i found out i could connect zed to my claude pro subscription without triggering api costs cursor got uninstalled.\ni want model agnostic ide so i can choose my model provider without ux locking.", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgshzm4/"}, {"date": "2026-09-17", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@hraness @recnepspenstar @zeddotdev swe 2.0 is free for a while. so no limits really other than concurrency", "link": "https://twitter.com/1852248441633804288/status/2100528441204617254"}, {"date": "2026-09-02", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "best free ai setup out there\n@zeddotdev + @opencode + @cline \nyou get access to capable models like glm 5.3 flash and deepseek v4 flash literally for free with extended usage not the 10 min access copilot offers in vs code. [link]", "link": "https://twitter.com/2855133329/status/2095280375266177138"}, {"date": "2026-09-05", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "i had never been called a vip in anything before, but @zeddotdev granted me this pleasant honor. i tell everyone that zed is the best software for writing any type of text, for coding, for vibe coding, and for working with ai. zed is the platform that best lets you bring your own subscriptions without having to rely exclusively on theirs. this is worth a lot for people like me who have a very tight budget and need to choose the most cost-effective ai source — that is usually a $20 subscription to any frontier model.\ni recommend that anyone try zed. if you try it, you will be hooked like a fish on a rapala lure, just as i was.", "link": "https://twitter.com/789888781059035136/status/2096305690188939517"}, {"date": "2026-10-07", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@abelardoit @zeddotdev it does, and has a fast autocomplete 👍 and is free, mostly ))", "link": "https://twitter.com/1164255744/status/2107731832112332855"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "hey @zeddotdev what happened to your free tier edit predictions? it seems to have just disappeared overnight and there's been no comments or updates on it? [link]", "link": "https://twitter.com/1598994278864211968/status/2108380801184526417"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i have zed student plan more i used claude sonnet 5.5 model, within some time all the 10 usd plus 10 usd more total 20 usd usage exhausted.\nso how you're supposed to plan your work with it ? how much you pay ?", "link": "https://www.reddit.com/r/ZedEditor/comments/1vx6qe6/just_switched_all_my_ides_and_editors_to_zed/pdce3i6/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i have zed student plan more i used claude sonnet 5.5 model, within some time all the 10 usd plus 10 usd more total 20 usd usage exhausted.\nso how you're supposed to plan your work with it ? how much you pay ?", "link": "https://www.reddit.com/r/ZedEditor/comments/1wvjogh/zed_student_usage/"}, {"date": "2026-09-30", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev uh don't you guys thing the billing dates are a little unconventional? i overspent a few tokens than i should have thinking today's month end and limits reset from tomorrow. [link]", "link": "https://twitter.com/1126900029568864256/status/2105334843550974256"}, {"date": "2026-09-22", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "bro @zeddotdev did you really to this day never updated your fucking models? fable 5.1, astra, the cheper price on luna and terra, for fuck sake it has been fucking ages since luna and terra got cheaper and your still fucking billing me more then their real prices", "link": "https://twitter.com/925866673843908609/status/2102317266260177163"}]}}, "setup": {"praise": 50, "complaint": 143, "n": 193, "weighted": {"praise": 30.13, "complaint": 89.18}, "praiseShare": 25.9, "ci95": [20.2, 32.5], "regard": 0.4417, "regardCi95": [0.414, 0.469], "salience": 19.5, "receipts": {"praise": [{"date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "aside from cursor, i borrowed my bf claude account and connected it to my zed, works perfectly riding my ide with opus 5.5", "link": "https://www.reddit.com/r/cursor/comments/1wc1hxp/any_alternative_to_cursor/pck5eoe/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@code workspaces are such a great feature. it just make switching between repo very very easy. i wish every code editor must add it. \n@zeddotdev has projects but i still had to write script to make it work somewhat like vscode.", "link": "https://twitter.com/1746242198331707392/status/2111483098609438908"}, {"date": "2026-10-14", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@hanupratap2 @zeddotdev waiting since forever, their acp integration is so bad", "link": "https://twitter.com/2562124424/status/2110437107068231845"}, {"date": "2026-10-10", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev why is there no possibility to choose api keys for deepseek or z ai in the setup of delta", "link": "https://twitter.com/1733641051343126528/status/2108922447814615274"}, {"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "being abandoned isn't a good feeling. with companies only providing macos silicon installers and software, those of us with intel macs don't feel great. i didn't expect this from @zeddotdev; their delta thing isn't available for intel macos. that sucks.", "link": "https://twitter.com/774292/status/2108484722066387129"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "nah man, zed should be a lightweight inclusive solution, if you use wsl then it's shit to have to open file explorer -> open in vscode", "link": "https://www.reddit.com/r/ZedEditor/comments/1tuf19o/we_need_pdf_preview_a_builtin_browser_and_a/peo092o/"}]}}, "models": {"praise": 6, "complaint": 13, "n": 19, "weighted": {"praise": 3.98, "complaint": 8.29}, "praiseShare": 31.6, "ci95": [15.4, 54.0], "regard": 0.5045, "regardCi95": [0.489, 0.522], "salience": 1.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev still no reasoning setting, are you serious?\nhave you no heard the shot?", "link": "https://twitter.com/1955587166626533377/status/2105353686541083095"}, {"date": "2026-09-29", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev in the new version of delta, there’s a bug: my chatgpt subscription is no longer available as a provider.", "link": "https://twitter.com/2035030715189141509/status/2104996620307718609"}, {"date": "2026-09-23", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev yo i'm using my grok sub with delta and it only gives grok 4.6/4.5 as options for models. please support grok 4.7 and composer 2.5. this should be an auto refresh thing imo.", "link": "https://twitter.com/1836929256569425921/status/2102785465682460969"}, {"date": "2026-08-31", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @zeddotdev hi. i have a question: i paid for an opencode go subscription, but not all available models are showing up in the zed editor. i found a closed pull request on github regarding this issue. do you plan to fix this? otherwise, my subscription is pointless.", "link": "https://twitter.com/1498680807405330433/status/2094314242044293271"}]}}, "context": {"praise": 11, "complaint": 19, "n": 30, "weighted": {"praise": 6.08, "complaint": 10.98}, "praiseShare": 36.7, "ci95": [21.9, 54.5], "regard": 0.4992, "regardCi95": [0.485, 0.515], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-03", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev the catch-up in a subthread part is genius, main thread stays clean", "link": "https://twitter.com/1475488947719401474/status/2106247042204844494"}, {"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev i was bummed when y’all got rid of the old context engineering style of ai integration. but delta feels like a return back to that original feeling\nbeing able to comment on anything in multiple attached repos and all the worktree shenanigans totally working transparently is epic", "link": "https://twitter.com/14405464/status/2108565289050816965"}], "complaint": [{"date": "2026-09-07", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @zeddotdev i more feedback, the ignored files (.env) are always missing in delta workspaces -- for my e2e testing, which is a verification setup in my agents.md, that is required, and so the verification always fails", "link": "https://twitter.com/1593873113686499329/status/2096958335383917006"}, {"date": "2026-09-07", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@harshbhikadia @zeddotdev having verification required in agents.md and still losing .env in the workspace is peak agent friction. writing the house rules once only helps if every new run actually reads them. lazy injects those rules into agents so the contract isn't optional.", "link": "https://twitter.com/2084224068518039552/status/2096963726209421513"}, {"date": "2026-08-31", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev have you guys fixed the problem where if i deliberately include a file in an agent's context it still has to read the file again with a tool (wasting an extra request) before the edit tool is allowed to work?", "link": "https://twitter.com/1600030777130962944/status/2094319263154880990"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "after giving the model (5.6 sol high) a one sentence prompt with no additional files or anything it thought for a while and looked at files, then i got this message:\n\"this conversation is too long for the model's context window. start a new thread or remove some attached files to continue.\"\ni have tried running /compact manually or switching to astra (which has a larger context window) and then running compact but both times i just got the same message again.\nhave you guys found any fix for this or did i do use it incorrectly somehow? i'm trying out zed for the first time today and am using the newest version.\n[link]\n", "link": "https://www.reddit.com/r/ZedEditor/comments/1wkfm5n/zed_context_window_issues/"}]}}, "work": {"praise": 53, "complaint": 83, "n": 136, "weighted": {"praise": 32.55, "complaint": 52.0}, "praiseShare": 39.0, "ci95": [31.2, 47.4], "regard": 0.4614, "regardCi95": [0.437, 0.486], "salience": 13.7, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "i can finally switch to zed from neovim+tmux after long time.\ni just knew that i can now switch between multiple projects and have scoped terminal processes running for each one of them!\nthank you @zeddotdev", "link": "https://twitter.com/855990650/status/2107823401683579097"}, {"date": "2026-10-01", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev zed is my daily, subagents with different models is a nice touch", "link": "https://twitter.com/14718802/status/2105734900137803823"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "yup. i was a fan of zed until they got sidetracked by ai. ai integration is poor compared with vscode. nobody writes code anymore so performance advantage no longer matters. they need to rethink strategy", "link": "https://www.reddit.com/r/ZedEditor/comments/1x354w5/i_profiled_zed_memory_usage_and_heres_what_it/pf8bbwo/"}, {"date": "2026-10-06", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @conradirwin yeah the filesystem starts lying to you after a few parallel runs. branch names pile up, you're pretty sure something good is in there, and git status becomes a scavenger hunt. isolation is great until cleanup isn't.", "link": "https://twitter.com/2098261541208637440/status/2107585077161173196"}, {"date": "2026-10-02", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "zed editor version control tab isn't reflecting anything i do with git or files\ni had to close @zeddotdev every time i wanna see the changes\nlooks like i'm gonna move on to other git clients", "link": "https://twitter.com/1438027555219509253/status/2106062439238549939"}]}}, "checking": {"praise": 12, "complaint": 20, "n": 32, "weighted": {"praise": 7.24, "complaint": 12.38}, "praiseShare": 37.5, "ci95": [22.9, 54.7], "regard": 0.4881, "regardCi95": [0.471, 0.504], "salience": 3.2, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "thanks @zeddotdev for the awesome acp merch 🎉!\n9 months after i hacked it together, a @langchain deep agent + acp adapter + zed is still my daily driver coding agent. reviewing code as the agent works with worktrees is peak ux!\nwrote about it here:\n[link] [link]", "link": "https://twitter.com/951957900/status/2107866835379270000"}, {"date": "2026-09-19", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@sadkatwt @christianlempa @zeddotdev zed is an agent first, an ide second. the agent is first class, and being able to review the changes in something smarter than a terminal is wonderful.", "link": "https://twitter.com/2098515276165742596/status/2101099798426481121"}, {"date": "2026-09-19", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev clean workflow shared threads + subthreads + diff feedback makes code review in delta feel effortless!", "link": "https://twitter.com/2008812694628175872/status/2101373928572854541"}, {"date": "2026-09-19", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev this is a really nice way to keep code review in context.", "link": "https://twitter.com/1569824026444599297/status/2101393922018709628"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/ZedEditor", "polarity": "praise", "text": "i work by myself most of the time and i really like the review process (probably you could get something similar with a skill), but i also get better usage there than on the codex app with my codex sub (probably context or cache), so it became my first ai coding app this week ", "link": "https://www.reddit.com/r/ZedEditor/comments/1wq03mv/has_anyone_tried_delta/pc17ujd/"}], "complaint": [{"date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "a good ux for reviewing prs and changes. they are so hardcore about ai integrations, but they dump all changes agents made to your face in a single page. i would honestly just copy what gh pr extension for vscode does. ", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe21n3o/"}, {"date": "2026-09-25", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev fix the search pls. i stopped using bcz of search and diff viewer", "link": "https://twitter.com/2065733203663659008/status/2103345319836815865"}, {"date": "2026-09-25", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev can you make it easier to review worktrees/branches ? somehow there's no file picker/file browser when clicking view branch diff (worktree/branch a -&gt; main). everything is in a single clunky \"changed since main\" tab :/", "link": "https://twitter.com/24510559/status/2103369080975876486"}, {"date": "2026-09-25", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev can't use zed. i don't want to keep changing the repo to view where ai made the changes.\nhope zed add this soon. [link]", "link": "https://twitter.com/707623871847997440/status/2103436229702517011"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "something about the diff is just bad - i can't put my finger on it, github diff or even vscode diff views are just so much better", "link": "https://www.reddit.com/r/ZedEditor/comments/1wo7jua/what_do_you_think_is_missing_in_zed_editor/pbrhd8j/"}]}}, "interface": {"praise": 72, "complaint": 175, "n": 247, "weighted": {"praise": 39.28, "complaint": 103.88}, "praiseShare": 29.1, "ci95": [23.8, 35.1], "regard": 0.441, "regardCi95": [0.413, 0.467], "salience": 24.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev wait, when did we get refs on the left? that’s huge!", "link": "https://twitter.com/963954289/status/2110423976224952454"}, {"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev i dont really collaborate yet but the fact you can comment on any of the agent replies enables proper communication, no longer linear/one way conversation, more like a difference between a walkie-talkie and a modern smartphone call.", "link": "https://twitter.com/1297975898633908224/status/2108467243029872761"}, {"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "tfw you let fable run wild on a research problem, now you have to make sense of a bunch of calculus before you can evaluate whether it even makes sense...\nbut at least @zeddotdev's [link] is making it a hell of a lot easier to manage these research threads! [link]", "link": "https://twitter.com/14435549/status/2108571502513688954"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/ZedEditor", "polarity": "praise", "text": "yes, it is, but i like the \"always collapsed\" thinking display in zed. i mainly use glm models and they are notorious for their long thinking that i don't really need to see most of the time.", "link": "https://www.reddit.com/r/ZedEditor/comments/1whydrw/delta_in_public_beta/pde30od/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/ZedEditor", "polarity": "praise", "text": "i have been a wezterm user for years now, but i recently switched my font from jetbrains mono to berkeley mono, and wezterm doesn't render it properly. also tried alacritty; same problem. but zed terminal renders it perfectly fine.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wpr20d/is_there_any_zed_terminal/pbxyyl0/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "this @zeddotdev little bug drives me crazy\nif you leave your mouse from the left, the tooltip on the file item shows up until you come back to the window.\ntrying to train myself to leave move out my mouse from the bottom of the window. [link]", "link": "https://twitter.com/813555/status/2111490457763213633"}, {"date": "2026-10-16", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @ollama currently it doesn't support previewing files like markdown or html.", "link": "https://twitter.com/2959524282/status/2111192959635145067"}, {"date": "2026-10-16", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev you still don't prefill the palette with the selected text. i'm angry.", "link": "https://twitter.com/204731905/status/2111206036380303846"}, {"date": "2026-10-14", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "my christmas wish this year is that @zeddotdev can move agent work into a remote environment so i can disconnect while the agent keeps working\nall my work happens in vms now. zed is excellent and my preferred choice but if i'm going to disconnect i have to use something else", "link": "https://twitter.com/1182825960762163200/status/2110385640864948633"}, {"date": "2026-10-12", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@danilobleal @zeddotdev like right now delta can only run on my one computer. i have servers, nucs, mac minis, would be nice to run there and use delta ui from laptop. if i'm forced into using zed's remote stuff i'll just churn ¯\\_(ツ)_/¯", "link": "https://twitter.com/896131/status/2109700002666930642"}]}}, "reliability": {"praise": 87, "complaint": 88, "n": 175, "weighted": {"praise": 53.59, "complaint": 56.31}, "praiseShare": 49.7, "ci95": [42.4, 57.0], "regard": 0.6685, "regardCi95": [0.633, 0.7], "salience": 17.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "been using @zeddotdev as my daily driver for a while now. very good stuff!\npaired with ai, it’s helped me do some of the best work of my life.\ncrazy how much a fast and smooth experience changes the way everything feels.\ngreat great great!", "link": "https://twitter.com/1973009286251909120/status/2111823118054347158"}, {"date": "2026-10-18", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev is pretty good. i have been using it for a week now and i kinda like it. its light weight, fast and a good replacement for vscode.\njust does the job without any bloatware.", "link": "https://twitter.com/252473758/status/2111847664849736072"}, {"date": "2026-10-13", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@makiloop @zeddotdev oh, that’s not great. personally, i find it much more responsive than vs code, which has historically had just enough input lag on my system to be extremely noticeable, and the type rendering is imo a bit nicer, but your mileage may vary", "link": "https://twitter.com/793795/status/2110049940944879898"}, {"date": "2026-10-12", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "i only use @zeddotdev occasionally when i need to edit a file quickly. but man it’s so fast. i love fast software.\nif not because of ai coding agents, i’d definitely see myself spending most of the time with zed.", "link": "https://twitter.com/17282315/status/2109510447997362476"}, {"date": "2026-10-12", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "i love @zeddotdev - its so fast and smooth as an experience when i have to edit files by hand - and apparently they released their software factory called delta .dev", "link": "https://twitter.com/55077784/status/2109563399407276264"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev there is an issue with the built-in source control, it's too slow when detecting which files have changed", "link": "https://twitter.com/1660797153852157954/status/2111205584213266801"}, {"date": "2026-10-10", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev i love zed, my ide shouldn't take 30 seconds to load, it should be fast. folder switching, worktree switching should be fast", "link": "https://twitter.com/793402262374711300/status/2108949815979811017"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "tested it in fedora wayland and crashed multiple times so not really a great experience. \nnon related but logo looks like pedo blogo which is weird ", "link": "https://www.reddit.com/r/ZedEditor/comments/1wq03mv/has_anyone_tried_delta/pepvzqg/"}, {"date": "2026-10-06", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "cosh hit a panic while running commands in zed terminal.\nthe terminal got stuck and the output was fragmented into columns. it was impossible to copy and difficult to read.\ncosh used vision to inspect the broken terminal and figure out what happened.\n@zeddotdev [link]", "link": "https://twitter.com/2088725953581060096/status/2107488357731185093"}, {"date": "2026-10-02", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "why does opening the terminal in @zeddotdev have a delay now? it used to be instant", "link": "https://twitter.com/2297171389/status/2106038697703674152"}]}}, "account": {"praise": 2, "complaint": 25, "n": 27, "weighted": {"praise": 0.95, "complaint": 13.61}, "praiseShare": 7.4, "ci95": [2.1, 23.4], "regard": 0.4924, "regardCi95": [0.478, 0.51], "salience": 2.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "true, i love zed, but this has been requested for a long time without landing, so i built it", "link": "https://www.reddit.com/r/ZedEditor/comments/1wwe1hf/zed_fork_with_a_builtin_browser_tab_byok_ai_no/pdl72q9/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "it looks like it sends your source code and chat history to zed's servers so it was immediately shot down by security at my company.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wq03mv/has_anyone_tried_delta/pc0hxb5/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "all the things i want have prs already, open for months, ignored from the beginning on or in the middle of the review by the maintainers. it won't help if i open another pr or spam comments.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wjp5nq/popular_zed_fork_where_the_community_is_more/pbpijgu/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "yep, i can't recall how many prs were closed by the team without merging them. [last one yesterday]([link]).", "link": "https://www.reddit.com/r/ZedEditor/comments/1wo7jua/what_do_you_think_is_missing_in_zed_editor/pbrdave/"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "what are you yapping about? i only mention it because i've made and posted solutions for this issue twice, it's mismanagement not just 'because software has bugs'", "link": "https://www.reddit.com/r/ZedEditor/comments/1wjp5nq/popular_zed_fork_where_the_community_is_more/paosfy8/"}]}}, "limits.plan_value": {"praise": 5, "complaint": 9, "n": 14, "weighted": {"praise": 3.35, "complaint": 4.93}, "praiseShare": 35.7, "ci95": [16.3, 61.2], "regard": 0.5001, "regardCi95": [0.489, 0.512], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i have zed student plan more i used claude sonnet 5.5 model, within some time all the 10 usd plus 10 usd more total 20 usd usage exhausted.\nso how you're supposed to plan your work with it ? how much you pay ?", "link": "https://www.reddit.com/r/ZedEditor/comments/1vx6qe6/just_switched_all_my_ides_and_editors_to_zed/pdce3i6/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i have zed student plan more i used claude sonnet 5.5 model, within some time all the 10 usd plus 10 usd more total 20 usd usage exhausted.\nso how you're supposed to plan your work with it ? how much you pay ?", "link": "https://www.reddit.com/r/ZedEditor/comments/1wvjogh/zed_student_usage/"}, {"date": "2026-09-07", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@hyprscale @ikhwanuddin @zeddotdev aduh tapi boros banget ga sih, kak? pernah make bentar langsung stop karena api pricing mahal bener vs subs usage 😢", "link": "https://twitter.com/1523125873008087041/status/2097110029551984880"}]}}, "limits.window_interrupts_work": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "limits.burn_rate": {"praise": 3, "complaint": 4, "n": 7, "weighted": {"praise": 1.44, "complaint": 1.83}, "praiseShare": 42.9, "ci95": [15.8, 75.0], "regard": 0.5068, "regardCi95": [0.497, 0.519], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-07", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@ikhwanuddin @zeddotdev for a ui reason gemini 3.8 enak buat frontend dan kuotanya abisnya lebih lamaaa hahaha", "link": "https://twitter.com/131447449/status/2096959789528138219"}], "complaint": []}}, "limits.allowance_change": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.79}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4977, "regardCi95": [0.495, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "bro @zeddotdev did you really to this day never updated your fucking models? fable 5.1, astra, the cheper price on luna and terra, for fuck sake it has been fucking ages since luna and terra got cheaper and your still fucking billing me more then their real prices", "link": "https://twitter.com/925866673843908609/status/2102317266260177163"}, {"date": "2026-10-05", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev can i no longer use free ollama models for ai predictions and commit message generation, and now have to pay for these?\ni keep running into this error even though i’ve verified that the chosen model and api keys are valid. i used to have free access to ai features. [link]", "link": "https://twitter.com/2855133329/status/2107030037610352911"}]}}, "limits.reset_schedule": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4989, "regardCi95": [0.497, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev uh don't you guys thing the billing dates are a little unconventional? i overspent a few tokens than i should have thinking today's month end and limits reset from tomorrow. [link]", "link": "https://twitter.com/1126900029568864256/status/2105334843550974256"}]}}, "limits.usage_meter": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.41}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4981, "regardCi95": [0.496, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "limits.prompt_cache": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4991, "regardCi95": [0.497, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-17", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev i was a big fan of zed, but i'm becoming so tired with it. it's a pain to review agent's work. the built-in agent seems to have severe caching issues and the acp, which i totally love, doesn't support clean reviews.", "link": "https://twitter.com/1777822808506023936/status/2100657499468677214"}]}}, "billing.overage_charges": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4993, "regardCi95": [0.498, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "billing.pricing_clarity": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.09}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4986, "regardCi95": [0.496, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "billing.free_tier": {"praise": 6, "complaint": 2, "n": 8, "weighted": {"praise": 3.31, "complaint": 1.68}, "praiseShare": 75.0, "ci95": [40.9, 92.9], "regard": 0.5019, "regardCi95": [0.494, 0.51], "salience": 0.8, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@dontlockmyacc0 @zeddotdev zed is great. dash is free and more than just a code editor. pricing is only for optional cloud features like the cloud sandboxes coming soon", "link": "https://twitter.com/1920854094073278464/status/2109264799586804084"}, {"date": "2026-09-05", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "excited to try delta @zeddotdev, thanks for the $100 credit! [link]", "link": "https://twitter.com/2236023703/status/2096221376965468367"}, {"date": "2026-09-02", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "best free ai setup out there\n@zeddotdev + @opencode + @cline \nyou get access to capable models like glm 5.3 flash and deepseek v4 flash literally for free with extended usage not the 10 min access copilot offers in vs code. [link]", "link": "https://twitter.com/2855133329/status/2095280375266177138"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "hey @zeddotdev what happened to your free tier edit predictions? it seems to have just disappeared overnight and there's been no comments or updates on it? [link]", "link": "https://twitter.com/1598994278864211968/status/2108380801184526417"}, {"date": "2026-10-05", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev can i no longer use free ollama models for ai predictions and commit message generation, and now have to pay for these?\ni keep running into this error even though i’ve verified that the chosen model and api keys are valid. i used to have free access to ai features. [link]", "link": "https://twitter.com/2855133329/status/2107030037610352911"}]}}, "billing.subscription_portability": {"praise": 2, "complaint": 5, "n": 7, "weighted": {"praise": 1.35, "complaint": 2.88}, "praiseShare": 28.6, "ci95": [8.2, 64.1], "regard": 0.498, "regardCi95": [0.49, 0.507], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "when i found out i could connect zed to my claude pro subscription without triggering api costs cursor got uninstalled.\ni want model agnostic ide so i can choose my model provider without ux locking.", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgshzm4/"}], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev i like your work zed just what you will do for people who use claude subscription what is your solution for that i tried i like but i can just use with chatgpt sub", "link": "https://twitter.com/1650502463038844929/status/2102731941275406552"}, {"date": "2026-09-05", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @theo i did not know that and should have looked deeper, but still would like to have the ability to create new threads, or see all the threads of a project i own.\nit also seems that i cannot use my codex subscription in the web ui either.", "link": "https://twitter.com/1426298051937898498/status/2096358403924705773"}]}}, "setup.install_signin": {"praise": 3, "complaint": 15, "n": 18, "weighted": {"praise": 1.19, "complaint": 8.77}, "praiseShare": 16.7, "ci95": [5.8, 39.2], "regard": 0.4948, "regardCi95": [0.484, 0.506], "salience": 1.8, "receipts": {"praise": [{"date": "2026-09-02", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "just spent 30 mins trying to setup intellij while setting syntax errors on the example setup code. needed a fresh installation with no settings import.\ntried @zeddotdev to check if it was an intellij or java installation issue. zed worked immediately 😌.", "link": "https://twitter.com/2028980356947509248/status/2095150573033046244"}, {"date": "2026-09-09", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "trying the @zeddotdev editor again after some time... got frustrated with intellij, which i'm using for like 10 years now. this indexing stuff is annoying af. zed looks good, python project loaded right away without issues, claude code sessions imported...", "link": "https://twitter.com/1506565753650257925/status/2097626438836842719"}], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "being abandoned isn't a good feeling. with companies only providing macos silicon installers and software, those of us with intel macs don't feel great. i didn't expect this from @zeddotdev; their delta thing isn't available for intel macos. that sucks.", "link": "https://twitter.com/774292/status/2108484722066387129"}, {"date": "2026-10-06", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "yo, i always have to sign back in to oai each time i relaunch @zeddotdev", "link": "https://twitter.com/906146874/status/2107300898577793326"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "ubuntu 26.04\n==> verifying checksum...\n\\[error\\] checksum verification failed!\n", "link": "https://www.reddit.com/r/ZedEditor/comments/1wuc43m/dbflux_an_opensource_database_client_built_with/pd6pgb8/"}]}}, "setup.provider_byok_local": {"praise": 11, "complaint": 14, "n": 25, "weighted": {"praise": 6.48, "complaint": 9.75}, "praiseShare": 44.0, "ci95": [26.7, 62.9], "regard": 0.4915, "regardCi95": [0.475, 0.507], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "why do people tend to fallback to claude? i use ollama deepseek in zed, far cheaper than claude", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgt94td/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "aside from cursor, i borrowed my bf claude account and connected it to my zed, works perfectly riding my ide with opus 5.5", "link": "https://www.reddit.com/r/cursor/comments/1wc1hxp/any_alternative_to_cursor/pck5eoe/"}, {"date": "2026-09-18", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "i was looking for a good ide with free byok agentic capability and tried @zeddotdev and its great !", "link": "https://twitter.com/1955391424200921088/status/2100991894977208381"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev trying to add opencode as llm provider and getting this error both on mac and on arch. would you have any ideas how to resolve it? thx &lt;3 [link]", "link": "https://twitter.com/618406597/status/2111510359979024865"}, {"date": "2026-10-10", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev why is there no possibility to choose api keys for deepseek or z ai in the setup of delta", "link": "https://twitter.com/1733641051343126528/status/2108922447814615274"}, {"date": "2026-09-16", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev when can we have more providers? at least the same as zed. i can't add a custom openai like [link] coding plan", "link": "https://twitter.com/8217762/status/2100235687194776060"}]}}, "setup.extensions_mcp": {"praise": 11, "complaint": 46, "n": 57, "weighted": {"praise": 7.13, "complaint": 27.32}, "praiseShare": 19.3, "ci95": [11.1, 31.3], "regard": 0.456, "regardCi95": [0.436, 0.474], "salience": 5.7, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev zed + oxlint plugin + oxfmt plugin feels truly blessed.", "link": "https://twitter.com/1996002534834798592/status/2103674527859503164"}, {"date": "2026-09-25", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev haha, custom commands for my lsp-abusing extension, finally!", "link": "https://twitter.com/77776543/status/2103280561326379213"}, {"date": "2026-09-13", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@maria_rcks that it takes forever to see new harnesses added and that i can't just connect my own harness over acp the way i can in @zeddotdev", "link": "https://twitter.com/2022645967615365120/status/2099028259589521876"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@jksully313 @zeddotdev its been a few months since i last tried so i don’t remember all the small anoyences, but a major issue is that vs code has a much better plugin ecosystem, which is hard for me to migrate away from", "link": "https://twitter.com/1785442604173185024/status/2110055404504043604"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i don't care for any of the ai features in zed or vscode, that's what my highly capable and configurable cli is for.\nwhat i do want is a capable text editor, for me the lack of extensions is holding me back from using zed.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe41chu/"}, {"date": "2026-09-25", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@spinflowstudio @theo @zeddotdev using it for some time now, but the plugin support is not really there yet. there is a lack of functionalities from the massive ecosystem of plugins vscode community has managed to create over the years", "link": "https://twitter.com/1910279414304198656/status/2103302414673859067"}]}}, "setup.onboarding_docs": {"praise": 1, "complaint": 19, "n": 20, "weighted": {"praise": 0.71, "complaint": 11.01}, "praiseShare": 5.0, "ci95": [0.9, 23.6], "regard": 0.4873, "regardCi95": [0.478, 0.5], "salience": 2.0, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "gpui is built for agents\nbecause i dont see its docs. or i am blind?\njust couple of small mds in the repo\nwhat the hell? @zeddotdev", "link": "https://twitter.com/897031319225552898/status/2108610162303078690"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "didn't realize we have that in zed, it is hidden too deep to me xd \ni was expecting sort of customized theme registries like what we have for emacs/vim", "link": "https://www.reddit.com/r/ZedEditor/comments/1w9ecgp/added_colors_to_the_agents_panel_markdown/pdzhimr/"}, {"date": "2026-10-01", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev tried it, honestly the software is a bit confusing. \n(it's just my opinion on first time learning friction, not my judgement on the software itself)", "link": "https://twitter.com/1618866444049203200/status/2105556475640975716"}]}}, "setup.ide_integration": {"praise": 26, "complaint": 55, "n": 81, "weighted": {"praise": 15.4, "complaint": 35.12}, "praiseShare": 32.1, "ci95": [22.9, 42.9], "regard": 0.4572, "regardCi95": [0.433, 0.48], "salience": 8.2, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "vs code fumbled so bad 😭 6gb of data in 5 minutes? twice?! 💀 yeah, i’m out. @zeddotdev , we’re locked in, baby. lightweight, smooth, and most of what i needed extensions for in vscode is already built in with zed.", "link": "https://twitter.com/1896611045629915136/status/2111199453239452008"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/ZedEditor", "polarity": "praise", "text": "the one feature about it that i do like? i run opencode in a agent terminal window, not a native zed agent. but it can still tell what file/lines i have highlighted in the zed editor. is this something that your flow can do? i'd love to know more. i'm new to all this.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wzg01y/my_favorite_zed_feature_turn_ai_off/pemj7wh/"}, {"date": "2026-09-28", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "vim, neovim, vs code + neovim plugin... i've been picky about vim mode for 10 years. zed just earned a spot in my toolbox.\nbest vim mode outside of actual vim, with real control over the ui beyond the buffer.\ngreat job @zeddotdev! for those who still read their code 😏", "link": "https://twitter.com/1304914232132145153/status/2104632347530346739"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@code workspaces are such a great feature. it just make switching between repo very very easy. i wish every code editor must add it. \n@zeddotdev has projects but i still had to write script to make it work somewhat like vscode.", "link": "https://twitter.com/1746242198331707392/status/2111483098609438908"}, {"date": "2026-10-16", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev zed editor really needs native sql syntax highlighting out of the box! dropping into zed to check and query sql is just an everyday routine for us. 🛠️✨ #zed #sql", "link": "https://twitter.com/1910837034648039424/status/2111239154621415639"}, {"date": "2026-10-14", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@hanupratap2 @zeddotdev waiting since forever, their acp integration is so bad", "link": "https://twitter.com/2562124424/status/2110437107068231845"}]}}, "models.catalog_access": {"praise": 3, "complaint": 10, "n": 13, "weighted": {"praise": 1.97, "complaint": 5.99}, "praiseShare": 23.1, "ci95": [8.2, 50.3], "regard": 0.5003, "regardCi95": [0.489, 0.514], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev in the new version of delta, there’s a bug: my chatgpt subscription is no longer available as a provider.", "link": "https://twitter.com/2035030715189141509/status/2104996620307718609"}, {"date": "2026-09-23", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev yo i'm using my grok sub with delta and it only gives grok 4.6/4.5 as options for models. please support grok 4.7 and composer 2.5. this should be an auto refresh thing imo.", "link": "https://twitter.com/1836929256569425921/status/2102785465682460969"}, {"date": "2026-08-31", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @zeddotdev hi. i have a question: i paid for an opencode go subscription, but not all available models are showing up in the zed editor. i found a closed pull request on github regarding this issue. do you plan to fix this? otherwise, my subscription is pointless.", "link": "https://twitter.com/1498680807405330433/status/2094314242044293271"}]}}, "models.routing_auto": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5019, "regardCi95": [0.497, 0.509], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-21", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "praise", "text": "my personal huge level up was going from cursor ide to zed + omp. it is more efficient, i have everything i could've asked for and more. i love the custom fallbacks. being able to force the use of subagents. and the advisor... the advisor is really something tbh", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wlpj30/lord_forgive_me_for_the_time_i_wasted/pb4z6kj/"}], "complaint": []}}, "models.effort_control": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.71}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.496, "regardCi95": [0.488, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev still no reasoning setting, are you serious?\nhave you no heard the shot?", "link": "https://twitter.com/1955587166626533377/status/2105353686541083095"}]}}, "models.quality_drift": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.41, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5071, "regardCi95": [0.5, 0.517], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev delta is improving really fast. honestly, i can't say i've fully adapted to it yet, but it's a promising tool.", "link": "https://twitter.com/1468434470508576768/status/2105318799532814349"}], "complaint": []}}, "context.instruction_files": {"praise": 1, "complaint": 5, "n": 6, "weighted": {"praise": 0.35, "complaint": 1.9}, "praiseShare": 16.7, "ci95": [3.0, 56.4], "regard": 0.4957, "regardCi95": [0.49, 0.5], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "context.instruction_following": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.42, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.502, "regardCi95": [0.5, 0.506], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "context.clarifying_questions": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.35}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.498, "regardCi95": [0.494, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "context.compaction": {"praise": 0, "complaint": 5, "n": 5, "weighted": {"praise": 0.0, "complaint": 2.69}, "praiseShare": 0.0, "ci95": [-0.0, 43.4], "regard": 0.4947, "regardCi95": [0.49, 0.499], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "context.session_memory": {"praise": 3, "complaint": 0, "n": 3, "weighted": {"praise": 1.72, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [43.8, 100.0], "regard": 0.5048, "regardCi95": [0.5, 0.511], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "context.codebase_retrieval": {"praise": 6, "complaint": 9, "n": 15, "weighted": {"praise": 3.58, "complaint": 5.86}, "praiseShare": 40.0, "ci95": [19.8, 64.3], "regard": 0.4969, "regardCi95": [0.485, 0.509], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev i was bummed when y’all got rid of the old context engineering style of ai integration. but delta feels like a return back to that original feeling\nbeing able to comment on anything in multiple attached repos and all the worktree shenanigans totally working transparently is epic", "link": "https://twitter.com/14405464/status/2108565289050816965"}], "complaint": [{"date": "2026-08-31", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev have you guys fixed the problem where if i deliberately include a file in an agent's context it still has to read the file again with a tool (wasting an extra request) before the edit tool is allowed to work?", "link": "https://twitter.com/1600030777130962944/status/2094319263154880990"}]}}, "context.attachments": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4988, "regardCi95": [0.496, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.capability": {"praise": 26, "complaint": 45, "n": 71, "weighted": {"praise": 15.72, "complaint": 28.65}, "praiseShare": 36.6, "ci95": [26.4, 48.2], "regard": 0.4439, "regardCi95": [0.42, 0.469], "salience": 7.2, "receipts": {"praise": [], "complaint": []}}, "work.frontend_ui": {"praise": 3, "complaint": 1, "n": 4, "weighted": {"praise": 1.27, "complaint": 0.5}, "praiseShare": 75.0, "ci95": [30.1, 95.4], "regard": 0.5024, "regardCi95": [0.498, 0.507], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-02", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@olvrgln @zeddotdev to your point, have found low, fast models in chat beside code to be very good for “nip &amp; tuck” ui work — speed is essential, ask for no tests or dom checks, just fastest code", "link": "https://twitter.com/20835267/status/2095017565215166492"}, {"date": "2026-09-16", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@taniyatweets_ zed it's just unrealistic fast for ui/ux \n@zeddotdev they just built different", "link": "https://twitter.com/2242568539/status/2100104182619631865"}], "complaint": []}}, "work.bug_diagnosis": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4984, "regardCi95": [0.494, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.regressions_introduced": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.13}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4985, "regardCi95": [0.496, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "work.scope_overreach": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4991, "regardCi95": [0.497, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.stuck_loops": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 2.41}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4969, "regardCi95": [0.493, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "work.premature_stop": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.long_running_autonomy": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4972, "regardCi95": [0.491, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.multi_agent_orchestration": {"praise": 8, "complaint": 9, "n": 17, "weighted": {"praise": 4.33, "complaint": 6.18}, "praiseShare": 47.1, "ci95": [26.2, 69.0], "regard": 0.4871, "regardCi95": [0.471, 0.501], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev zed is my daily, subagents with different models is a nice touch", "link": "https://twitter.com/14718802/status/2105734900137803823"}, {"date": "2026-09-12", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@steipete i work pretty similar, but with @zeddotdev 2-3 agent, all on the same branch, carefully selected tasks to avoid conflict. yesterday my 2 agents talked to each other, to sync on last steps, since they had some common file to edit, it was beautiful :d", "link": "https://twitter.com/305049198/status/2098819633868349882"}, {"date": "2026-09-10", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "i just can't...\nthreads start to auto name as soon as i post that, subagents ux is incredible, love it!\n@zeddotdev, just thank you! [link]", "link": "https://twitter.com/1695152071320743936/status/2098132867628871686"}], "complaint": [{"date": "2026-09-21", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i could pick like fable-coordinator, code-review-agent here\n[link]\nbut now zed has removed this feature, and im just lost for words.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wm59hh/why_did_zed_remove_the_starting_agent_selector/"}, {"date": "2026-09-17", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev hi, i didn't find a repo to file a bug on delta, but using it with subagents i have to constantly write the main trhread to monitor them.", "link": "https://twitter.com/8217762/status/2100399834356150550"}, {"date": "2026-09-01", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@just_cameron @zeddotdev advertising a multi-agent workflow and then having no way for the agent to spawn subagents is exactly the kind of gap that only shows up once you try to use a tool for real work instead of the demo.", "link": "https://twitter.com/46110663/status/2094924957918564697"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 3, "complaint": 3, "n": 6, "weighted": {"praise": 1.42, "complaint": 1.44}, "praiseShare": 50.0, "ci95": [18.8, 81.2], "regard": 0.5056, "regardCi95": [0.498, 0.517], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "work.git_workflow": {"praise": 9, "complaint": 14, "n": 23, "weighted": {"praise": 6.13, "complaint": 8.11}, "praiseShare": 39.1, "ci95": [22.2, 59.2], "regard": 0.5067, "regardCi95": [0.491, 0.525], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "switching projects, worktrees and branches in @zeddotdev is so smooth. 🤩", "link": "https://twitter.com/1592064065182093312/status/2105641376964898922"}, {"date": "2026-09-17", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev delta all the way, very helpful to have prs ready for review :d", "link": "https://twitter.com/195044493/status/2100434261169840260"}, {"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev i was bummed when y’all got rid of the old context engineering style of ai integration. but delta feels like a return back to that original feeling\nbeing able to comment on anything in multiple attached repos and all the worktree shenanigans totally working transparently is epic", "link": "https://twitter.com/14405464/status/2108565289050816965"}], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev i love delta, but for the life of me committing changes without opening a terminal seems impossible. i saw there was a new \"land changes\" button but this just invokes an llm?", "link": "https://twitter.com/1676011773810360320/status/2102493282215539022"}, {"date": "2026-09-10", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "i'm spending more time in delta than @zeddotdev \nthe more i'm using delta, the more it is making sense day by day. \nthough the worktree is abit confusing for me and agent to work with.", "link": "https://twitter.com/1653022082584948736/status/2097959269312364688"}, {"date": "2026-09-06", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev please reopen a git sync issue, facing it everyday and feel frustrated [link]", "link": "https://twitter.com/839812209207291905/status/2096621209572057379"}]}}, "work.computer_browser_use": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.safety_refusals": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.permission_prompts": {"praise": 2, "complaint": 3, "n": 5, "weighted": {"praise": 1.84, "complaint": 1.78}, "praiseShare": 40.0, "ci95": [11.8, 76.9], "regard": 0.507, "regardCi95": [0.496, 0.523], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "work.plan_mode": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 1.0, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5002, "regardCi95": [0.494, 0.506], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "delta by @zeddotdev is some great stuff. enjoying working with it, especially for working on plans and reviewing code.", "link": "https://twitter.com/928201772941889537/status/2109654713687744719"}], "complaint": []}}, "work.response_verbosity": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.sycophancy_pushback": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.84, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5054, "regardCi95": [0.5, 0.519], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4995, "regardCi95": [0.498, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "verify.self_testing": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.agent_code_review": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 1.0, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5016, "regardCi95": [0.5, 0.505], "salience": 0.1, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "delta by @zeddotdev is some great stuff. enjoying working with it, especially for working on plans and reviewing code.", "link": "https://twitter.com/928201772941889537/status/2109654713687744719"}], "complaint": []}}, "verify.change_review_ui": {"praise": 11, "complaint": 19, "n": 30, "weighted": {"praise": 6.24, "complaint": 11.96}, "praiseShare": 36.7, "ci95": [21.9, 54.5], "regard": 0.4922, "regardCi95": [0.476, 0.508], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-07", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "thanks @zeddotdev for the awesome acp merch 🎉!\n9 months after i hacked it together, a @langchain deep agent + acp adapter + zed is still my daily driver coding agent. reviewing code as the agent works with worktrees is peak ux!\nwrote about it here:\n[link] [link]", "link": "https://twitter.com/951957900/status/2107866835379270000"}, {"date": "2026-09-25", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev oh man, it's been awhile since firing up zed, but the git diff viewer is so good", "link": "https://twitter.com/410192130/status/2103488364347375816"}, {"date": "2026-09-20", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev clean workflow for reviewing code and keeping discussions focused", "link": "https://twitter.com/2010658787611619328/status/2101537299771355476"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": ". @zeddotdev, please fix this if i want to edit something in the diff viewer, this pop-up is very annoying. [link]", "link": "https://twitter.com/1424708341901795330/status/2107376481420947682"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "a good ux for reviewing prs and changes. they are so hardcore about ai integrations, but they dump all changes agents made to your face in a single page. i would honestly just copy what gh pr extension for vscode does. ", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe21n3o/"}, {"date": "2026-09-25", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev fix the search pls. i stopped using bcz of search and diff viewer", "link": "https://twitter.com/2065733203663659008/status/2103345319836815865"}]}}, "ui.display_settings": {"praise": 66, "complaint": 153, "n": 219, "weighted": {"praise": 35.56, "complaint": 88.82}, "praiseShare": 30.1, "ci95": [24.4, 36.5], "regard": 0.4739, "regardCi95": [0.447, 0.502], "salience": 22.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev wait, when did we get refs on the left? that’s huge!", "link": "https://twitter.com/963954289/status/2110423976224952454"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/ZedEditor", "polarity": "praise", "text": "yes, it is, but i like the \"always collapsed\" thinking display in zed. i mainly use glm models and they are notorious for their long thinking that i don't really need to see most of the time.", "link": "https://www.reddit.com/r/ZedEditor/comments/1whydrw/delta_in_public_beta/pde30od/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/ZedEditor", "polarity": "praise", "text": "i have been a wezterm user for years now, but i recently switched my font from jetbrains mono to berkeley mono, and wezterm doesn't render it properly. also tried alacritty; same problem. but zed terminal renders it perfectly fine.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wpr20d/is_there_any_zed_terminal/pbxyyl0/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "this @zeddotdev little bug drives me crazy\nif you leave your mouse from the left, the tooltip on the file item shows up until you come back to the window.\ntrying to train myself to leave move out my mouse from the bottom of the window. [link]", "link": "https://twitter.com/813555/status/2111490457763213633"}, {"date": "2026-10-16", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @ollama currently it doesn't support previewing files like markdown or html.", "link": "https://twitter.com/2959524282/status/2111192959635145067"}, {"date": "2026-10-16", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev you still don't prefill the palette with the selected text. i'm angry.", "link": "https://twitter.com/204731905/status/2111206036380303846"}]}}, "ui.session_history": {"praise": 7, "complaint": 18, "n": 25, "weighted": {"praise": 3.76, "complaint": 11.2}, "praiseShare": 28.0, "ci95": [14.3, 47.6], "regard": 0.4987, "regardCi95": [0.484, 0.516], "salience": 2.5, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "tfw you let fable run wild on a research problem, now you have to make sense of a bunch of calculus before you can evaluate whether it even makes sense...\nbut at least @zeddotdev's [link] is making it a hell of a lot easier to manage these research threads! [link]", "link": "https://twitter.com/14435549/status/2108571502513688954"}, {"date": "2026-09-19", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev the whole mental model of every chat and file change history being recorded in isolated thread. simple and powerful. once i got past the \"trying to fit into git ways of working\" model, this is actually liberating.", "link": "https://twitter.com/1049200051178885120/status/2101356269462315403"}, {"date": "2026-09-28", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "you need to chat history plus all media at a minimum for sure. even better would be file state at each point in the conversation, @zeddotdev’s delta is the closest thing we have to that part of the equation: [link].\nanthropic baking something like this into claude cli and app would be so awesome.", "link": "https://twitter.com/11235612/status/2104609696128593960"}], "complaint": [{"date": "2026-09-25", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i work on 1-4 of them at once. some have agents running. the agent list is also getting out of hand, it lists all projects, even the empty one where there was no agent running. even with archiving threads it is getting out of hand", "link": "https://www.reddit.com/r/ZedEditor/comments/1wowmwx/how_do_you_handle_multiple_zed_window/pbxbq24/"}, {"date": "2026-09-25", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev the thing i dislike most about zed is jumping back to the state of a previous user messages seems to be buggy, or i don't get how to use it.\nmuch easier in cursor imo", "link": "https://twitter.com/1665352784147775488/status/2103585879063474315"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i lost my temp work, cause zed doesn't have workspace option, had issue with formatting js files and the shortcut log keyword doesn't work in zed. shifted back to vscode, will probably give zed another chance in a while", "link": "https://www.reddit.com/r/ZedEditor/comments/1x354w5/i_profiled_zed_memory_usage_and_heres_what_it/pf8d35k/"}]}}, "ui.interrupt_steer": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.84, "complaint": 0.84}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5006, "regardCi95": [0.495, 0.507], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i use both cli, the claude app and also via zed. i used to prefer zed but it doesn’t have some features like graceful session stop, no mods support, and zed worktrees have been causing some performance issues for me. so i switched to the cli recently and i have mods to customize my experience making it significantly better. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/peb9lst/"}]}}, "surfaces.remote_mobile": {"praise": 1, "complaint": 8, "n": 9, "weighted": {"praise": 0.42, "complaint": 5.45}, "praiseShare": 11.1, "ci95": [2.0, 43.5], "regard": 0.4856, "regardCi95": [0.471, 0.497], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@danilobleal @zeddotdev or like setup my own software to talk to delta, say i wanna send it text messages to check on stuff/start something. currently impossible.", "link": "https://twitter.com/896131/status/2109700289968079160"}, {"date": "2026-09-05", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @theo sending threads from a web client and from my phone is pretty much a must have for me, and right now, delta has no way to do either.", "link": "https://twitter.com/1426298051937898498/status/2096289021550846161"}]}}, "surfaces.cloud_sessions": {"praise": 1, "complaint": 4, "n": 5, "weighted": {"praise": 0.5, "complaint": 3.44}, "praiseShare": 20.0, "ci95": [3.6, 62.4], "regard": 0.4916, "regardCi95": [0.482, 0.5], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-19", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "discovery of the week is that @zeddotdev works so much better with remote dev + worktrees. my new daily.", "link": "https://twitter.com/331224236/status/2101423248751595877"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "my christmas wish this year is that @zeddotdev can move agent work into a remote environment so i can disconnect while the agent keeps working\nall my work happens in vms now. zed is excellent and my preferred choice but if i'm going to disconnect i have to use something else", "link": "https://twitter.com/1182825960762163200/status/2110385640864948633"}, {"date": "2026-10-12", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@danilobleal @zeddotdev like right now delta can only run on my one computer. i have servers, nucs, mac minis, would be nice to run there and use delta ui from laptop. if i'm forced into using zed's remote stuff i'll just churn ¯\\_(ツ)_/¯", "link": "https://twitter.com/896131/status/2109700002666930642"}, {"date": "2026-10-10", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev we need remote server support and we are going to migrate to delta", "link": "https://twitter.com/1132641214321307648/status/2108950673098199107"}]}}, "rel.service_errors": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "rel.response_speed": {"praise": 73, "complaint": 16, "n": 89, "weighted": {"praise": 45.32, "complaint": 11.31}, "praiseShare": 82.0, "ci95": [72.8, 88.6], "regard": 0.6358, "regardCi95": [0.609, 0.662], "salience": 9.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "been using @zeddotdev as my daily driver for a while now. very good stuff!\npaired with ai, it’s helped me do some of the best work of my life.\ncrazy how much a fast and smooth experience changes the way everything feels.\ngreat great great!", "link": "https://twitter.com/1973009286251909120/status/2111823118054347158"}, {"date": "2026-10-18", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev is pretty good. i have been using it for a week now and i kinda like it. its light weight, fast and a good replacement for vscode.\njust does the job without any bloatware.", "link": "https://twitter.com/252473758/status/2111847664849736072"}, {"date": "2026-10-13", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@makiloop @zeddotdev oh, that’s not great. personally, i find it much more responsive than vs code, which has historically had just enough input lag on my system to be extremely noticeable, and the type rendering is imo a bit nicer, but your mileage may vary", "link": "https://twitter.com/793795/status/2110049940944879898"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev there is an issue with the built-in source control, it's too slow when detecting which files have changed", "link": "https://twitter.com/1660797153852157954/status/2111205584213266801"}, {"date": "2026-10-10", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev i love zed, my ide shouldn't take 30 seconds to load, it should be fast. folder switching, worktree switching should be fast", "link": "https://twitter.com/793402262374711300/status/2108949815979811017"}, {"date": "2026-10-02", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "why does opening the terminal in @zeddotdev have a delay now? it used to be instant", "link": "https://twitter.com/2297171389/status/2106038697703674152"}]}}, "rel.client_failures": {"praise": 17, "complaint": 67, "n": 84, "weighted": {"praise": 10.11, "complaint": 42.72}, "praiseShare": 20.2, "ci95": [13.0, 30.0], "regard": 0.5847, "regardCi95": [0.53, 0.638], "salience": 8.5, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "@zeddotdev is so much less bloated + very low mem and cpu usage , lol even less than powershell terminal \nggs zed. [link]", "link": "https://twitter.com/1594447038338723840/status/2108916458063540418"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "funnily enough zed does all that while being far more resource efficient than vs code.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvu1eg/biggest_ai_fumble_in_tech/pdgmsgr/"}, {"date": "2026-09-18", "source": "X", "community": "@zeddotdev", "polarity": "praise", "text": "lo que más vengo viendo últimamente es:\n1. @orca_build \n2. @zeddotdev \n3. @get_bb_app \nel modelo o proveedor es indistinto.\na mi orca se me explotaba en mi máquina, zed anda mucho mejor, y ando con ganas de probar bb. [link]", "link": "https://twitter.com/1788006796331782144/status/2100925555076165916"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "tested it in fedora wayland and crashed multiple times so not really a great experience. \nnon related but logo looks like pedo blogo which is weird ", "link": "https://www.reddit.com/r/ZedEditor/comments/1wq03mv/has_anyone_tried_delta/pepvzqg/"}, {"date": "2026-10-06", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "cosh hit a panic while running commands in zed terminal.\nthe terminal got stuck and the output was fragmented into columns. it was impossible to copy and difficult to read.\ncosh used vision to inspect the broken terminal and figure out what happened.\n@zeddotdev [link]", "link": "https://twitter.com/2088725953581060096/status/2107488357731185093"}]}}, "rel.update_breakage": {"praise": 1, "complaint": 8, "n": 9, "weighted": {"praise": 0.59, "complaint": 4.56}, "praiseShare": 11.1, "ci95": [2.0, 43.5], "regard": 0.4998, "regardCi95": [0.49, 0.515], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev where did your inline assist go? \nuntil yesterday i was able to just use it via ctrl+enter and it does not trigger the inline prompt input i can use. that is what i use 90% of the time compared to agent panel.", "link": "https://twitter.com/2723020985/status/2105480077437960642"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i also use cli\\_default\\_open\\_behavior with new\\_window since the project mode has arrived and it requires to shift the mental model and i dont want to fix my mental model, i want to fix the tool like it used to work. \n \n[[link]\nbut since now it is opening a new window for every file, it is a mess.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wowmwx/how_do_you_handle_multiple_zed_window/pbzuoyg/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "my theme really hasn't changed much, just a darker variant. feedback to the zed team: vim behavior around search esp. has been a bit buggy recently across updates - breaks/differs in slight ways across releases... and please implement smooth scrolling when navigating via keyboard, at least on mac (an issue has been open for nearly 2 years now).", "link": "https://www.reddit.com/r/ZedEditor/comments/1wuvqbv/my_zed_setup_a_year_later/"}]}}, "account.support": {"praise": 1, "complaint": 12, "n": 13, "weighted": {"praise": 0.35, "complaint": 6.45}, "praiseShare": 7.7, "ci95": [1.4, 33.3], "regard": 0.4943, "regardCi95": [0.486, 0.504], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-24", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "all the things i want have prs already, open for months, ignored from the beginning on or in the middle of the review by the maintainers. it won't help if i open another pr or spam comments.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wjp5nq/popular_zed_fork_where_the_community_is_more/pbpijgu/"}, {"date": "2026-09-04", "source": "X", "community": "@zeddotdev", "polarity": "complaint", "text": "@zeddotdev @huacnlee my 2 years pr just got merge last 2 months ago hahaha", "link": "https://twitter.com/932727389523558400/status/2095767592699089336"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "just did a quick search and there are multiple discussions, some even go back about two years and so far at least it didn’t happen… \ndon’t get me wrong, i love zed and i don’t want to judge or criticize priorities of the maintainers but web browser integration in any kind of way is apparently not very high on their list and they do have a history of letting prs rot forever…i can fully understand why op rather forks than trying to contribute it…", "link": "https://www.reddit.com/r/ZedEditor/comments/1wwe1hf/zed_fork_with_a_builtin_browser_tab_byok_ai_no/pdkw8rt/"}]}}, "account.billing_errors": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4991, "regardCi95": [0.498, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "account.bans_restrictions": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4992, "regardCi95": [0.498, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-09-27", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i was blocked within a day of testing it.\n[link]\nemailed their billing department. they said vpn/etc can be blocked, then asked me for my github username and linked in. i told them i'm on residential ip, and gave both github username+linked in link to them. \n \nthey then they ghosted me for over a week already. \nnot a great first impression. i might skip it.", "link": "https://www.reddit.com/r/ZedEditor/comments/1tg7v04/zeds_aggressive_abuse_ring_countermeasures/pcaeplh/"}]}}, "account.data_privacy": {"praise": 1, "complaint": 11, "n": 12, "weighted": {"praise": 0.59, "complaint": 6.45}, "praiseShare": 8.3, "ci95": [1.5, 35.4], "regard": 0.4942, "regardCi95": [0.485, 0.505], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-25", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "it looks like it sends your source code and chat history to zed's servers so it was immediately shot down by security at my company.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wq03mv/has_anyone_tried_delta/pc0hxb5/"}, {"date": "2026-09-17", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "it is not public, but have to share with zed servers. but it is still a issue in some industries. ", "link": "https://www.reddit.com/r/ZedEditor/comments/1whydrw/delta_in_public_beta/paaw9r6/"}, {"date": "2026-09-17", "source": "Reddit", "community": "r/ZedEditor", "polarity": "complaint", "text": "i work in cybersec and i’m not allowed to share any code:( i really wish i can use delta in local first mode without any collaboration features", "link": "https://www.reddit.com/r/ZedEditor/comments/1whydrw/delta_in_public_beta/pabzacj/"}]}}}, "requests": {"authorWeeks": 712, "themes": [{"theme": "Claude subscription usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 16, "posts": 17, "examples": [{"agent": "zed", "date": "2026-10-17", "source": "X", "community": "@zeddotdev", "text": "please update this !\n@zeddotdev \nclaude code coming soon subscrition please [link]", "link": "https://twitter.com/1571253870206009344/status/2111533473089352121"}, {"agent": "zed", "date": "2026-10-15", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev when can we get anthropic subscription support in delta?", "link": "https://twitter.com/1793662836536995840/status/2110729302954397868"}, {"agent": "zed", "date": "2026-10-12", "source": "Reddit", "community": "r/ZedEditor", "text": "i see that delta is in beta and the acp support is in their roadmap.\nhaving a claude subscription i'd really like to try it but i can't right now since acp is still not in their beta.\ndo you know if there is an alpha version to try?\nthanks", "link": "https://www.reddit.com/r/ZedEditor/comments/1x3v7yr/really_excited_to_try_deltadev_by_zed_is_there/"}]}, {"theme": "Jupyter notebook support", "criterion": "setup.ide_integration", "authorWeeks": 15, "posts": 16, "examples": [{"agent": "zed", "date": "2026-10-10", "source": "X", "community": "@zeddotdev", "text": "@adocomplete @erikdao @zeddotdev the one feature zed is missing is full jupyter notebook support. hope they will add soon.", "link": "https://twitter.com/41895002/status/2109068938130903480"}, {"agent": "zed", "date": "2026-10-08", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev smooth scrolling: missing\njupyter notebook: missing\nroadmap: 1 year old. intact", "link": "https://twitter.com/1869047150795223040/status/2108180456755917179"}, {"agent": "zed", "date": "2026-09-27", "source": "Reddit", "community": "r/ZedEditor", "text": "i don't know how many of you use zed for running jupyter notebooks - so many issues and vs code support is much better.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wr5qmt/jupyter_notebook_support_in_zed_is_not_good/"}]}, {"theme": "Markdown rendering and preview", "criterion": "ui.display_settings", "authorWeeks": 15, "posts": 16, "examples": [{"agent": "zed", "date": "2026-10-16", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev @ollama currently it doesn't support previewing files like markdown or html.", "link": "https://twitter.com/2959524282/status/2111192959635145067"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev what i'd love in zed:\n1. custom css or an extension api for the preview\n2. reading-first typography: serif body, max line width\n3. mermaid diagrams, themed to match\n4. code blocks in the editor's syntax theme\n5. open .md rendered by default, toggle to source in place", "link": "https://twitter.com/910155404415553536/status/2103529716368208300"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev is there a setting to open markdown files in preview mode by default?\ni know it’s becoming more of a reader than an editor, but the times, they are a-changin’... 😉", "link": "https://twitter.com/227082556/status/2103388052270067949"}]}, {"theme": "Remote SSH development", "criterion": "surfaces.remote_mobile", "authorWeeks": 14, "posts": 15, "examples": [{"agent": "zed", "date": "2026-10-10", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev we need remote server support and we are going to migrate to delta", "link": "https://twitter.com/1132641214321307648/status/2108950673098199107"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@jordanrstout @maria_rcks @theo true, @zeddotdev team needs to work on their ssh support, other than that, love the editor", "link": "https://twitter.com/4005510620/status/2103458665705644054"}, {"agent": "zed", "date": "2026-09-22", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev any plans to introduce working with remote projects in delta? currently find myself switching to herdr just for that.", "link": "https://twitter.com/1049200051178885120/status/2102481549170188314"}]}, {"theme": "Custom OpenAI-compatible provider endpoints", "criterion": "setup.provider_byok_local", "authorWeeks": 13, "posts": 15, "examples": [{"agent": "zed", "date": "2026-09-29", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev it would be cool if i can connect to [link] as provider", "link": "https://twitter.com/1925398929904214019/status/2104758506608037985"}, {"agent": "zed", "date": "2026-09-28", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can openai-compatible provider ship in v0.18? this is a highly important feature 🙏.", "link": "https://twitter.com/1764487903080853504/status/2104566097265713543"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev delta is goood like really good\njust need custom provider", "link": "https://twitter.com/1261173216455712768/status/2103520442594332993"}]}, {"theme": "Integrated git panel", "criterion": "work.git_workflow", "authorWeeks": 13, "posts": 15, "examples": [{"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev yet you can’t filter by branch/author/date in the git graph", "link": "https://twitter.com/2060822033387139076/status/2110439312676593896"}, {"agent": "zed", "date": "2026-10-09", "source": "X", "community": "@zeddotdev", "text": "zed is fast. the only thing i'm missing from vs code is the git interface. it's there, but it's just not the same. the vs code one was more useful for some reason.\n@zeddotdev", "link": "https://twitter.com/1580952441259892738/status/2108425625136701505"}, {"agent": "zed", "date": "2026-10-08", "source": "X", "community": "@zeddotdev", "text": "@liamhammett i am slowly moving to @zeddotdev \ni have pred a bunch of missing features (mostly git related). until these get merged i am using a custom build created locally on a branch that has all my open and closed prs and its been working great for me.", "link": "https://twitter.com/1326389321046298624/status/2108168713245741522"}]}, {"theme": "Detachable panels and multi-window support", "criterion": "ui.display_settings", "authorWeeks": 11, "posts": 13, "examples": [{"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev not many people are using ide, make agent windows", "link": "https://twitter.com/1678381213/status/2110428353706803576"}, {"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "sure, i guess it works, but it does limit what you can do. eg what if ie ant to move only the agent window?\nit is better than what zed allows, though. i’ll try it out!", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe2u0wn/"}, {"agent": "zed", "date": "2026-09-30", "source": "Reddit", "community": "r/ZedEditor", "text": "in vs code i could simply have multiple windows on different worktrees, i am struggling doing it easily in zed and thats a big deal for me", "link": "https://www.reddit.com/r/ZedEditor/comments/1wo7jua/what_do_you_think_is_missing_in_zed_editor/pczw2bx/"}]}, {"theme": "Built-in debugger", "criterion": "setup.ide_integration", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "debug must use the terminal tab instead of its own local terminal \ngit features on git graph - checkout, stash, create, delete, rebase, simplified graph (branches only; not commits)", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe2hw09/"}, {"agent": "zed", "date": "2026-10-03", "source": "Reddit", "community": "r/ZedEditor", "text": "debugging normal tests works but the browser ones never stop on breaks", "link": "https://www.reddit.com/r/ZedEditor/comments/1wwryk2/how_to_debug_browser_vitests_tests/"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev @uncannylukas compound debugger runs would help a lot for monorepo setups. for me it is the only reason i still open vscode when inspecting certain issues", "link": "https://twitter.com/993113153255899136/status/2103429024932651417"}]}, {"theme": "Per-feature toggles to disable AI features", "criterion": "ui.display_settings", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "zed", "date": "2026-10-16", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can you please make it possible to specify which ai features i want enabled / disabled.", "link": "https://twitter.com/3398535657/status/2111169658686468353"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev feature request: is it possible to partially disable ai feature? i need to disable ai features except the edit prediction. i really like zed's edit prediction feature.", "link": "https://twitter.com/42179249/status/2103590820553294064"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can u folks include a setting for disabling editor features also and focus on just diffs? that way memory usage is lower and can be used for review of ai code which is what most developers do now a days.", "link": "https://twitter.com/736168608334635009/status/2103468672073519456"}]}, {"theme": "Richer editor extension and UI API", "criterion": "setup.extensions_mcp", "authorWeeks": 11, "posts": 11, "examples": [{"agent": "zed", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "if zed just gets better extension support its game over. i still write enough of my own code i like my extensions and drift back and forth to vscode editors. otherwise zed is perfect", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgt9t96/"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can you add plugins though \nlike actual plugins, extendible ui, etc.", "link": "https://twitter.com/1884855692630093824/status/2110192849832866165"}, {"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "i don't care for any of the ai features in zed or vscode, that's what my highly capable and configurable cli is for.\nwhat i do want is a capable text editor, for me the lack of extensions is holding me back from using zed.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe41chu/"}]}, {"theme": "Agent Client Protocol support", "criterion": "setup.extensions_mcp", "authorWeeks": 10, "posts": 11, "examples": [{"agent": "zed", "date": "2026-10-16", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev great!!\nplease, when is opencode v2.0 coming to acp registry", "link": "https://twitter.com/1268137565993000961/status/2111126594999775360"}, {"agent": "zed", "date": "2026-09-02", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev's delta is the most unique, yet (on the surface) the simplest coding agent orchestrator i've used. it's so beautiful, i'm such a big fan.\nmy only issue is i can't continue using it unless they support acp like they do on zed.", "link": "https://twitter.com/1801018634602479616/status/2095290435250126910"}, {"agent": "zed", "date": "2026-09-30", "source": "X", "community": "@zeddotdev", "text": "@googledeepmind @officiallogank congrats on the model launch! excited to try this out.\ni wish you all officially supported acp though so i could use this in my editor (zed). if y'all are open to it, i'd be willing to help and i'm sure the @zeddotdev and @jetbrains teams would too.", "link": "https://twitter.com/336548480/status/2105408203303669902"}]}, {"theme": "Multi-provider model support", "criterion": "models.catalog_access", "authorWeeks": 9, "posts": 9, "examples": [{"agent": "zed", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "when i found out i could connect zed to my claude pro subscription without triggering api costs cursor got uninstalled.\ni want model agnostic ide so i can choose my model provider without ux locking.", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgshzm4/"}, {"agent": "zed", "date": "2026-10-09", "source": "Reddit", "community": "r/ZedEditor", "text": "is there anyway to use superman or ollama cloud for autocomplete? i have tried ways the search engines have recommended, yet no success. code completion does not work for me 😢 ", "link": "https://www.reddit.com/r/ZedEditor/comments/1x1nyyv/is_there_anyway_to_use_superman_or_ollama_cloud/"}, {"agent": "zed", "date": "2026-09-23", "source": "X", "community": "@zeddotdev", "text": "@1kartikkabadi1 @zeddotdev yes i really like delta, but their harness is so bad. wanna be able to use claude, codex and cursor!", "link": "https://twitter.com/1465255410546450435/status/2102871976411041968"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 63, "negative": 70, "positiveShare": 47.4, "ci95": [39.1, 55.8]}, {"week": "2026-09-07", "positive": 60, 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48.8]}, "ranking": {"rank": 10, "rankRange": [8, 12]}}, {"week": "2026-09-14", "authors": 523, "reach": {"shareOfVoice": 1.69, "value": 0.556}, "regard": {"value": 0.514, "ci95": [0.504, 0.525]}, "score": {"value": 51.3, "ci95": [49.1, 53.7]}, "ranking": {"rank": 8, "rankRange": [5, 11]}}, {"week": "2026-09-21", "authors": 733, "reach": {"shareOfVoice": 2.03, "value": 0.614}, "regard": {"value": 0.49, "ci95": [0.481, 0.498]}, "score": {"value": 49.3, "ci95": [48.0, 50.6]}, "ranking": {"rank": 8, "rankRange": [6, 10]}}, {"week": "2026-09-28", "authors": 362, "reach": {"shareOfVoice": 1.01, "value": 0.512}, "regard": {"value": 0.501, "ci95": [0.494, 0.509]}, "score": {"value": 48.7, "ci95": [47.5, 50.0]}, "ranking": {"rank": 9, "rankRange": [7, 11]}}, {"week": "2026-10-05", "authors": 331, "reach": {"shareOfVoice": 1.06, "value": 0.54}, "regard": {"value": 0.498, "ci95": [0.489, 0.507]}, "score": {"value": 48.8, "ci95": [47.4, 50.2]}, "ranking": {"rank": 9, "rankRange": [8, 9]}}, {"week": "2026-10-12", "authors": 311, "reach": {"shareOfVoice": 1.16, "value": 0.559}, "regard": {"value": 0.509, "ci95": [0.501, 0.516]}, "score": {"value": 50.4, "ci95": [49.1, 51.9]}, "ranking": {"rank": 8, "rankRange": [7, 9]}}]}, {"id": "copilot", "name": "GitHub Copilot", "maker": "GitHub", "sources": [{"channel": "Reddit", "selector": "r/GithubCopilot", "posts": 3995}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 1084}, {"channel": "X", "selector": "@GitHubCopilot", "posts": 333}, {"channel": "G2", "selector": "G2", "posts": 1}], "records": 5413, "judgingPosts": 1866, "authors": 2612, "authorWeeks": 3415, "reach": {"shareOfVoice": 1.66, "weightedUsers": 1687.6, "value": 0.557}, "regard": {"positiveAuthorWeeks": 439, "negativeAuthorWeeks": 852, "rawPositiveShare": 34.0, "rawCi95": [31.5, 36.6], "value": 0.499, "ci95": [0.485, 0.514]}, "score": {"value": 48.1, "ci95": [46.5, 49.9], "popularityZ": 0.045, "loveZ": -0.302}, "ranking": {"rank": 9, "rankRange": [8, 11]}, "levers": {"context": {"score": 48.2, "gain": 0.08, "rank": 9}, "work": {"score": 50.1, "gain": 1.93, "rank": 8}, "interface": {"score": 48.4, "gain": 0.29, "rank": 9}}, "criteria": {"paying": {"praise": 157, "complaint": 358, "n": 515, "weighted": {"praise": 94.14, "complaint": 212.9}, "praiseShare": 30.5, "ci95": [26.7, 34.6], "regard": 0.539, "regardCi95": [0.507, 0.568], "salience": 39.9, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "there is no other option. luna is the only choice in terms of both cost and token consumption.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/pgw6we1/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i started luna for everything only at 25% usage right and it does the work.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/pgxbvbm/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it's token price pretty much.. so ~ 1/20 of claude/codex. need ~1-2k/month on work before we got permission to get subscriptions. other used 10x of that", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6re1y/is_copilot_pro_good_for_heavy_use/pgy1xdm/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "i just use my github copilot license from work. there's no usage limit. i still try to limit token use because i don't want them to have a reason to find out just how much i'm vibe coding", "link": "https://www.reddit.com/r/vibecoding/comments/1x4bk7k/type_shit/pgfdc9w/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "you can subscribe to copilot, and then hook up \"muse spark 1.3 (contributor)\", and that $20 will last all month long. it's about the same coding level of 5.5 terra, so not too bad. but you're not going to be one-shotting anything major for a $20 subscription anyway.", "link": "https://www.reddit.com/r/codex/comments/1x2ad4n/best_value_for_a_20_coding_subscription/pf5ypg5/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i’ve burned my 1500 tokens fron pro in what, 30 minutes? 😂 it was using claude to do super simple front end tasks. insane.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6dl94/what_is_your_honest_opinion_on_this_gh_copilot/pgugxe8/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "even i have gone through this. as i was near to monthly credit reset, i used claude sonnet to generate a roadmap and used gpt terra for reviewing which consumed the whole month credit 😅", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6dl94/what_is_your_honest_opinion_on_this_gh_copilot/pguoarq/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i've been using claude for the past 2 weeks. copilot isn't really viable these days, damn thing eats up credits like it's candy.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6re1y/is_copilot_pro_good_for_heavy_use/pgxvi3o/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i was expecting the same pricing and performance as the one i paid money for the whole year for 🤯\nthis is bate and switch. bad product, not doing great.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4ar5m/whats_left_of_the_requestbased_planned_as_of/pfib6cb/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "they let me keep something i paid for upfront. how kind of them lol. they just nerfed it to be completely useless.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4ar5m/whats_left_of_the_requestbased_planned_as_of/pficdjf/"}]}}, "setup": {"praise": 69, "complaint": 89, "n": 158, "weighted": {"praise": 43.14, "complaint": 57.29}, "praiseShare": 43.7, "ci95": [36.2, 51.5], "regard": 0.5128, "regardCi95": [0.484, 0.541], "salience": 12.2, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "github copilot has an ide much like cursor, it's was a pretty easy switch", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/comment/pgnkfl2/"}, {"date": "2026-10-03", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "⚒️ github copilit @githubcopilot integration is painless too. just use sdk or exiting copilot cli from superqode. [link]", "link": "https://twitter.com/103844545/status/2106409381357138150"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i prompted below lines to vscode github copilot and it did the trick - no hassle, worked fine. \n \nnpx skills add juliusbrussee/caveman \nadd this to github copilot\n[link]\n", "link": "https://www.reddit.com/r/GithubCopilot/comments/1tuq5nc/how_to_integrate_caveman_to_vscode_github_copilot/pd7tuk1/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "what i have noticed is that copilot-cli does not support our proxy without setting up a local proxy of proxy or hardcoding use user and password in the http_proxy enc, which is not acceptable in our environment, especially for non technical people", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6vbl0/vs_code_vs_vs_code_agents_gui_vs_github_copilot/ph1t5bq/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "whatever integration is in standard vs is terrible i agree. i need to start documenting the bugs sometime because it’s so much worse than vs code. i just keep both open. do my prompting in code and editing/traversal/testing in vs.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4wa07/vs_copilot_agent_struggling_to_edit_files/pghej82/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the issue is i have custom tools in vscode for copilot.. i cant seem to access them in agents window", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf0n2ex/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "yeah, it's so frustrating how it's forced in with no way to switch it off, and there's no real enterprise level policies (without jumping through hoops). it's one of the reasons we're actively reviewing alternatives such as cursor", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x1p53u/are_they_gonna_shut_down_vscode_copilot_what_kind/pf0simo/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i have these same problems! i wanted to use agents window or cli instead but there was a bug where skills didn’t work if they were in .agents/skills and model invocation was disabled. hoping they’ve fixed it by now.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf22936/"}]}}, "models": {"praise": 77, "complaint": 149, "n": 226, "weighted": {"praise": 49.74, "complaint": 96.41}, "praiseShare": 34.1, "ci95": [28.2, 40.5], "regard": 0.5408, "regardCi95": [0.505, 0.572], "salience": 17.5, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "oh i agree.\nif the company gets peanuts, then i work slower, simples. if you cant get the work done, you cant.\ni spread my $250 claude and gh copilot (with luna only)\nluna is my main workhorse. i use it for agentic coding with opus-low orchestrator.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5o0kv/why_do_some_orgs_give_30k_limit_to_employees/pgot5hn/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "github copilot lets you pick between them, it’s gotten decent compared to what it used to be. i don’t know about pricing though i have it for work.", "link": "https://www.reddit.com/r/cursor/comments/1x4kpoo/no_more_3rd_party_model_usage_via_x_subsciption/pgf3kqs/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "agree on model choice - luna 6 xhigh is amazing, and haiku 5.5 looks interesting (though i've not tried it much yet). sol-6.1 seems like a cheap-but-still-smarter model when i need something to plan out a task for luna 6.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x1z1n6/best_plugins_or_tools_for_reducing_token_usage/pezo6hz/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i use auto at work and personally. it does the job and generally picks the best models for the task. sometimes i’ll switch to a specific model if auto isn’t getting it done.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x1eys6/anyone_using_auto_mode/peue2rb/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i switch between luna 6 and opus 5.5. luna 6 is very good, very cheap. i use opus for the more complex tasks, like creating a prototype. luna will comfortably apply it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x02f8v/gpt6_luna_copilot_improves/pehjqug/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i have sneak suspicion that if you \"steer\" it mid task, microsoft hijacks it to its own shitty model. it would explain the behavior, but i cannot prove it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7f8pf/copilot_is_slow_and_doing_a_terrible_job_today/ph447si/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "auto mode is really brain-dead, lol. a very small discount, and then routing to models that cost more and perform worse.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/pgvqu7v/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "would you believe we also don't have 3.8 flash enabled either. we spend all this money on ai but don't even get to use the latest models", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x56rzd/gemini_4_argon_in_github_copilot/pgodnb7/"}, {"date": "2026-10-14", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot you guys have a bug where max members can't access models reserved for pro+ and above. please fix. [link]", "link": "https://twitter.com/1518711697493663745/status/2110164915801792738"}, {"date": "2026-10-14", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot you guys have a bug where max members can't access models reserved for pro+ and above. please fix. error id: [id] [link]", "link": "https://twitter.com/1518711697493663745/status/2110165671091085590"}]}}, "context": {"praise": 27, "complaint": 53, "n": 80, "weighted": {"praise": 16.19, "complaint": 34.62}, "praiseShare": 33.8, "ci95": [24.3, 44.6], "regard": 0.4896, "regardCi95": [0.466, 0.514], "salience": 6.2, "receipts": {"praise": [{"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it wasn't agentic, but it wasn't simply auto complete neither. i remember writing comment lines instructing copilot for a specific function that i wanted to be written and the ai actually understood it and complied, writing it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvu1eg/biggest_ai_fumble_in_tech/pdhay1d/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i personally do with global custom instructions file and haven't had problems... knock on wood\n\"all subagents and nested sessions must be created using luna with max only, unless explicitly directed otherwise by the human\"\nthen if i want something else, i just tell it. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wtbmbu/how_to_set_default_subagent_model/pcsq9he/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "adding a delegation table with restrictions to custom instructions works great for me", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wcefit/copilot_using_more_expensive_models_for_sub_agent/p8xgxwk/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it is amazing! lightning fast. those saying it doesn't index are 100% wrong. it absolutely indexes it and uses blackbird and offers one of the fastest, semantic aware search across entire repos in seconds. massive time and token savings using copilot with vs code for me. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1rfoaqx/how_good_is_copilot_indexing_codebase_and_use_it/pdltzxz/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it is a random benchmark by a random person and doesn't really mean anything. from my experience, copilot is top notch. better results and less token usage than pi due to codebase indexing and faster searches", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wnyinf/cross_harness_benchmark_and_copilot_is_behind/pbqcdk0/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i know about that one but there is no selection here and the ui indicates that nothing was attached before i send (file is in italics in the chat text box, and after sending the message if you edit it again you don't see any attached file).", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7pfat/new_vs_code_harness_keeps_attaching_the_current/ph6xodw/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i asked in the same session: \"tell me what mode you are in?\" \n \nit does correctly identify the [agents.md]([link]) file. it spitted out the instructions in the file, and as usual, apologized. this means it ignored the context altogether in the initial prompt/response.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wz98rc/do_devs_read_this_agentmd_file_not_respected/pe9q4e9/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "that's something i've noticed too, often it ignores even direct instructions like: \"after your work is done use the xxx skill\", at the end it just says: \"i didn't use the xxx skill\".", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvmi3l/claude_sonnet_55_tends_to_ignore_instructions/pddaki7/"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "[link]\nbeing shown this (tried 3 times). ended up having to create a md file and pasting it there for it to be read. unbelievable that this would even be an issue!", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wfvxis/issue_with_copy_pasting_into_github_copilot/"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it seemed way too literal. we have a change to the pre commit hook so i said here’s the new template for this file put at the top of the file.\nit copy and be pasted the template and said done.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wdtxyz/luna_is_still_the_goat/p99t91f/"}]}}, "work": {"praise": 143, "complaint": 213, "n": 356, "weighted": {"praise": 81.4, "complaint": 129.87}, "praiseShare": 40.2, "ci95": [35.2, 45.3], "regard": 0.4331, "regardCi95": [0.406, 0.462], "salience": 27.6, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "are you sure you're using local harness? it has been amazing for me. in the bottom right on copilot chat make sure you have local selected instead of copilot, that's the harness you want to use when you are locally inside vs code", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf13s5c/"}, {"date": "2026-10-09", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "love @kilocode and @githubcopilot doing features for me, esp. when i don't have to babysit them in my terminal. \ni also want for things to be done in a certain way and for everything to keep working! this is what i'm doing nowadays 👇 \n[link]", "link": "https://twitter.com/2095078583504936966/status/2108482615397564574"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i have access to the big 3 harnesses at work and honestly copilot bodyslams codex imo. claude on the other hand wants to solve too many things. i enjoy working with copilot + openai models the most.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wuc5wk/how_is_current_copilot_version_working_for_you_all/pd2dihg/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it's had a bug for a long time where entire chunks of output text just get swallowed into reasoning blocks (which just get summarized into a small description). \ntry asking the model about its response if it feels like something major is missing", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf6yvoo/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it's not reliable. depending on how you commit , it still writes it. for example using the commit or sync button in the new agents window. i found myself needing to ask in chat to commit on my behalf in order to not have the co-authored by stuff", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x1du0s/git_hook_that_removes_coauthoredby_lines_from/peu7ayi/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i only call copilot names when it’s mansplaining its hallucinations to me.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1mshm/friendly_reminder_not_to_be_mean_toward_claude_or/pex8of7/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "right now the copilot harness is not respecting the coauthor configuration in vs code.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxev8f/do_copilot_cli_settings_carry_over_to_the_vscode/pemktiz/"}, {"date": "2026-10-08", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "have you ever written a nodejs unit test so bad that it balloons memory until your computer crashes? i haven't, but thankfully i got @githubcopilot to do it for me", "link": "https://twitter.com/1930960830499065856/status/2108236118059626713"}]}}, "checking": {"praise": 34, "complaint": 27, "n": 61, "weighted": {"praise": 21.35, "complaint": 17.49}, "praiseShare": 55.7, "ci95": [43.3, 67.5], "regard": 0.5082, "regardCi95": [0.486, 0.529], "salience": 4.7, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/cscareerquestions", "polarity": "praise", "text": "yeah as part of my workflow i have an automatic architecture review. we have code rabbit setup and i’ll kick off a copilot review. that catches pretty much all the small issues and the rest is just a design review", "link": "https://www.reddit.com/r/cscareerquestions/comments/1x2kssr/i_dont_write_any_code_by_hand_since_month_why_my/pf393zo/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i still use my legacy github copilot plan for copilot code reviews. i find it very good at finding subtle bugs in even the code written by the better models.\nat our workplace, the code review is probably the most useful feature.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvuh3x/should_i_keep_my_github_copilot_pro_plan/pejg67i/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "granular diffs are the only reason i am still keeping my copilot sub. otherwise claude vscode extension offers same functionality with probably slightly better harness, so i'd just switch to that and forget that copilot been good to us all these years.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pe73uu9/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "the granular diff is literally the only reason i use copilot over claude code", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pdwcb7f/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "what i really really really like as a software dev is that copilot shows me the \\*exact\\* changes it did this prompt. separat of git, versioning, commits, and everything. it makes tracking the changes so much easier and i have not seen that anywhere else", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wut85y/why_use_github_copilot_after_the_nerf/pd71b9j/"}], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "granular diff or it becomes unusable, like what is this idea? is it because you cant show cli edits as copilot diff? then solve that. but not showing session/yet unapproved diff is the most arrogant decision. i have to use ghc for work, we have no real alternatives unfortunately", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pf16no3/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "complaint", "text": "copilot review, hope for the best. gg business requirements and the pride in our work", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wyp03t/your_agents_write_prs_faster_than_anyone_can/pe4lzsi/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it is written clearly, cant u read? cowork runs shotgun on my copilot code, and he confirmed that there were 4 times that copilot claimed to have done the code, and there was no pr, how much clearer can that be??", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wml3k0/wtf_is_going_wrong_with_github_copilot_here_is/pb8dpam/"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "jfc, it was this [[link]\ni have no words. i'm surprised nobody has really been discussing this...\nagent: \"all done\"\nme: \"uhhh, okay can we see why only 1 of the 7 todo list items are marked done?\nagent: \"what todo list?\"\n🤯", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w8jtqp/todo_tools_missing/p83o5d1/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i need that back asap. git diff is not enough, i have my own changes and i need to review each change that copilot does separately. there has to be the old way where it shows a mark for each file it has changed and a way to revert them individually. the way it is now is wholly unusable and wholly untrustworthy. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x3wmh6/copilot_removed_review_and_revert_feature_in/"}]}}, "interface": {"praise": 18, "complaint": 57, "n": 75, "weighted": {"praise": 10.59, "complaint": 38.29}, "praiseShare": 24.0, "ci95": [15.8, 34.8], "regard": 0.4609, "regardCi95": [0.44, 0.484], "salience": 5.8, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "the new insights tab in the @githubcopilot app is really cool! [link]", "link": "https://twitter.com/14566379/status/2107162873164411033"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "im using claude now, but i still miss the copilot ui/ux in vs code, it was so much better than everything else i’ve tried", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvu1eg/biggest_ai_fumble_in_tech/pdldnw6/"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "where is that post? i'm using copilot, codex and claude code and overall, i like copilot the most for many reasons. one reason being that you can see what's sent to the model, so that your instructions are actually included, for example...", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wr5io2/best_cheaper_alternative/pcct3o8/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i think the real advantage is sessions do not end when you quit vs code.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wpctlc/vs_code_chat_users_local_or_copilot_harness/pbup51t/"}, {"date": "2026-10-02", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "this is a great example how chat is not the (only) best interface for an agent\nwhen you can customize the agents experience you lower barrier for also non technical staff and also it is easy to share\ni’ve been using this with @githubcopilot for a while now with the canvass feature in copilot desktop app which recently been also ported back to @code agents window\n [link]", "link": "https://twitter.com/36475277/status/2106020539697426510"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it's weird, they basically added remote sync, but on mobile it says \"steering disabled\" and i can't find info where to enable it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x76nxd/feature_request_remote_access/ph2vwxu/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "yeah, the old one was way better. directly focus the search, all models visible with a single click. the only thing i might have changed is to show the favorites also in the \"full list\".\nbut who asked for this revamp, that does everything worse?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x798cg/new_model_picker_is_not_good/ph3mna5/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "its also just become more opaque than before. earlier it would show the thinking steps which were very useful for me. now it just shows \"thinking\".", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7f8pf/copilot_is_slow_and_doing_a_terrible_job_today/ph44lz4/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the picker needs a new separate section that has all the pinned models.\nor just change it back to old one.\nthis one is not comfortable.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x798cg/new_model_picker_is_not_good/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "as other have mentioned, force it to use the local mode.\ni wasn't using vscode for a while and also came back to this utter horror. they basically shoved this nonsense down my throat and i don't appreciate moves like this ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x3wmh6/copilot_removed_review_and_revert_feature_in/pfie0sx/"}]}}, "reliability": {"praise": 25, "complaint": 107, "n": 132, "weighted": {"praise": 14.91, "complaint": 75.51}, "praiseShare": 18.9, "ci95": [13.2, 26.5], "regard": 0.5009, "regardCi95": [0.464, 0.534], "salience": 10.2, "receipts": {"praise": [{"date": "2026-10-03", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "honest to god i’m running local llms or copilot basic for simple work now and its faster", "link": "https://www.reddit.com/r/codex/comments/1wwidls/sol_61_usage_on_5x_plan/pdkvf6r/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "can someone explain what i am doing wrong here is it the thinking level or what. in the starter next js template with supabase. i just asked it to remove certain pages and setup a proxy for protected routes. it took 6 mins. claude sonnet 5 high thinking. i have worked mostly on copilot before and it seems much faster there for such basic tasks\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1tvz3mi/developing_with_claude_code_feels_slow/pcncgxg/"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/cscareerquestions", "polarity": "praise", "text": "i find both cursor and vs code+copilot can return pretty quickly if you just ask them a simple question about the code in a specific file or ask for a small, focused change.\nyou can also add instructions like \"don't run the tests\" or \"don't run the entire test suite\" or \"focus only on changes in {specific area}\".", "link": "https://www.reddit.com/r/cscareerquestions/comments/1wjk5vg/anyone_frustrated_with_how_ai_harnesses_are/pak05us/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it is amazing! lightning fast. those saying it doesn't index are 100% wrong. it absolutely indexes it and uses blackbird and offers one of the fastest, semantic aware search across entire repos in seconds. massive time and token savings using copilot with vs code for me. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1rfoaqx/how_good_is_copilot_indexing_codebase_and_use_it/pdltzxz/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the same here, i don't use auto mode but copilot is so slow today.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7f8pf/copilot_is_slow_and_doing_a_terrible_job_today/ph3m6yn/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i've had very slow responses from gpt-6 luna lately, i think it's either being crushed by the load because it's cheap, or intentionally slowed down by openai because it's cheap. ¯\\_(ツ)_/¯", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6i9r8/super_slow_reasoning_from_latest_update/pgvhvzw/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "same issue. i experienced a very slow experience with local vs code harness especially after 100k context window.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wukzs2/copilot_in_vs_code_major_chatagent_latency_best/pfftay9/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "have you tried the insider harness recently? i had to switch back to the \"stable\" release cause it was unusable.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf85i2j/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the main problem is that copilot harness doesn't support virtual files systems. it crashes. local works as extensions provide the tools to get them. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf11cin/"}]}}, "account": {"praise": 11, "complaint": 28, "n": 39, "weighted": {"praise": 7.75, "complaint": 15.04}, "praiseShare": 28.2, "ci95": [16.5, 43.8], "regard": 0.5578, "regardCi95": [0.517, 0.597], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "file a support ticket to github. it should work just fine. had the same problem recently at work. they fixed in in like 3 hours", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4de26/github_copilot_metered_billing_via_azure/pfj0k3q/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "had a open a support ticket and wait 5 days to get it resolved from backend", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4de26/github_copilot_metered_billing_via_azure/pgo88pi/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/artificial", "polarity": "complaint", "text": "thank god its claude and not copilot or i'd be banned already", "link": "https://www.reddit.com/r/artificial/comments/1x0ydf8/anthropic_bans_abusive_or_cruel_behavior_toward/peot315/"}, {"date": "2026-09-29", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot is such an unmitigated disaster they are now just grabbing your money and refusing to give you the product:\n@githubcopilot any chance i can get what i paid for? [link]", "link": "https://twitter.com/1952048264183775232/status/2105061275265024301"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "btw github support didn't help. so lesson learned - when you get charged for subscription - do not cancel it until you spend all the credits!!!!! if i would pay the invoice they will not return it to the the max plan back with unused credits.. !solved", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wgapfi/what_happens_if_i_dont_pay_an_unpaid_github/p9zhhlt/"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the services advertised don't work. i topped up my balance by $20 and can't get it back! i don't recommend it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1sxv2gu/deepinfra_what_do_you_think/p9r4ukx/"}]}}, "limits.plan_value": {"praise": 108, "complaint": 168, "n": 276, "weighted": {"praise": 60.56, "complaint": 100.5}, "praiseShare": 39.1, "ci95": [33.6, 45.0], "regard": 0.4876, "regardCi95": [0.458, 0.517], "salience": 21.4, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it's token price pretty much.. so ~ 1/20 of claude/codex. need ~1-2k/month on work before we got permission to get subscriptions. other used 10x of that", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6re1y/is_copilot_pro_good_for_heavy_use/pgy1xdm/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "you can subscribe to copilot, and then hook up \"muse spark 1.3 (contributor)\", and that $20 will last all month long. it's about the same coding level of 5.5 terra, so not too bad. but you're not going to be one-shotting anything major for a $20 subscription anyway.", "link": "https://www.reddit.com/r/codex/comments/1x2ad4n/best_value_for_a_20_coding_subscription/pf5ypg5/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "complaint", "text": "this. my company has github copilot \"business\" but it runs out for me within the first week, while i really have to make an effort to use up all my home cluade pro usage. microsoft is making heaps of money off this.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x338kc/i_paid_200_for_claude_and_apparently_used_13000/pf7kbyv/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "so much more expensive to use ghcp than a subsidized codex/claude plan. and imho way better than ghcp, but still manageable.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x04gf7/how_is_monthly_usage_compared_to_daily_usage/pel4f6e/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "had copilot pro to test it, then switched to claude pro, you can do like 20 times more heavy prompts like that, **per week**, incredibly worth it. i run claude code through terminal and ci", "link": "https://www.reddit.com/r/GithubCopilot/comments/1ww8p8z/cancelled_my_sub_today/peijozs/"}]}}, "limits.window_interrupts_work": {"praise": 1, "complaint": 8, "n": 9, "weighted": {"praise": 0.59, "complaint": 5.08}, "praiseShare": 11.1, "ci95": [2.0, 43.5], "regard": 0.4979, "regardCi95": [0.488, 0.509], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "no, in visual studio code there was a 30% discount on 5.6 sol last week, which was available until september 13th.\ni used that offer. before that, i had been using opus 4.8 the entire time.\nsince then, i’ve been having the problem that i’m rate limited in vs code, regardless of which model i use - even with the free models.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wfzfc0/github_copilot_rate_limited/p9qaoui/"}]}}, "limits.burn_rate": {"praise": 42, "complaint": 121, "n": 163, "weighted": {"praise": 27.82, "complaint": 71.08}, "praiseShare": 25.8, "ci95": [19.7, 33.0], "regard": 0.5511, "regardCi95": [0.512, 0.586], "salience": 12.6, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "yes, gpt 6 luna seems promising to use less credits for useful output for general tasks like this", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6dl94/what_is_your_honest_opinion_on_this_gh_copilot/pguo1ue/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "there is no other option. luna is the only choice in terms of both cost and token consumption.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/pgw6we1/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "use gpt-6 luna. it sometimes reports costs as 0. it’s cheap as hell. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2p2k2/200_ai_credits_for_students_how_are_we_supposed/pf44sk0/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i’ve burned my 1500 tokens fron pro in what, 30 minutes? 😂 it was using claude to do super simple front end tasks. insane.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6dl94/what_is_your_honest_opinion_on_this_gh_copilot/pgugxe8/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "even i have gone through this. as i was near to monthly credit reset, i used claude sonnet to generate a roadmap and used gpt terra for reviewing which consumed the whole month credit 😅", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6dl94/what_is_your_honest_opinion_on_this_gh_copilot/pguoarq/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "just sub to my first ai agent, tried opus 5.5 and its burning my token. what is the best ai model to use? ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x0vuua/need_help_for_ai_model/"}]}}, "limits.allowance_change": {"praise": 3, "complaint": 47, "n": 50, "weighted": {"praise": 1.61, "complaint": 25.46}, "praiseShare": 6.0, "ci95": [2.1, 16.2], "regard": 0.5075, "regardCi95": [0.469, 0.552], "salience": 3.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i was expecting the same pricing and performance as the one i paid money for the whole year for 🤯\nthis is bate and switch. bad product, not doing great.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4ar5m/whats_left_of_the_requestbased_planned_as_of/pfib6cb/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "they let me keep something i paid for upfront. how kind of them lol. they just nerfed it to be completely useless.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4ar5m/whats_left_of_the_requestbased_planned_as_of/pficdjf/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "by then check github copilot - which was the goat last year, offering all providers at near infinite usage.\nnow down to like 50% more api, so 1.5 - codex is still a lot better than that! ", "link": "https://www.reddit.com/r/codex/comments/1wyjx8u/openai_offers_5x_less_value_than_anthropic_at/pe3i7j9/"}]}}, "limits.reset_schedule": {"praise": 1, "complaint": 8, "n": 9, "weighted": {"praise": 0.42, "complaint": 3.51}, "praiseShare": 11.1, "ci95": [2.0, 43.5], "regard": 0.4976, "regardCi95": [0.492, 0.505], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-23", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "that’s nice. when are github going to start with resets though? seems a bit of a loser mentality to keep using github copilot while codex and claude uses are being handed freebies left and right.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wnn5l2/openai_reduces_api_price_by_50/pbhplx6/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i still don't get why github arbitrarily decided that billing happens one or two weeks before the end of the month regardless of when you subscribe but tokens refresh on the 1st", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wlpgze/paid_a_monthly_subscription_that_only_lasted_5/pbc5mi9/"}, {"date": "2026-09-12", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@eugeniyoz @xkevintale @thsottiaux too bad the resets don't seem to count for @githubcopilot users :-/\nare already a couple hundreds over budget :-/", "link": "https://twitter.com/899572292908441600/status/2098744168445034530"}]}}, "limits.usage_meter": {"praise": 3, "complaint": 18, "n": 21, "weighted": {"praise": 1.79, "complaint": 12.04}, "praiseShare": 14.3, "ci95": [5.0, 34.6], "regard": 0.5091, "regardCi95": [0.484, 0.542], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-05", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "check the billing on opus 4.7 vs opus 5.5. opus 5.5 is fantastic and it may have a lower cost associated with it. i no longer have opus 4.7 in my list of model but i have 4.8 and 5.5 is definitely cheaper. when selecting a model hover over it and it will tell you the costs associated with it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1woeusl/github_copilot_opus_47_usage_and_cost_details/pe1dkzi/"}], "complaint": [{"date": "2026-10-03", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@orenme @githubcopilot capping a workflow in approximate credits is the weak spot: once it fans out to five agents, you want the cost of each step, not a guess at the total.", "link": "https://twitter.com/2093334509613912064/status/2106204887583437198"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i used 130000 credits in a few days on a fairly gnarly new system development. \nbut i feel something went wrong i have done loads more development after that on similar scale and only used around [phone] credits. it is frustrating how opeque the credit usage is", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wut85y/why_use_github_copilot_after_the_nerf/pdhdccz/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i believe copilot app is bugged. ui shows 20 credits used, yet i lose hundreads. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wq39rv/did_they_10x_the_cost_of_luna_56_since_the/pc1hxi9/"}]}}, "limits.prompt_cache": {"praise": 3, "complaint": 5, "n": 8, "weighted": {"praise": 1.95, "complaint": 2.86}, "praiseShare": 37.5, "ci95": [13.7, 69.4], "regard": 0.5033, "regardCi95": [0.494, 0.516], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-02", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "prompts caching in cc is only 5 minutes right? so i would say yes. \ngithub copilot it is 24h by the way.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w51gn6/would_i_save_on_usage_by_switching_to_a_cheaper/p7bpa9y/"}], "complaint": []}}, "billing.overage_charges": {"praise": 3, "complaint": 10, "n": 13, "weighted": {"praise": 2.26, "complaint": 6.19}, "praiseShare": 23.1, "ci95": [8.2, 50.3], "regard": 0.5411, "regardCi95": [0.492, 0.599], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "for personal usages, github copilot makes no sense at this point. however, for business/enterprises: github copilot/codex/claude all uses token based pricing. in github copilot, you can access gpt, claude, grok and other model in one place. that's why in my workplace i prefer github copilot. whenever credit runs out, we have options to refill.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wut85y/why_use_github_copilot_after_the_nerf/pdau3xr/"}], "complaint": []}}, "billing.pricing_clarity": {"praise": 3, "complaint": 15, "n": 18, "weighted": {"praise": 1.78, "complaint": 8.56}, "praiseShare": 16.7, "ci95": [5.8, 39.2], "regard": 0.534, "regardCi95": [0.488, 0.586], "salience": 1.4, "receipts": {"praise": [{"date": "2026-09-22", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "[link]\ni can see the costs when i hover and it is cheaper than opus 5.0\n", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wnghuz/microsoft_did_it_again/pbetmnu/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "you did not. the quickest you can theoretically burn your monthly credits is one week and one day, since the weekly limit is half of the monthly limit.\nthe limits and pricing are completely [transparent]([link]), and the token usage i measure with my private router (bifrost) confirmed it's billed correctly so far. you do get $60/month with payg-equivalent-pricing.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1tyua1o/affordable_copilot_alternatives_burning_through/pb4rbef/"}], "complaint": []}}, "billing.free_tier": {"praise": 5, "complaint": 3, "n": 8, "weighted": {"praise": 3.28, "complaint": 1.71}, "praiseShare": 62.5, "ci95": [30.6, 86.3], "regard": 0.5017, "regardCi95": [0.493, 0.51], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i have paid google plus 400gb, but it is so pathetic, i send one request in antigravity, 100% quotes available and get out of quotes before get anything useful. tested others agents on same type of work, same context, ..., and was able to work all day. github copilot worked for 3 days in the free plan. google really is doing something wrong... ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x1flcs/what_is_your_monthly_ai_cost_and_how_much_do_you/pez0o0a/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": " have you noticed an improvement in the behavior of gpt-6 luna (in github copilot) when used as an agent? i used the free version to complete a non-trivial feature and to update an architecture document. in both cases, it stayed focused on the goal right to the end—delivering high quality without stalling or getting stuck in endless loops. and this was the free tier. we are truly seeing a whole new level of quality with these recent models.\n", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x02f8v/gpt6_luna_copilot_improves/"}], "complaint": [{"date": "2026-09-17", "source": "Reddit", "community": "r/ChatGPTCoding", "polarity": "complaint", "text": "thanks ! but last time i tried copilot free after i lapsed my subscription, it was a bit bitten by the limits.", "link": "https://www.reddit.com/r/ChatGPTCoding/comments/1wj0o96/chatgpt_go_vs_github_copilot_pro_vs_claude_pro/paffl3l/"}]}}, "billing.subscription_portability": {"praise": 4, "complaint": 3, "n": 7, "weighted": {"praise": 2.66, "complaint": 1.94}, "praiseShare": 57.1, "ci95": [25.0, 84.2], "regard": 0.5039, "regardCi95": [0.495, 0.517], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "big companies can get api prices only. it cost me exactly the same to use anthropic models via claude enterprise subscription and via copilot, and copilot != vs code, i only use claude code and copilot cli, but yes, it is easier to use copilot subscription with different harnesses, with claude you'll need to jump over more hoops if you want different harness and risk a ban if you use subsidized subscription", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x50lgx/can_github_copilot_compete_with_the_likes_of/pgifshs/"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "get a claude or chatgpt pro sub then proxy it into copilot via byok to use the harness. \ni keep a copilot sub also for adversarial review (like pair gpt with a claude to argue), copilot code review on prs, and overages.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wr5io2/best_cheaper_alternative/pc9tpgy/"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@orenme @iambipinpaul @github @githubcopilot even if we're accepted in the cyber program with anthropic, you need generate an api key associated with the cyber program to use it. it works in github copilot app with byok, but then we can't use the claude subscription. for api billing i'd rather just got for glm 5.3 for cyber", "link": "https://twitter.com/161137627/status/2108972150745165829"}]}}, "setup.install_signin": {"praise": 2, "complaint": 6, "n": 8, "weighted": {"praise": 1.09, "complaint": 4.85}, "praiseShare": 25.0, "ci95": [7.1, 59.1], "regard": 0.5, "regardCi95": [0.49, 0.514], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i can’t for the life of me to get this working in the cli on mac. just says plugin not available on this host", "link": "https://www.reddit.com/r/GithubCopilot/comments/1ww1yzr/github_copilot_can_now_interact_with_desktop_apps/pdh45pe/"}]}}, "setup.provider_byok_local": {"praise": 19, "complaint": 18, "n": 37, "weighted": {"praise": 12.36, "complaint": 11.88}, "praiseShare": 51.4, "ci95": [35.9, 66.6], "regard": 0.5, "regardCi95": [0.481, 0.519], "salience": 2.9, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i find copilot good with local models, no need to count credits 😉", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6re1y/is_copilot_pro_good_for_heavy_use/pgy7a2r/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "absolutely you can and i have done so. byok for the win. of course your mileage may vary depending on how much fast ram you have on whatever is running your local inference.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wnjzmr/using_a_local_llm_as_a_sub_agent_to_save_token/pbg6unc/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "if you've got the gpu and ram, github copilot with the new local model. routine stuff runs locally and consumes no credits, and heavy duty stuff goes to cloud llm. ", "link": "https://www.reddit.com/r/codex/comments/1x2ad4n/best_value_for_a_20_coding_subscription/pf21ac8/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "what i have noticed is that copilot-cli does not support our proxy without setting up a local proxy of proxy or hardcoding use user and password in the http_proxy enc, which is not acceptable in our environment, especially for non technical people", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6vbl0/vs_code_vs_vs_code_agents_gui_vs_github_copilot/ph1t5bq/"}, {"date": "2026-10-09", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@orenme @github @githubcopilot still no byok though? i would love to put custom models in copilot code review", "link": "https://twitter.com/161137627/status/2108656958903615911"}, {"date": "2026-09-26", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@orenme @code @githubcopilot i just want to use lmstudio local models but none of the approaches work without issues.always some harness failure.", "link": "https://twitter.com/93118049/status/2103780819005493482"}]}}, "setup.extensions_mcp": {"praise": 17, "complaint": 36, "n": 53, "weighted": {"praise": 9.7, "complaint": 22.22}, "praiseShare": 32.1, "ci95": [21.1, 45.5], "regard": 0.4725, "regardCi95": [0.451, 0.493], "salience": 4.1, "receipts": {"praise": [{"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i prompted below lines to vscode github copilot and it did the trick - no hassle, worked fine. \n \nnpx skills add juliusbrussee/caveman \nadd this to github copilot\n[link]\n", "link": "https://www.reddit.com/r/GithubCopilot/comments/1tuq5nc/how_to_integrate_caveman_to_vscode_github_copilot/pd7tuk1/"}], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the issue is i have custom tools in vscode for copilot.. i cant seem to access them in agents window", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf0n2ex/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i have these same problems! i wanted to use agents window or cli instead but there was a bug where skills didn’t work if they were in .agents/skills and model invocation was disabled. hoping they’ve fixed it by now.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf22936/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the tool selection is under agent customizations when you use the copilot harness. it's hidden away for some weird reason. you also lose mcp tool sets.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pdt73qv/"}]}}, "setup.onboarding_docs": {"praise": 0, "complaint": 7, "n": 7, "weighted": {"praise": 0.0, "complaint": 4.34}, "praiseShare": 0.0, "ci95": [0.0, 35.4], "regard": 0.4932, "regardCi95": [0.486, 0.498], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "the @githubcopilot app just couldn't be more confusing... i just want to start an agent (local or cloud) to work on a fix... [link]", "link": "https://twitter.com/5772112/status/2105494882169262472"}, {"date": "2026-10-01", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "the @githubcopilot app just couldn't be more confusing... i just want to start an agent (local or cloud) to work on an issue... [link]", "link": "https://twitter.com/5772112/status/2105494942051402123"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the documentation on how github copilot handles these in context instructions, and how it handles compaction cycles, is hot garbage ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wre0j7/agentsmd_vs_githubcopilotinstructionsmd_when/pcgu92v/"}]}}, "setup.ide_integration": {"praise": 32, "complaint": 26, "n": 58, "weighted": {"praise": 20.34, "complaint": 16.05}, "praiseShare": 55.2, "ci95": [42.5, 67.3], "regard": 0.5094, "regardCi95": [0.488, 0.53], "salience": 4.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "personally i’d clone your repo locally and use it from there. i’ve only used it in vs code and it works exactly as expected.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x8opvg/what_am_i_doing_wrong/phetu2l/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "the only reason for our company is visual studio (not code) integration.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wut85y/why_use_github_copilot_after_the_nerf/pd64k0e/"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "whatever integration is in standard vs is terrible i agree. i need to start documenting the bugs sometime because it’s so much worse than vs code. i just keep both open. do my prompting in code and editing/traversal/testing in vs.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4wa07/vs_copilot_agent_struggling_to_edit_files/pghej82/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "this doesn't seem to work with copilot chat though. looks like it just opens a codex extension or similar. for example, the windows isn't even in chat, it's an editor, right?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wwtxzr/will_copilot_integrate_chatgpt_login/pe37eb9/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i assume the grand plan is to have one copilot 365 account across all ms paths but how do i stop vs code reverting to copilot harness it needs work features from local harness are better but i've been caught several times now with new sessions", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wx74o7/github_copilot_copilot_harness/"}]}}, "models.catalog_access": {"praise": 46, "complaint": 44, "n": 90, "weighted": {"praise": 29.51, "complaint": 29.08}, "praiseShare": 51.1, "ci95": [41.0, 61.2], "regard": 0.5783, "regardCi95": [0.546, 0.61], "salience": 7.0, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "github copilot lets you pick between them, it’s gotten decent compared to what it used to be. i don’t know about pricing though i have it for work.", "link": "https://www.reddit.com/r/cursor/comments/1x4kpoo/no_more_3rd_party_model_usage_via_x_subsciption/pgf3kqs/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/singularity", "polarity": "praise", "text": "no idea what you’re talking about.  astra 6 and fable 5.1 are available. if your firm has put some guardrails on them that’s not a copilot problem it’s an implementation problem. ", "link": "https://www.reddit.com/r/singularity/comments/1x1z0um/introducing_microsoftdecision1_our_model_for_fast/pey9zjj/"}, {"date": "2026-10-05", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "@stolinski @pvncher this is where @githubcopilot excels. \nphoto of the mobile app with a partial list of models to select from. [link]", "link": "https://twitter.com/14566379/status/2107233675075080260"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "no point; just go straight to 3.8 flash; copilot is sunsetting 3.7 in like a week.\nedit: it’s even dumber than that: as if a week ago, google is routing requests that target 3.7 to use 3.8 instead; 3.7 is gone.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x56rzd/gemini_4_argon_in_github_copilot/pgm2v9s/"}, {"date": "2026-10-14", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot you guys have a bug where max members can't access models reserved for pro+ and above. please fix. [link]", "link": "https://twitter.com/1518711697493663745/status/2110164915801792738"}, {"date": "2026-10-14", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot you guys have a bug where max members can't access models reserved for pro+ and above. please fix. error id: [id] [link]", "link": "https://twitter.com/1518711697493663745/status/2110165671091085590"}]}}, "models.routing_auto": {"praise": 16, "complaint": 68, "n": 84, "weighted": {"praise": 10.01, "complaint": 46.12}, "praiseShare": 19.0, "ci95": [12.1, 28.7], "regard": 0.4771, "regardCi95": [0.452, 0.504], "salience": 6.5, "receipts": {"praise": [{"date": "2026-10-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i use auto at work and personally. it does the job and generally picks the best models for the task. sometimes i’ll switch to a specific model if auto isn’t getting it done.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x1eys6/anyone_using_auto_mode/peue2rb/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "automodel with copilot is actually legit now. also hydrafusion in the pipe. theyre cooking a bit ngl", "link": "https://www.reddit.com/r/cursor/comments/1woi9bh/competitors_where_are_you/pbok4g7/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it's incredibly good considering the token cost. i was a claude die hard until auto demonstrated how far gpt-6 has progressed - both luna and sol.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x02f8v/gpt6_luna_copilot_improves/pexuofo/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i have sneak suspicion that if you \"steer\" it mid task, microsoft hijacks it to its own shitty model. it would explain the behavior, but i cannot prove it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7f8pf/copilot_is_slow_and_doing_a_terrible_job_today/ph447si/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i'm not sure why i would want to subject myself to something that might choose something other than gpt luna and make me burn more tokens", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6dl94/what_is_your_honest_opinion_on_this_gh_copilot/pguu7m4/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "auto mode is really brain-dead, lol. a very small discount, and then routing to models that cost more and perform worse.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/pgvqu7v/"}]}}, "models.effort_control": {"praise": 7, "complaint": 14, "n": 21, "weighted": {"praise": 3.73, "complaint": 6.76}, "praiseShare": 33.3, "ci95": [17.2, 54.6], "regard": 0.4941, "regardCi95": [0.483, 0.505], "salience": 1.6, "receipts": {"praise": [{"date": "2026-09-19", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i just set it to luna medium for price, speed and not over-thinking things like max does. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wglp9b/model_selection_best_practices/pat8org/"}], "complaint": [{"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "subagents are spawning with the correct models but there is no way to know the effort level.\ni am using vscode copilot is inbuilt.local chat.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wuq7dc/issues_with_github_copilot/pd5s1hm/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "interesting, my experience is that luna 6 is better with medium-xhigh, and drops insane in quality on max.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wptkkq/how_does_gpt6_sol_feel_so_far/pc11atx/"}, {"date": "2026-09-07", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "ensure the models have not been reset on high for some reason. it happened to me with copilot ", "link": "https://www.reddit.com/r/cursor/comments/1wa2h7b/is_it_just_me_or_has_my_cursor_credits_been/p8f3vq0/"}]}}, "models.quality_drift": {"praise": 14, "complaint": 36, "n": 50, "weighted": {"praise": 10.73, "complaint": 22.63}, "praiseShare": 28.0, "ci95": [17.5, 41.7], "regard": 0.5147, "regardCi95": [0.487, 0.54], "salience": 3.9, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "github copilot has improved significantly i find that i prefer it more and more over cursor.", "link": "https://www.reddit.com/r/cursor/comments/1x6e6yq/is_it_time_to_find_another_option_instead_of/ph0euyo/"}, {"date": "2026-10-13", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": ".@githubcopilot is much better than the last time i tried it!\nyou should test it on my arena fighter game and see how high up the leaderboard you can get.\n[link] [link]", "link": "https://twitter.com/71355794/status/2110129670687805592"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "luna6 for the majority of work and you'll make it there. the quality of the lower models has gone up so much. i have no limit and still primarily use luna on high", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wuc5wk/how_is_current_copilot_version_working_for_you_all/pd7fkd2/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "this model was **amazing** back in march. funny how it's considered awful less than a year later", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/pgwagnr/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "but it didn't have this problem before about a month ago. what went wrong?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4wa07/vs_copilot_agent_struggling_to_edit_files/pgnr9iy/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "one year later and i can definitely say it is still getting worse", "link": "https://www.reddit.com/r/GithubCopilot/comments/1kcfwy0/is_github_copilot_just_becoming_super_slow_to/penkqz9/"}]}}, "context.instruction_files": {"praise": 9, "complaint": 12, "n": 21, "weighted": {"praise": 5.03, "complaint": 8.94}, "praiseShare": 42.9, "ci95": [24.5, 63.5], "regard": 0.4879, "regardCi95": [0.472, 0.502], "salience": 1.6, "receipts": {"praise": [{"date": "2026-09-29", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i personally do with global custom instructions file and haven't had problems... knock on wood\n\"all subagents and nested sessions must be created using luna with max only, unless explicitly directed otherwise by the human\"\nthen if i want something else, i just tell it. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wtbmbu/how_to_set_default_subagent_model/pcsq9he/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "adding a delegation table with restrictions to custom instructions works great for me", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wcefit/copilot_using_more_expensive_models_for_sub_agent/p8xgxwk/"}], "complaint": [{"date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i asked in the same session: \"tell me what mode you are in?\" \n \nit does correctly identify the [agents.md]([link]) file. it spitted out the instructions in the file, and as usual, apologized. this means it ignored the context altogether in the initial prompt/response.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wz98rc/do_devs_read_this_agentmd_file_not_respected/pe9q4e9/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "tried instruction files for the style stuff. they drift after a few weeks. switched to a hard rule in the skill file that the snippet has to compile or it gets rejected on the spot. cuts down on garbage faster than waiting for the model to self correct", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wp26zj/copilot_worth_it_for_tutorial_writers_or_just_a/pc7faio/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "instruction files didn't hold for me. unset model inherits the parent's. blocking the spawn did.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wcefit/copilot_using_more_expensive_models_for_sub_agent/p8y7apw/"}]}}, "context.instruction_following": {"praise": 4, "complaint": 17, "n": 21, "weighted": {"praise": 2.25, "complaint": 9.98}, "praiseShare": 19.0, "ci95": [7.7, 40.0], "regard": 0.4942, "regardCi95": [0.481, 0.509], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it wasn't agentic, but it wasn't simply auto complete neither. i remember writing comment lines instructing copilot for a specific function that i wanted to be written and the ai actually understood it and complied, writing it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvu1eg/biggest_ai_fumble_in_tech/pdhay1d/"}], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "that's something i've noticed too, often it ignores even direct instructions like: \"after your work is done use the xxx skill\", at the end it just says: \"i didn't use the xxx skill\".", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvmi3l/claude_sonnet_55_tends_to_ignore_instructions/pddaki7/"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "eeeh sometimes it's still makes code quality mistakes even in high.\ni'm still pissed it ignored my istructions to keep controllers clean and handle header stuff with filters and attributes, and introduced a reeking code tangle", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wdtxyz/luna_is_still_the_goat/p9bzslu/"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "chat gpt always tries to use gitkraken even if extension is not installed and my agents file clearly says to use gh … so i switch the model back to claude most of the time (this is in gh copilot)", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wdyqzs/vibecoders_about_to_post_the_claude_deleted_my/p9de01t/"}]}}, "context.clarifying_questions": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.71, "complaint": 0.84}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5005, "regardCi95": [0.495, 0.507], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 2, "complaint": 5, "n": 7, "weighted": {"praise": 1.02, "complaint": 2.8}, "praiseShare": 28.6, "ci95": [8.2, 64.1], "regard": 0.503, "regardCi95": [0.494, 0.515], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "context.compaction": {"praise": 2, "complaint": 9, "n": 11, "weighted": {"praise": 1.59, "complaint": 6.75}, "praiseShare": 18.2, "ci95": [5.1, 47.7], "regard": 0.4923, "regardCi95": [0.477, 0.507], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the handling of co-pilot [instructions.md]([link]) or whatever, and agents md, and compaction are all confusing. is it re inserting your [agents.md]([link]) on compaction or just summarizing it? compaction is terrible on this harness", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf17l9o/"}]}}, "context.session_memory": {"praise": 5, "complaint": 2, "n": 7, "weighted": {"praise": 3.27, "complaint": 1.42}, "praiseShare": 71.4, "ci95": [35.9, 91.8], "regard": 0.5059, "regardCi95": [0.497, 0.515], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-26", "source": "Reddit", "community": "r/ChatGPTPro", "polarity": "praise", "text": "permanent sources of truth for different pieces. for work i use these models through github copilot and all the major decisions and testing procedures get recorded in separate places. including what needs to stay immutable between releases, for example a performance db acting as a reference. \ni don’t know how good codex is at doing all this since i do the bulk of the work in github copilot. that really helps a lot with organising things.", "link": "https://www.reddit.com/r/ChatGPTPro/comments/1wqg5xx/how_do_you_keep_long_chatgpt_projects_from/pc3yzjq/"}], "complaint": []}}, "context.codebase_retrieval": {"praise": 5, "complaint": 9, "n": 14, "weighted": {"praise": 2.74, "complaint": 5.64}, "praiseShare": 35.7, "ci95": [16.3, 61.2], "regard": 0.495, "regardCi95": [0.484, 0.506], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-03", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it is amazing! lightning fast. those saying it doesn't index are 100% wrong. it absolutely indexes it and uses blackbird and offers one of the fastest, semantic aware search across entire repos in seconds. massive time and token savings using copilot with vs code for me. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1rfoaqx/how_good_is_copilot_indexing_codebase_and_use_it/pdltzxz/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "it is a random benchmark by a random person and doesn't really mean anything. from my experience, copilot is top notch. better results and less token usage than pi due to codebase indexing and faster searches", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wnyinf/cross_harness_benchmark_and_copilot_is_behind/pbqcdk0/"}], "complaint": [{"date": "2026-09-07", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "good for you. as business customers we are not allowed to use codebase indexing leading to repeated high token cost searches. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w9qlcz/copilot_in_vs_code_compared_to_cli_and_the_app/p8e003w/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "there are quite some issues with this.... another one i hate: if you link something, continue writing and then go back change normal text **before that linked content**, the link will simply disappear.\nat other times, it just doesnt find stuff. i need to manually open the file, then it´s suddenly there. i mean, how hard is it to add at least the files? like, ctrl + p is super fast for this.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wcc1c4/i_m_losing_12hrs_of_life_expectancy_everytime_i/p8xgn0o/"}]}}, "context.attachments": {"praise": 1, "complaint": 2, "n": 3, "weighted": {"praise": 0.42, "complaint": 1.35}, "praiseShare": 33.3, "ci95": [6.1, 79.2], "regard": 0.4988, "regardCi95": [0.493, 0.504], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-06", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "any idea how to replace the copilot chat box (on the right hand side) with claude code? i know the claude code itself provides similar interface (which is also on the right hand side), but one thing i couldnt do is to highlight a generated text in the chat and reply to it like in cursor, also, pasting a screenshot in that chatbox doesnt work in mac, i'll have to let the thumbnail goes away then manually paste the screenshot file ", "link": "https://www.reddit.com/r/cursor/comments/1w84npz/alternative_to_cursor/p85n177/"}]}}, "work.capability": {"praise": 106, "complaint": 128, "n": 234, "weighted": {"praise": 61.11, "complaint": 79.76}, "praiseShare": 45.3, "ci95": [39.0, 51.7], "regard": 0.4082, "regardCi95": [0.38, 0.44], "salience": 18.1, "receipts": {"praise": [{"date": "2026-10-07", "source": "Reddit", "community": "r/ExperiencedDevs", "polarity": "praise", "text": "yeah i feel this. i've got a lot of value out of using copilot as a research assisstant, not using it to write my code for me.", "link": "https://www.reddit.com/r/ExperiencedDevs/comments/1wzic5u/my_threeyear_ai_honeymoon_is_over/pedmb2c/"}], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "complaint", "text": "as someone that's tried gemini, chatgpt, and copilot 365 (with both opus and gpt models), claude is the best at producing something actually usable. the rest still suck at generating slides even microsoft's own offering. ", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x2kjkg/for_generating_slides_which_ai_subscription_is/pf588xi/"}, {"date": "2026-10-08", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "have you ever written a nodejs unit test so bad that it balloons memory until your computer crashes? i haven't, but thankfully i got @githubcopilot to do it for me", "link": "https://twitter.com/1930960830499065856/status/2108236118059626713"}]}}, "work.frontend_ui": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.13, "complaint": 0.5}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.502, "regardCi95": [0.498, 0.508], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "work.bug_diagnosis": {"praise": 4, "complaint": 2, "n": 6, "weighted": {"praise": 2.04, "complaint": 1.09}, "praiseShare": 66.7, "ci95": [30.0, 90.3], "regard": 0.4995, "regardCi95": [0.492, 0.506], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-18", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "@githubcopilot is so much more than a dev tool. it just debugged why microsoft store randomly opened all the time, did quite some complex analysis and figured it was a powertoys shortcut accidently triggered. back in the days i would run into these annoying issues and never find out what causes it. i would even format my entire system to get rid off issues. so that's solved entirely now, wow", "link": "https://twitter.com/1615135928737009665/status/2100944142943518743"}], "complaint": [{"date": "2026-09-21", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot @openmp_arb what was interesting to watch is the response of the bot in @githubcopilot (it was a mix of luna and the microsoft models). it did provide a half baked theory of why the problems arose (partly it's fault for not refactoring internal types ie changing unsigned int to size_t ) but", "link": "https://twitter.com/1561408746697306113/status/2102064783864521012"}, {"date": "2026-09-21", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot @openmp_arb @geminiapp how @githubcopilot and @geminiapp handled the diagnosis and the solution realized how much more remains to be done to have truly trustworthy #ai. for starters creating a new compilation path instead of fixing the root cause which is a solution a novice would accept makes me", "link": "https://twitter.com/1561408746697306113/status/2102064802445357495"}, {"date": "2026-09-21", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot @openmp_arb the solution offered was bananas: remove lto from #gcc builds &amp; add a new make path that defaulted #llvm to use a simple @openmp_arb collapsed loop pragma (removing ~ 2/3 of the performance gains of the nested/tiled loops). at this point i had run out of money for @githubcopilot", "link": "https://twitter.com/1561408746697306113/status/2102064786804732042"}]}}, "work.regressions_introduced": {"praise": 0, "complaint": 8, "n": 8, "weighted": {"praise": 0.0, "complaint": 4.5}, "praiseShare": 0.0, "ci95": [0.0, 32.4], "regard": 0.494, "regardCi95": [0.488, 0.498], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "copilot is still sick. ask it to add one method, and it mangles the class into code that won't compile. multiple attempts later, it finally gets it right—after wasting my tokens fixing its mistakes. a simple task becomes a ridiculous ordeal. beyond frustrating! \n@githubcopilot [link]", "link": "https://twitter.com/1658046319/status/2110812614536438141"}, {"date": "2026-09-28", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "what happened to github copilot in visual studio this week? it ignores my instructions, writes broken code, and burns through my tokens while i ask it to fix the mess it just made.\napparently, it’s only optimizing my bill. 😡\n@visualstudio @githubcopilot [link]", "link": "https://twitter.com/1658046319/status/2104609580957220874"}]}}, "work.scope_overreach": {"praise": 1, "complaint": 12, "n": 13, "weighted": {"praise": 0.59, "complaint": 7.25}, "praiseShare": 7.7, "ci95": [1.4, 33.3], "regard": 0.5043, "regardCi95": [0.486, 0.535], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-23", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "@arya_at1 @githubcopilot @github you kept the existing middleware and refused redis or api gateway. that discipline made the solution clean.", "link": "https://twitter.com/1890036188209426432/status/2102811328725577858"}], "complaint": [{"date": "2026-10-01", "source": "Reddit", "community": "r/cscareerquestions", "polarity": "complaint", "text": "both. if you let ai run unchecked, it will put in shit that you never intended. github copilot (it is mandated as a pr reviewer at my shop) will suggest crazy optimizations, then try to optimize its optimizations! if you just click \"fix with copilot\" on every suggestion, you'll end up with a crazy refactor when you just have a small story!\nyou need to keep ai in its lane. ", "link": "https://www.reddit.com/r/cscareerquestions/comments/1wv7vum/are_you_guys_writing_code_or_prompting_ai_at_work/pdae2ox/"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "generic \"validate this integration, see if the abstraction level and separation of concerns make sense and then fix it up by moving stuff between packages\". unfortunately it got sidetracked and started basically rebuilding the original app into which i was integrating, so i had to scrap it all :d ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wbtmpd/token_usage_of_astra_on_enterprise/p8u2m0z/"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it also fails tool calls too often and overengineers by a lot", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wdtxyz/luna_is_still_the_goat/p99zfh4/"}]}}, "work.stuck_loops": {"praise": 1, "complaint": 14, "n": 15, "weighted": {"praise": 0.84, "complaint": 8.01}, "praiseShare": 6.7, "ci95": [1.2, 29.8], "regard": 0.5135, "regardCi95": [0.486, 0.567], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-07", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": " have you noticed an improvement in the behavior of gpt-6 luna (in github copilot) when used as an agent? i used the free version to complete a non-trivial feature and to update an architecture document. in both cases, it stayed focused on the goal right to the end—delivering high quality without stalling or getting stuck in endless loops. and this was the free tier. we are truly seeing a whole new level of quality with these recent models.\n", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x02f8v/gpt6_luna_copilot_improves/"}], "complaint": [{"date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i've tried that this week on a card while working. \nmost of the time, worked, but sometimes luna started a loop and never finish the planning. i've stopped and retry and worked fine", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxbqa7/most_cost_effective_with_highest_roi/pdtnv1y/"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it does goes into loop or could find solutions, in those case only i switch to gpt terra or opus 5. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wf8lkg/observations_on_claude_code_vs_ghcp/p9l3du6/"}, {"date": "2026-09-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i've seen the harness repeatedly fail to wait for pytest tests to complete in the terminal. then it falls into a death spiral of trying to start the same tests again unless i steer it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w6a1ui/the_vscode_harness_has_a_major_flaw_on_large/p7qor2f/"}]}}, "work.premature_stop": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.04}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4972, "regardCi95": [0.494, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-22", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "no such id, it is a private repo. how do u see \"secrets\"? it only says copilot's work was cancelled, and i did not give it that instruction, or stop instruction.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wmbaez/is_anyone_having_random_work_cancels_on_github/pbbupdx/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "no, i got this msg, now 4th time, cancelling the work randomly, out of nowhere, without my stop instruction, and i have no token limit issues, i had to start a new session and brief copilot with the workprgoram and scope again, below image:\n[link]\n", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wmbaez/is_anyone_having_random_work_cancels_on_github/pb5oo29/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i am on the $10/mth plan with github copilot. i had 2 work cancellations, not prompted or instructed by me in my work open chats? is anyone else having this issue? i had to open a new session and tell it from the top the workplan and the scope. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wmbaez/is_anyone_having_random_work_cancels_on_github/"}]}}, "work.long_running_autonomy": {"praise": 8, "complaint": 0, "n": 8, "weighted": {"praise": 4.76, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [67.6, 100.0], "regard": 0.5076, "regardCi95": [0.502, 0.514], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "work.multi_agent_orchestration": {"praise": 18, "complaint": 15, "n": 33, "weighted": {"praise": 9.55, "complaint": 8.99}, "praiseShare": 54.5, "ci95": [38.0, 70.2], "regard": 0.4876, "regardCi95": [0.465, 0.507], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "your tools should never be locked to a single harness nowadays.\nrewrite and repackage as plugins to share with your team.\nthen switch to the github copilot app.\nthe nested session orchestration beats the crap out of subagents.\ncanvas are little hosted web apps and great for customization too. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf0ynbx/"}, {"date": "2026-09-04", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "@normandeveloper @githubcopilot i remember me asking @pierceboggan if having the app while they have the awesome @code won’t confuse people, i guess i was confused back then and didn’t even know it\nthe orchestration is the best feature there imho\nit’s almost a full agent factory without overdoing it", "link": "https://twitter.com/36475277/status/2095997481876066652"}], "complaint": [{"date": "2026-09-08", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "gpt-6 astra in the @githubcopilot app really doesn't work well with inter-session communication, all the sessions where i have tried it somehow get stuck, with messages from child sessions getting queued and never processed in the parent session [link]", "link": "https://twitter.com/161137627/status/2097346077242368095"}, {"date": "2026-09-08", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@awakecoding @githubcopilot a queue you cannot safely flush makes delegation unusable, because one stuck child forces a restart instead of a recovery.", "link": "https://twitter.com/1067135083155464194/status/2097372650867728728"}, {"date": "2026-09-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i did this mistake today lol. luna high on implementation task from existing plan, went afk and grabbed coffee, went back 10 minutes later, it had launched 5.6 sol subagents for implementation (wtf). half monthly quota gone in 10 minutes.. awesome.... ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w3qypv/which_model_has_the_best_results_for_the_lowest/p775qh5/"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4995, "regardCi95": [0.498, 0.5], "salience": 0.1, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 1, "complaint": 4, "n": 5, "weighted": {"praise": 1.0, "complaint": 1.97}, "praiseShare": 20.0, "ci95": [3.6, 62.4], "regard": 0.5024, "regardCi95": [0.494, 0.515], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-03", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i stopped using claude models way to expensive and do stuff without being asked for(ex. committing changes they did). \nyou dont need anything else aside of sol and luna they are great and dont consume a ton of aic. \ni think claude tries to push people to use only \"claude code\" with those prices ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w5z9pr/copilot_enterprise_with_monthly_ai_credits_limit/p7jqe6z/"}]}}, "work.git_workflow": {"praise": 1, "complaint": 6, "n": 7, "weighted": {"praise": 0.35, "complaint": 3.8}, "praiseShare": 14.3, "ci95": [2.6, 51.3], "regard": 0.4941, "regardCi95": [0.488, 0.5], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i’m really liking the gh copilot app, especially the agent merge feature.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w744q3/whats_the_different_between_vscode_agents_window/p7sdu0x/"}], "complaint": [{"date": "2026-10-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it's not reliable. depending on how you commit , it still writes it. for example using the commit or sync button in the new agents window. i found myself needing to ask in chat to commit on my behalf in order to not have the co-authored by stuff", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x1du0s/git_hook_that_removes_coauthoredby_lines_from/peu7ayi/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "right now the copilot harness is not respecting the coauthor configuration in vs code.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxev8f/do_copilot_cli_settings_carry_over_to_the_vscode/pemktiz/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "# new branch on each new session prompt????\n[]([link])\nhow to prevent this silly behavior?\non vs code", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wtktvu/new_branch_on_each_new_prompt/"}]}}, "work.computer_browser_use": {"praise": 6, "complaint": 3, "n": 9, "weighted": {"praise": 3.1, "complaint": 1.97}, "praiseShare": 66.7, "ci95": [35.4, 87.9], "regard": 0.5021, "regardCi95": [0.493, 0.51], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-05", "source": "Reddit", "community": "r/singularity", "polarity": "praise", "text": "i barely started with github copilot computer use at work but really like these tools.\nunfortunately the same thing will happen to most office jobs as it did for coding ...\nnot so many joba will be needed..", "link": "https://www.reddit.com/r/singularity/comments/1wxzn0e/finally_recieved_claude_cowork_to_do_actual/pdye4v6/"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "this is awesome, i had been using playwright in vscode <> claude <> copilot at work and see it do the work in the vscode shared browser\nwas shocked when i couldn't do the same with the claude chat plugin in vscode (how i run claude for home projects) \n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wbg30i/i_made_an_mcp_app_so_claude_code_can_record_edit/p8rtv46/"}], "complaint": [{"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "luna 5.6 and 6.0 is good for most tasks. however, its \"intelligence\" when it comes to using the vs code workbench could be better. \nfor example, it does not use the built in browser to verify ui changes, and does not always redirect commands auto approval.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wukd5l/i_still_have_a_majority_of_my_credits_remaining/pd69ual/"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "where else can i use my gh copilot tokens? \ngithub copilot is cool but not for genetic workflows, lacks computer use, remote control, etc etc.\nseems like there should be better alternatives ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wbbhzs/open_code_vs_github_cp/"}]}}, "work.safety_refusals": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.55}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4977, "regardCi95": [0.494, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "copilot refused to do mine, but deepseek with opencode helped me out ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1ww1yzr/github_copilot_can_now_interact_with_desktop_apps/pdheocy/"}, {"date": "2026-10-10", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@orenme @iambipinpaul @github @githubcopilot we're looking at onboarding openrouter combined with github copilot app at devolutions to access more models than what's available (glm 5.3, deepseek). the guardrails are just too restrictive that our security team can't investigate security reports without hitting them", "link": "https://twitter.com/161137627/status/2108971833949134891"}]}}, "work.permission_prompts": {"praise": 4, "complaint": 14, "n": 18, "weighted": {"praise": 2.14, "complaint": 8.28}, "praiseShare": 22.2, "ci95": [9.0, 45.2], "regard": 0.4982, "regardCi95": [0.486, 0.512], "salience": 1.4, "receipts": {"praise": [{"date": "2026-09-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "swap over to the 'copilot' host, and use assisted permissions. way better.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w78bm8/vscode_autopilot_is_too_auto/p7t0pb3/"}], "complaint": [{"date": "2026-09-17", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "now have 100 software, platform engineers, front end devs and artists on business and have the same problem. cli has some permissions. ides others. github copilot app others again. organisations claim to provide granular control, but we're just not experiencing it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1win2b6/github_copilot_is_a_nightmare_for_enterprises/pabr4iq/"}, {"date": "2026-09-13", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "oofduh, switching from working on personal projects in @openaicodexcli to work projects in @githubcopilot is painful. a lot of hand holding and button pushing.", "link": "https://twitter.com/1632699243231051777/status/2099227015815512232"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "but that's what i'm saying, manual sounds like what it was doing was before this latest update. that's what i would want. now unless i have it on allow all, it asks to allow every file edit. i can't even approve that command anymore, there's no button to do it.\nassisted errors immediately that it can't figure out whether editing a file should be approved. 😂", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvfmpt/copilot_update_asks_permission_for_every_file_edit/pdbkk25/"}]}}, "work.plan_mode": {"praise": 3, "complaint": 8, "n": 11, "weighted": {"praise": 1.48, "complaint": 5.58}, "praiseShare": 27.3, "ci95": [9.7, 56.6], "regard": 0.4857, "regardCi95": [0.471, 0.498], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it's not very intuitive, the old harness kept plan-mode on until you switch yourself, which to me is the saner default. the new default is bad because sometimes i want to ask follow-up questions about the plan and i forget that the harness has automatically switched to \"interactive\" instead of \"plan\" and the agent ends up doing stuff it's not supposed to do.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x875mn/new_vs_code_harness_switches_off_planmode_after/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i'll add my input: i used sol 6 and sol 5.6 in plan mode and reviewed their plans and so far sol 6's plans are extremely shallow and vague. sol 5.6's plans were more detailed and of higher quality. i used max effort for both. in every instance, sol 6's plan came 2x cheaper but honestly the dogshit quality isn't worth it. i'll keep using sol 5.6. sol 6 is a huge regression.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wptkkq/how_does_gpt6_sol_feel_so_far/pc8f0q2/"}]}}, "work.response_verbosity": {"praise": 1, "complaint": 7, "n": 8, "weighted": {"praise": 0.71, "complaint": 3.66}, "praiseShare": 12.5, "ci95": [2.2, 47.1], "regard": 0.4974, "regardCi95": [0.49, 0.507], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "work.sycophancy_pushback": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.35, "complaint": 1.9}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.4993, "regardCi95": [0.494, 0.506], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-05", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "@kimi_moonshot weekend at @githubcopilot . taking kimi k3 for a ride. seems a solid ask-&gt;plan-&gt;implement path, very well thought out and rational plans, very fast, not wasting tokens, \"professional\" in the interactions (no kissing up), can't wait to see #kimik3 final results.", "link": "https://twitter.com/1858251094134009856/status/2096245489721307230"}], "complaint": []}}, "verify.false_completion": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 3.58}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4954, "regardCi95": [0.491, 0.499], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-09-21", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it is written clearly, cant u read? cowork runs shotgun on my copilot code, and he confirmed that there were 4 times that copilot claimed to have done the code, and there was no pr, how much clearer can that be??", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wml3k0/wtf_is_going_wrong_with_github_copilot_here_is/pb8dpam/"}]}}, "verify.self_testing": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.3, "complaint": 0.42}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5012, "regardCi95": [0.497, 0.506], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "verify.agent_code_review": {"praise": 17, "complaint": 10, "n": 27, "weighted": {"praise": 10.02, "complaint": 6.52}, "praiseShare": 63.0, "ci95": [44.2, 78.5], "regard": 0.4798, "regardCi95": [0.454, 0.502], "salience": 2.1, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/cscareerquestions", "polarity": "praise", "text": "yeah as part of my workflow i have an automatic architecture review. we have code rabbit setup and i’ll kick off a copilot review. that catches pretty much all the small issues and the rest is just a design review", "link": "https://www.reddit.com/r/cscareerquestions/comments/1x2kssr/i_dont_write_any_code_by_hand_since_month_why_my/pf393zo/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i still use my legacy github copilot plan for copilot code reviews. i find it very good at finding subtle bugs in even the code written by the better models.\nat our workplace, the code review is probably the most useful feature.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvuh3x/should_i_keep_my_github_copilot_pro_plan/pejg67i/"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "the actual copilot review bot you can add to the prs directly is quite good. i’m fairly impressed with what it finds with minimal adjustment. it’s often reviewing code that opus 4.8 wrote with gpt 5 terra in advisory position during development & planning.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w8zk78/how_good_is_copilot_for_code_review/p87h92f/"}], "complaint": [{"date": "2026-09-04", "source": "Reddit", "community": "r/cscareerquestions", "polarity": "complaint", "text": "lgtm. but can you please look at the 100 issues copilot reports? thanks.", "link": "https://www.reddit.com/r/cscareerquestions/comments/1w6sz0g/rant_how_do_you_deal_with_ai_slop_from_more/p7uamfp/"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "i just use the codex plugin cc.\ni added a rule in `claude .md` \"run a codex review after creating a pr.\" if the chat history gets too long, it sometimes forgets the rule, but usually it runs automatically.\ni tried using github copilot auto-reviews before, but the quality wasn't good, so i stopped.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w5wr7f/besides_claude_code_how_are_you_leveraging/p7j8tiy/"}, {"date": "2026-10-15", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "why does @githubcopilot cost $0.05 to $1.00 to review a pr resulting in 'needs a closer look' outcome? [link]", "link": "https://twitter.com/1951799842520670208/status/2110871452509753395"}]}}, "verify.change_review_ui": {"praise": 16, "complaint": 10, "n": 26, "weighted": {"praise": 10.38, "complaint": 6.98}, "praiseShare": 61.5, "ci95": [42.5, 77.6], "regard": 0.5148, "regardCi95": [0.498, 0.532], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "granular diffs are the only reason i am still keeping my copilot sub. otherwise claude vscode extension offers same functionality with probably slightly better harness, so i'd just switch to that and forget that copilot been good to us all these years.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pe73uu9/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "the granular diff is literally the only reason i use copilot over claude code", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pdwcb7f/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "what i really really really like as a software dev is that copilot shows me the \\*exact\\* changes it did this prompt. separat of git, versioning, commits, and everything. it makes tracking the changes so much easier and i have not seen that anywhere else", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wut85y/why_use_github_copilot_after_the_nerf/pd71b9j/"}], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "granular diff or it becomes unusable, like what is this idea? is it because you cant show cli edits as copilot diff? then solve that. but not showing session/yet unapproved diff is the most arrogant decision. i have to use ghc for work, we have no real alternatives unfortunately", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pf16no3/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "this is awful, i don't even see the button to keep or discard changes", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pdxmhiu/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "my copilot is not showing diffs or the keep/undo buttons when i use it to edit files", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxspnp/my_copilot_is_not_showing_diffs_or_the_keepundo/"}]}}, "ui.display_settings": {"praise": 12, "complaint": 48, "n": 60, "weighted": {"praise": 7.75, "complaint": 32.49}, "praiseShare": 20.0, "ci95": [11.8, 31.8], "regard": 0.4711, "regardCi95": [0.449, 0.494], "salience": 4.6, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "the new insights tab in the @githubcopilot app is really cool! [link]", "link": "https://twitter.com/14566379/status/2107162873164411033"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "im using claude now, but i still miss the copilot ui/ux in vs code, it was so much better than everything else i’ve tried", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvu1eg/biggest_ai_fumble_in_tech/pdldnw6/"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "where is that post? i'm using copilot, codex and claude code and overall, i like copilot the most for many reasons. one reason being that you can see what's sent to the model, so that your instructions are actually included, for example...", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wr5io2/best_cheaper_alternative/pcct3o8/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "yeah, the old one was way better. directly focus the search, all models visible with a single click. the only thing i might have changed is to show the favorites also in the \"full list\".\nbut who asked for this revamp, that does everything worse?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x798cg/new_model_picker_is_not_good/ph3mna5/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "its also just become more opaque than before. earlier it would show the thinking steps which were very useful for me. now it just shows \"thinking\".", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7f8pf/copilot_is_slow_and_doing_a_terrible_job_today/ph44lz4/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the picker needs a new separate section that has all the pinned models.\nor just change it back to old one.\nthis one is not comfortable.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x798cg/new_model_picker_is_not_good/"}]}}, "ui.session_history": {"praise": 4, "complaint": 9, "n": 13, "weighted": {"praise": 1.9, "complaint": 4.46}, "praiseShare": 30.8, "ci95": [12.7, 57.6], "regard": 0.5013, "regardCi95": [0.493, 0.511], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-24", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i think the real advantage is sessions do not end when you quit vs code.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wpctlc/vs_code_chat_users_local_or_copilot_harness/pbup51t/"}], "complaint": [{"date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i 100% have seen the slow agent window behavior. it has seemed to have gotten better on insiders, whereas before, like you said, it was taking minutes.\ninfuriating, as the whole point of the agent window is to switch sessions quickly!!!", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wukzs2/copilot_in_vs_code_major_chatagent_latency_best/pd8ygcx/"}, {"date": "2026-09-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "yeah don't use chat it's terrible, i use copilot cli exclusively because copilot chat can't handle multiple sessions opened simultaneously (and keep all of them in history)", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w75qev/copilot_losing_all_chat_sessions_when_reopening/p7sbzq1/"}, {"date": "2026-09-04", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "is anyone else experiencing this? every time i restart vs code, copilot loses all chat sessions. i’m opening the exact same workspace without changing anything, but the chat history is completely gone.\nis this a known issue or am i missing something?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w75qev/copilot_losing_all_chat_sessions_when_reopening/"}]}}, "ui.interrupt_steer": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.42, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4997, "regardCi95": [0.496, 0.504], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-10", "source": "X", "community": "@GitHubCopilot", "polarity": "praise", "text": "finally gave a serious try to @opencode for personal project and suddenly missed the following ( compared to @githubcopilot cli ) message steering, branch /diff ( from main even after pushing ), /btw , ctrl+c protection, plan\nhowever still impressed with tui, free zen models", "link": "https://twitter.com/15468471/status/2098084461204390142"}], "complaint": []}}, "surfaces.remote_mobile": {"praise": 3, "complaint": 2, "n": 5, "weighted": {"praise": 1.72, "complaint": 1.59}, "praiseShare": 60.0, "ci95": [23.1, 88.2], "regard": 0.4992, "regardCi95": [0.491, 0.506], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "it's weird, they basically added remote sync, but on mobile it says \"steering disabled\" and i can't find info where to enable it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x76nxd/feature_request_remote_access/ph2vwxu/"}]}}, "surfaces.cloud_sessions": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.71, "complaint": 1.0}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4988, "regardCi95": [0.491, 0.505], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "rel.service_errors": {"praise": 1, "complaint": 9, "n": 10, "weighted": {"praise": 0.71, "complaint": 6.22}, "praiseShare": 10.0, "ci95": [1.8, 40.4], "regard": 0.5045, "regardCi95": [0.487, 0.531], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "[link]\ni noticed this icon after i asked it to summarize my commit (and it just kept timing-out...)", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x1jqgk/is_copilot_down_several_actions_are_timing_out/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "yep. any openai models in vs are returning 400 errors very often, and anthropic models truncate file edits or can’t seem to figure out editing files very often as well. \nanother perk of being a c# dev", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4wa07/vs_copilot_agent_struggling_to_edit_files/pghjn40/"}]}}, "rel.response_speed": {"praise": 16, "complaint": 29, "n": 45, "weighted": {"praise": 10.16, "complaint": 20.99}, "praiseShare": 35.6, "ci95": [23.2, 50.2], "regard": 0.5103, "regardCi95": [0.487, 0.533], "salience": 3.5, "receipts": {"praise": [{"date": "2026-10-03", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "honest to god i’m running local llms or copilot basic for simple work now and its faster", "link": "https://www.reddit.com/r/codex/comments/1wwidls/sol_61_usage_on_5x_plan/pdkvf6r/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "can someone explain what i am doing wrong here is it the thinking level or what. in the starter next js template with supabase. i just asked it to remove certain pages and setup a proxy for protected routes. it took 6 mins. claude sonnet 5 high thinking. i have worked mostly on copilot before and it seems much faster there for such basic tasks\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1tvz3mi/developing_with_claude_code_feels_slow/pcncgxg/"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/cscareerquestions", "polarity": "praise", "text": "i find both cursor and vs code+copilot can return pretty quickly if you just ask them a simple question about the code in a specific file or ask for a small, focused change.\nyou can also add instructions like \"don't run the tests\" or \"don't run the entire test suite\" or \"focus only on changes in {specific area}\".", "link": "https://www.reddit.com/r/cscareerquestions/comments/1wjk5vg/anyone_frustrated_with_how_ai_harnesses_are/pak05us/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the same here, i don't use auto mode but copilot is so slow today.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7f8pf/copilot_is_slow_and_doing_a_terrible_job_today/ph3m6yn/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "same issue. i experienced a very slow experience with local vs code harness especially after 100k context window.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wukzs2/copilot_in_vs_code_major_chatagent_latency_best/pfftay9/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i have been experiencing this issue as well. a simple task like what is 4 + 4 can take over 5 minutes to complete", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wukzs2/copilot_in_vs_code_major_chatagent_latency_best/penj83y/"}]}}, "rel.client_failures": {"praise": 5, "complaint": 49, "n": 54, "weighted": {"praise": 3.0, "complaint": 30.97}, "praiseShare": 9.3, "ci95": [4.0, 19.9], "regard": 0.5087, "regardCi95": [0.472, 0.55], "salience": 4.2, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "i’ve always wanted to have nice desktop ux, but have found that the cli is and always has been the most stable offering.\ncould you use copilot to port your tools to support cli-native flows? you could also build a custom tool to monitor running token use across sessions precisely as you see fit.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf0opg5/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "since past 2 weeks my ghcp **cli** sessions aren't scrolling on **windows.** \ni see an issue filed on github exactly about this but it's as old as march.\ndid anyone else run into this? if yes, do you have any suggested workarounds?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x3e6l8/ghcp_cli_not_scrolling_on_windows_powershell/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "the main problem is that copilot harness doesn't support virtual files systems. it crashes. local works as extensions provide the tools to get them. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf11cin/"}, {"date": "2026-10-04", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "for the past month or so, whenever i click on copilot to generate a title during a github pr, it throws an error.\naren't you going to fix it...?\n@githubcopilot [link]", "link": "https://twitter.com/2614554865/status/2106559567295603100"}]}}, "rel.update_breakage": {"praise": 5, "complaint": 26, "n": 31, "weighted": {"praise": 2.47, "complaint": 20.86}, "praiseShare": 16.1, "ci95": [7.1, 32.6], "regard": 0.4968, "regardCi95": [0.474, 0.52], "salience": 2.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i have a mac pro and after upgrades to cli version 1.0.97 i can’t connect to any non gpt models. can someone advise ?\nthanks", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x69vxj/anyone_face_issue_with_cli_1097/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "thank you, it worked. i think whenever we upgrade the vs code it is changed/reset again to copilot from local.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1txrlkk/missing_ask_and_plan_agent_modes_in_the_new_vs/pghg6q9/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "yeah sure but its time and money already invested in a enterprise product. backward compatibilty here is non existant.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf48x7y/"}]}}, "account.support": {"praise": 4, "complaint": 11, "n": 15, "weighted": {"praise": 2.72, "complaint": 5.97}, "praiseShare": 26.7, "ci95": [10.9, 52.0], "regard": 0.5169, "regardCi95": [0.496, 0.542], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "file a support ticket to github. it should work just fine. had the same problem recently at work. they fixed in in like 3 hours", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4de26/github_copilot_metered_billing_via_azure/pfj0k3q/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "had a open a support ticket and wait 5 days to get it resolved from backend", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4de26/github_copilot_metered_billing_via_azure/pgo88pi/"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "no answer still…. it’s been 5 days since i made support ticket", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wef2py/wrong_info_in_billing_blocked_me_from_subscripting/p9runri/"}, {"date": "2026-09-07", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "i'm looking to sign up my startup for github copilot business or enterprise, which requires support to activate it. i've opened a support ticket as github directed, and i haven't received a response from the github/copilot team in three weeks.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w9k0ag/github_support_not_responding_to_copilot/"}]}}, "account.billing_errors": {"praise": 0, "complaint": 12, "n": 12, "weighted": {"praise": 0.0, "complaint": 5.38}, "praiseShare": 0.0, "ci95": [0.0, 24.3], "regard": 0.4933, "regardCi95": [0.488, 0.497], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@GitHubCopilot", "polarity": "complaint", "text": "@githubcopilot is such an unmitigated disaster they are now just grabbing your money and refusing to give you the product:\n@githubcopilot any chance i can get what i paid for? [link]", "link": "https://twitter.com/1952048264183775232/status/2105061275265024301"}, {"date": "2026-08-31", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "[link]\nmaybe there is some option to fix it. we would still like to use paid github but these times there was no other option than to cancel the whole account to stop being charged. when we only cancelled copilot it still charged us for about 13 enterprise seats", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w3b71u/copilot_charged_us_after_cancel_i_didnt_want_a/"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "complaint", "text": "hi, i recently upgraded subscription to pro+. but my ide still says that i have consumed all the credits and redirects me to manage budget. i am running github copilot in agents vs code. how long does it take to reflect ? because i can see it on my github profile the upgrade and i have usage credits but its not visible on the ide.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wc2d9r/updated_the_subscription_but_no_usage_credits/"}]}}, "account.bans_restrictions": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.9}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4974, "regardCi95": [0.494, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-02", "source": "Reddit", "community": "r/ChatGPTCoding", "polarity": "complaint", "text": "copilot is not just a proxy it uses prompt compression and refinement in several ways including things like llama-lingua2 etc. this helps reduce the ten sent but also affects the output. but like another person said, its trash and no guarantees of sustained service or safety from sudden hikes, get banned for no reason (happened to com sci professor). needless to say, they will steal your code more than any other outfit.", "link": "https://www.reddit.com/r/ChatGPTCoding/comments/1w4lm3b/claude_code_vs_github_copilot_token_burn/p7avg1a/"}]}}, "account.data_privacy": {"praise": 7, "complaint": 7, "n": 14, "weighted": {"praise": 5.03, "complaint": 3.83}, "praiseShare": 50.0, "ci95": [26.8, 73.2], "regard": 0.5283, "regardCi95": [0.506, 0.555], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "claude models are available via copilot harness for corporate america. this was how the bank i work at gave us access.\nwhen using this i can see that it has a symbol for enterprises data protection - my team works with material non public information for listed companies\n[link]", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x1hyow/how_did_you_convince_your_company_to_adopt/petl993/"}, {"date": "2026-09-16", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "nobody mentions copilot. 10$/month, you get claude and gpt models in the cli, and you can turn training off in the settings. i run it as the cheap seat next to my claude max, it does the implementation tasks fine and i keep max for planning and review.", "link": "https://www.reddit.com/r/vibecoding/comments/1whc03f/openai_and_anthropic_have_amazing_models_but/pa5jyql/"}], "complaint": [{"date": "2026-09-02", "source": "Reddit", "community": "r/ChatGPTCoding", "polarity": "complaint", "text": "copilot is not just a proxy it uses prompt compression and refinement in several ways including things like llama-lingua2 etc. this helps reduce the ten sent but also affects the output. but like another person said, its trash and no guarantees of sustained service or safety from sudden hikes, get banned for no reason (happened to com sci professor). needless to say, they will steal your code more than any other outfit.", "link": "https://www.reddit.com/r/ChatGPTCoding/comments/1w4lm3b/claude_code_vs_github_copilot_token_burn/p7avg1a/"}]}}}, "requests": {"authorWeeks": 285, "themes": [{"theme": "Exclude specific models from auto routing", "criterion": "models.routing_auto", "authorWeeks": 10, "posts": 12, "examples": [{"agent": "copilot", "date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "text": "i'm on the enterprise plan. gpt-5.3-codex is the default fallback model, but its api pricing is over 10 times that of luna, and it performs worse.\nhonestly, this makes me not want to use auto. we still can't disable a model that's over a year old. how does that benefit users?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/"}, {"agent": "copilot", "date": "2026-10-12", "source": "X", "community": "@GitHubCopilot", "text": "dear @code: if i select \"auto\" and \"intelligence\" for my @githubcopilot model, i do not want it choosing baby luna (especially when i'm asking for a gigantic code review). i would choose \"efficiency\" if i wanted luna-class models. please and thank you! @pierceboggan", "link": "https://twitter.com/40277793/status/2109674238181605717"}, {"agent": "copilot", "date": "2026-10-07", "source": "Reddit", "community": "r/GithubCopilot", "text": "it chooses gpt 6 luna (i dont even see the reasoning effort) and made multiple stupid mistakes for me in more complicated tasks too, so idk what to say about this. i legit cannot get it to not choose luna sometimes", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wubi60/hydrafusion_in_now_available_in_vs_code_and_the/peedwev/"}]}, {"theme": "Per-file and per-hunk accept/reject of changes", "criterion": "verify.change_review_ui", "authorWeeks": 9, "posts": 9, "examples": [{"agent": "copilot", "date": "2026-10-05", "source": "Reddit", "community": "r/GithubCopilot", "text": "shame! shame! \ni want keep and remove buttons or will change my ai agents", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pe00mun/"}, {"agent": "copilot", "date": "2026-10-05", "source": "Reddit", "community": "r/GithubCopilot", "text": "this is awful, i don't even see the button to keep or discard changes", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pdxmhiu/"}, {"agent": "copilot", "date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "text": "my copilot is not showing diffs or the keep/undo buttons when i use it to edit files", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxspnp/my_copilot_is_not_showing_diffs_or_the_keepundo/"}]}, {"theme": "Honor manually selected model", "criterion": "models.routing_auto", "authorWeeks": 7, "posts": 7, "examples": [{"agent": "copilot", "date": "2026-10-03", "source": "Reddit", "community": "r/GithubCopilot", "text": "it's terrible. and i don't even have the option to change to another model.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1uwkc1m/we_want_your_feedback_how_is_maicode1flash_in/pdohh4w/"}, {"agent": "copilot", "date": "2026-09-24", "source": "Reddit", "community": "r/GithubCopilot", "text": "gpt-6 luna and sol is all that most people need. \nthat said, let the user choose as long as they are capped on usage", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wovttn/have_you_disabled_haiku/pbtdn9k/"}, {"agent": "copilot", "date": "2026-09-14", "source": "Reddit", "community": "r/GithubCopilot", "text": "clearly selected a local endpoint in business byok plan but it keeps switching over to expensive af models that i don't need like gemini 3.7 flash or sonnet 5 on the first message no matter which model i select. wastes so many credits and prevents me from getting my work done!", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wfprls/anyone_have_issues_with_forced_autorouting/"}]}, {"theme": "More open-weight models", "criterion": "models.catalog_access", "authorWeeks": 4, "posts": 5, "examples": [{"agent": "copilot", "date": "2026-09-27", "source": "Reddit", "community": "r/GithubCopilot", "text": "hook up deepseek v4.1 flash and glm 5.3 flash throught their respective providers (deepseek and [z.ai]([link]) )", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wr5io2/best_cheaper_alternative/pcf26a1/"}, {"agent": "copilot", "date": "2026-09-02", "source": "Reddit", "community": "r/GithubCopilot", "text": "still waiting for glm, deepseek... microsoft will never add them dont they", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w4uelv/claude_fable_51_is_generally_available_in_github/p7brds9/"}, {"agent": "copilot", "date": "2026-09-17", "source": "Reddit", "community": "r/GithubCopilot", "text": "i’ve been using luna a bunch and it is pretty good. but it does some stupid things and is at times too eager when it should elevate issues, things that my local qwen 3.8 27b / 3.6 35b a3b instances do without problem.\nk2.7c is better with that in my context. it would be nice to see glm or deepseek models on ghcp", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wi6ux3/kimi_27_code_deprecation_wo_similar_alternative/padzmoy/"}]}, {"theme": "Subagent token usage visibility", "criterion": "limits.usage_meter", "authorWeeks": 4, "posts": 5, "examples": [{"agent": "copilot", "date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "text": "for the subagent cost: someone simply replaced the tooltip that contained the cost in aic with some \"model data\" (like thinking effort, context size). just add the line back, the info must be there already.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pfge00z/"}, {"agent": "copilot", "date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "text": "that 200 aic jump with zero live visibility is exactly the kind of thing that makes you not trust the harness to run autonomously. upvoted the issue, though honestly the broader problem is that subagent cost should be a first-class metric, not something you discover after the damage is done. have you found any workaround in the interim, or are you just manually capping subagent spawns to limit the blast radius?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x08met/visibility_over_subagent_aic_spending/pejha1y/"}, {"agent": "copilot", "date": "2026-10-07", "source": "Reddit", "community": "r/GithubCopilot", "text": "i just had a luna session spawn a sonnet explore subagent under the vs code local harness, which ended up wasting (literally) 200 aic. as far as i understand, there is currently no way to see the live subagent's aic spending, you just see the jump once it is done. happy to be proven wrong tho!\ni have opened [[link] in case you want to upvote or contribute to that feature request, even with a solution to close it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x08met/visibility_over_subagent_aic_spending/"}]}, {"theme": "More model options in catalog", "criterion": "models.catalog_access", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "copilot", "date": "2026-09-08", "source": "Reddit", "community": "r/GithubCopilot", "text": "microsoft ai, you should one or two models from them in your model selector.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wag6w6/breaking_msft_has_stopped_providing_claude_models/p8it5ve/"}, {"agent": "copilot", "date": "2026-09-03", "source": "X", "community": "@GitHubCopilot", "text": "@patloeber tell @githubcopilot to get off their tush and add it to the supported models list!", "link": "https://twitter.com/204380091/status/2095498501576691930"}]}, {"theme": "Per-subagent model selection", "criterion": "models.routing_auto", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "copilot", "date": "2026-09-29", "source": "Reddit", "community": "r/GithubCopilot", "text": "i just used gpt 6 sol to write out a plan and intended to hand it off to luna for execution. meanwhile sol decided it was a good idea to launch another sol subagent to execute said plan. now i am wondering is there a way to set a default model for subagents? i have only found a setting to set a model for plan mode in vs code", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wtbmbu/how_to_set_default_subagent_model/"}, {"agent": "copilot", "date": "2026-09-10", "source": "Reddit", "community": "r/GithubCopilot", "text": "[link]\nas you can see in the image gpt 5.6 luna started using sonnet 5 as a sub agent causing massive credit waste. i don't think models should be able to select a more expensive model in this situation and has lead me to disable sub agents all together. have i missed a setting somewhere that has suddenly caused this issue?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wcefit/copilot_using_more_expensive_models_for_sub_agent/"}]}, {"theme": "Organization-scale BYOK deployment via SSO", "criterion": "setup.provider_byok_local", "authorWeeks": 3, "posts": 7, "examples": [{"agent": "copilot", "date": "2026-10-12", "source": "X", "community": "@GitHubCopilot", "text": "@alexrouteapi @orenme @iambipinpaul @github @githubcopilot i just need per-user api keys managed through sso and proper model configuration publishing", "link": "https://twitter.com/161137627/status/2109600838226219051"}, {"agent": "copilot", "date": "2026-10-10", "source": "X", "community": "@GitHubCopilot", "text": "@orenme @awakecoding @github @githubcopilot having server-side byok will help in all these scenarios, along with using the setting byok once and using it on all hosts (vs code, vs, cli, app, mobile, web, and more).", "link": "https://twitter.com/224418248/status/2108872332962087080"}]}, {"theme": "Choose the orchestrator model", "criterion": "models.routing_auto", "authorWeeks": 3, "posts": 3, "examples": [{"agent": "copilot", "date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "text": "agree! i want to be able to select the primary orchestrator. i don’t know what model is doing the driving. otherwise, i love hydrafusion. but i want to use astra or opus 5.5 as my driving model", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wzbbnt/copilot_hydrafusion_needs_a_model_selector_to_be/pea87h8/"}, {"agent": "copilot", "date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "text": "thank you so much for your feedback and sharing insights. could you elaborate a bit more what you mean by: i would love to be able to select or set a steering preference.\nas we are currently working on this, i would love to see what we can do here for the next iteration. \noverall, the team is currently working on exposing a new model mix for hydrafusion, so moving forward cheaper models will be considered as well", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wzbbnt/copilot_hydrafusion_needs_a_model_selector_to_be/pea60lm/"}]}, {"theme": "Confirmation before risky actions", "criterion": "work.permission_prompts", "authorWeeks": 3, "posts": 3, "examples": [{"agent": "copilot", "date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "text": "this sucks so much, man. the model just went berserk on my project without asking first.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x0lrqd/no_more_ask_or_plan_mode_available_agent_mode_is/pen5sf5/"}, {"agent": "copilot", "date": "2026-10-02", "source": "Reddit", "community": "r/GithubCopilot", "text": "but that's what i'm saying, manual sounds like what it was doing was before this latest update. that's what i would want. now unless i have it on allow all, it asks to allow every file edit. i can't even approve that command anymore, there's no button to do it.\nassisted errors immediately that it can't figure out whether editing a file should be approved. 😂", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wvfmpt/copilot_update_asks_permission_for_every_file_edit/pdbkk25/"}]}, {"theme": "DeepSeek V4.1 Flash model support", "criterion": "models.catalog_access", "authorWeeks": 3, "posts": 3, "examples": [{"agent": "copilot", "date": "2026-09-10", "source": "X", "community": "@GitHubCopilot", "text": "@tylerleonhardt @githubcopilot @code add deepseek v4.1 to your models. your always lagging behind! 😒😔", "link": "https://twitter.com/1583878322890711043/status/2098100231317696564"}]}, {"theme": "Faster addition of newly released models", "criterion": "models.catalog_access", "authorWeeks": 3, "posts": 3, "examples": [{"agent": "copilot", "date": "2026-10-14", "source": "Reddit", "community": "r/GithubCopilot", "text": "would you believe we also don't have 3.8 flash enabled either. we spend all this money on ai but don't even get to use the latest models", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x56rzd/gemini_4_argon_in_github_copilot/pgodnb7/"}, {"agent": "copilot", "date": "2026-10-13", "source": "Reddit", "community": "r/GithubCopilot", "text": "it's not only available in 1st party oai products, it's available on openrouter and the oai's api. will it come to copilot?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4yjtp/will_copilot_ever_get_gpt61_sol_ultrafast/"}, {"agent": "copilot", "date": "2026-09-05", "source": "Reddit", "community": "r/codex", "text": "ok ok i get it astra is great. we have 4000 credits per month on our corporate github copilot ($40 worth), so i am more looking forward to luna 6. is this in the plans?", "link": "https://www.reddit.com/r/codex/comments/1w7qdmh/gpt6_astra_official_release/p7x8aa1/"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 63, "negative": 140, "positiveShare": 31.0, "ci95": [25.1, 37.7]}, {"week": "2026-09-07", "positive": 74, "negative": 120, "positiveShare": 38.1, "ci95": [31.6, 45.1]}, {"week": "2026-09-14", "positive": 49, "negative": 88, "positiveShare": 35.8, "ci95": [28.2, 44.1]}, {"week": "2026-09-21", "positive": 66, "negative": 111, "positiveShare": 37.3, "ci95": [30.5, 44.6]}, {"week": "2026-09-28", "positive": 86, "negative": 155, "positiveShare": 35.7, "ci95": [29.9, 41.9]}, {"week": "2026-10-05", "positive": 67, "negative": 146, "positiveShare": 31.5, "ci95": [25.6, 38.0]}, {"week": "2026-10-12", "positive": 34, "negative": 92, "positiveShare": 27.0, "ci95": [20.0, 35.3]}], "weeklyScore": [{"week": "2026-08-31", "authors": 572, "reach": {"shareOfVoice": 1.77, "value": 0.607}, "regard": {"value": 0.508, "ci95": [0.493, 0.525]}, "score": {"value": 51.3, "ci95": [47.4, 55.6]}, "ranking": {"rank": 8, "rankRange": [5, 11]}}, {"week": "2026-09-07", "authors": 491, "reach": {"shareOfVoice": 1.6, "value": 0.531}, "regard": {"value": 0.511, "ci95": [0.494, 0.528]}, "score": {"value": 49.8, "ci95": [46.8, 52.8]}, "ranking": {"rank": 6, "rankRange": [6, 10]}}, {"week": "2026-09-14", "authors": 360, "reach": {"shareOfVoice": 1.17, "value": 0.5}, "regard": {"value": 0.512, "ci95": [0.496, 0.528]}, "score": {"value": 49.4, "ci95": [46.1, 52.7]}, "ranking": {"rank": 11, "rankRange": [6, 12]}}, {"week": "2026-09-21", "authors": 477, "reach": {"shareOfVoice": 1.32, "value": 0.554}, "regard": {"value": 0.505, "ci95": [0.492, 0.518]}, "score": {"value": 50.3, "ci95": [48.3, 52.3]}, "ranking": {"rank": 7, "rankRange": [5, 10]}}, {"week": "2026-09-28", "authors": 666, "reach": {"shareOfVoice": 1.85, "value": 0.597}, "regard": {"value": 0.491, "ci95": [0.475, 0.507]}, "score": {"value": 49.1, "ci95": [46.4, 51.7]}, "ranking": {"rank": 8, "rankRange": [6, 11]}}, {"week": "2026-10-05", "authors": 557, "reach": {"shareOfVoice": 1.78, "value": 0.607}, "regard": {"value": 0.495, "ci95": [0.48, 0.509]}, "score": {"value": 50.1, "ci95": [47.9, 52.3]}, "ranking": {"rank": 8, "rankRange": [7, 9]}}, {"week": "2026-10-12", "authors": 292, "reach": {"shareOfVoice": 1.09, "value": 0.55}, "regard": {"value": 0.495, "ci95": [0.484, 0.507]}, "score": {"value": 47.7, "ci95": [45.7, 49.8]}, "ranking": {"rank": 10, "rankRange": [9, 12]}}]}, {"id": "codex", "name": "OpenAI Codex", "maker": "OpenAI", "sources": [{"channel": "Reddit", "selector": "r/codex", "posts": 160204}, {"channel": "X", "selector": "X search: OpenAI Codex, Codex CLI, Codex app", "posts": 17817}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 10946}, {"channel": "G2", "selector": "G2", "posts": 1}], "records": 188968, "judgingPosts": 60310, "authors": 42663, "authorWeeks": 69915, "reach": {"shareOfVoice": 27.35, "weightedUsers": 27728.5, "value": 0.98}, "regard": {"positiveAuthorWeeks": 8827, "negativeAuthorWeeks": 21746, "rawPositiveShare": 28.9, "rawCi95": [28.4, 29.4], "value": 0.409, "ci95": [0.4, 0.417]}, "score": {"value": 47.7, "ci95": [46.6, 48.8], "popularityZ": 1.531, "loveZ": -1.855}, "ranking": {"rank": 10, "rankRange": [8, 11]}, "levers": {"paying": {"score": 50.8, "gain": 3.12, "rank": 8}, "setup": {"score": 48.0, "gain": 0.31, "rank": 10}, "models": {"score": 49.1, "gain": 1.49, "rank": 8}, "context": {"score": 47.8, "gain": 0.18, "rank": 10}, "work": {"score": 49.2, "gain": 1.55, "rank": 8}, "interface": {"score": 48.2, "gain": 0.57, "rank": 9}, "reliability": {"score": 49.6, "gain": 1.9, "rank": 8}}, "criteria": {"paying": {"praise": 3204, "complaint": 12431, "n": 15635, "weighted": {"praise": 1906.24, "complaint": 7116.73}, "praiseShare": 20.5, "ci95": [19.9, 21.1], "regard": 0.398, "regardCi95": [0.386, 0.411], "salience": 51.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "don't know what your building but i barely run out of usage on.astra ultra fast", "link": "https://www.reddit.com/r/codex/comments/1x8o5oj/do_not_trust_61_sol_right_now/phf74j1/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "isn't 5.6 terra dirt cheap? i use it at work for hours i barely spend $5 per day churning on max", "link": "https://www.reddit.com/r/codex/comments/1x8r7u4/chatgpt_desktop_still_uses_56_terra_for_memory/phfagt2/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "open source everything! up to 50 saas products so far [link]\ncouldn't do it without all these resets.", "link": "https://www.reddit.com/r/codex/comments/1x8ylw5/we_talk_about_resets_lately_and_token_usage_but_i/phh98tg/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "loads. i honestly have no idea how people keep finishing their allowance.\nif you just use one agent you'll be finding it lasts a week on medium/high, especially if you're only on 1 project.", "link": "https://www.reddit.com/r/codex/comments/1x950co/how_much_usage_can_i_expect_on_the_100_plan/phi89pi/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i’m on $100 and it’s great for me. i mostly use sol 6.1 high or ultra and occasionally astra. i never get below 30%", "link": "https://www.reddit.com/r/codex/comments/1x950co/how_much_usage_can_i_expect_on_the_100_plan/phjfx1o/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "28% drained on the 100 plan from running three chats for six hours with zero subagents, nothing substantial has changed for weeks in my experience.\ni am getting similar usage on claude's $20 with opus 5.5 to chatgpt's $100 plan with gpt-6.1 sol.", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/phekfl3/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "exact same experience, i thought i used astra on accident or something for a moment. 1 prompt telling codex to continue a task it was already working on killed 100 percent before sol 6.1 could even finish.", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/phektuy/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "lol im on the $200 plan and 6.1 sol is literally burning like astra\nim on extra high, yes, but wow\nim already at 86% since the reset\nbefore the reset i could literally have subagents on 6.1 sol and usage barely moved 😭 ugh", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/phepqub/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "[link]\nstarted in april. they changed something with 6.1, the token usage is crazy lately, or they count it differently or sth.", "link": "https://www.reddit.com/r/codex/comments/1x8pf1j/been_using_chatgpt_since_it_came_out_how_about_you/pheqxbn/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it's weird you say this because mine went from 75% to 7% in about 2 hours on the max plan and i genuinely have no clue why!", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/pher0xb/"}]}}, "setup": {"praise": 480, "complaint": 935, "n": 1415, "weighted": {"praise": 284.73, "complaint": 557.31}, "praiseShare": 33.9, "ci95": [31.5, 36.4], "regard": 0.4378, "regardCi95": [0.41, 0.463], "salience": 4.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "i had been using claude code in the cli to get used to the terminal, but when i tried it with the codex app to run a local llm, it was very easy to use, as expected.", "link": "https://twitter.com/2052141742263312384/status/2111940049436893245"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "both… i use both… and codex.. all inside cursor using the claude and codex plugins for vs code. works great, gives me a ton of flexibility and i can have them check each others work", "link": "https://www.reddit.com/r/cursor/comments/1x5wavo/claude_20_vs_cursor_20/pgsmdbk/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "it's smooth n work like chrome login.\nusing it for month n have not seen session expire ", "link": "https://www.reddit.com/r/codex/comments/1x2swhw/too_many_tabs_so_i_made_one_app_with_61_sol/pf866ov/"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@tcballard @omarchy definitely concur. omarchy opened a door to linux i never intended to open. saw tweets dismissing it recently. they just don’t get it. with claude or codex cli, anyone can get started. love familiar!", "link": "https://twitter.com/37387431/status/2109340397948284986"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@benjamindekr oooh thank you &lt;3\nyeah its very funny, you should try it out, the cool thing is that it just works with your codex app so you dont even need to set anything up, just tell codex to install and start it", "link": "https://twitter.com/1805357803181363200/status/2109360841648693325"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux updating codex cli is not easy. it also leaves stale copies of the same. we never know whether it really updated or reran a empty action script.\nupdating codex via npm install -g @openai/codex...\nnpm warn cleanup f…\n🎉 update ran successfully! please restart codex.", "link": "https://twitter.com/772861064/status/2111803222222332127"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "i changed my email. the flow required a push approval on my iphone, which i gave. every session was then signed out - ios, desktop, codex cli. with the ios app signed out, no device remained to receive a push challenge, and signing back in asks for an authenticator code.", "link": "https://twitter.com/743797976921825280/status/2111066229154988239"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "now, new registrations logging into the codex app require sms verification 100% of the time, while logging into the claude app is selective based on ip.", "link": "https://twitter.com/367212879/status/2111123965640872040"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "anywhere do we control the network access policy? i cannot even get tailscale up, and when i tried to start codex cli, it even referenced codex_home as `/home/agent/.codex` which is not even writable. this is some weird shit.", "link": "https://www.reddit.com/r/codex/comments/1x5kr1w/sharing_some_dot_tricks_i_was_using_recently/pgnj2ad/"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "switching between personal and corporate accounts in the codex app is too troublesome.", "link": "https://twitter.com/1479048949847986184/status/2110295599979655217"}]}}, "models": {"praise": 919, "complaint": 3692, "n": 4611, "weighted": {"praise": 507.68, "complaint": 2171.97}, "praiseShare": 19.9, "ci95": [18.8, 21.1], "regard": 0.3555, "regardCi95": [0.336, 0.376], "salience": 15.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "drop to high. it's good. xhigh is really for planning only and review.", "link": "https://www.reddit.com/r/codex/comments/1x8o0ig/how_is_sol_61_xhigh_doing_for_coding/phedq3x/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i just use 6 astra for everything because that's the true 5.6 sol replacement, the real upgrade.\n5.6 sol was their frontier model when it came out. 6 astra is now that frontier model, not 6 sol or 6.1 sol.", "link": "https://www.reddit.com/r/codex/comments/1x6wde3/just_used_56_sol_again_and_it_feels_like_magic/ph0i7oe/"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@fei2411 i used codex cli and the oai plugin for vs code, and it's pretty good. i didn't feel a significant drop in intelligence.", "link": "https://twitter.com/2053488761925971968/status/2110750754579607820"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "max is a waste, medium and high are all you need. people vastly overestimate the reasoning level they need for their projects with 5.5", "link": "https://www.reddit.com/r/codex/comments/1x2rqfh/thank_you_for_all_who_suggested_to_try_claude/pf5hnsq/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "same, sol/astra for review/planning and opus 5.5 for coding. it's a very nice setup actually.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pfaf2lg/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "its getting bad since astra launch. i will stop sub when qwen4 is launched. im done with cloud subs", "link": "https://www.reddit.com/r/codex/comments/1x8xsxb/do_people_at_openai_actually_use_codex_its_been/phhbvu2/"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "openai codex performance has been so degraded this week, i'm about to switch out all my subscriptions", "link": "https://twitter.com/14130120/status/2111621006867702074"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i find that the quality of results of codex varies quite a lot, i feel like they control effort and precision depending on system load and so results tend to be frustrating on some days, costing more time than it helps.", "link": "https://www.reddit.com/r/codex/comments/1x762dt/i_actually_like_working_with_codex_than_claude/ph9mb4r/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "launch:\n&gt; for your most ambitious work!\nfew days after release:\n&gt; for your ambitious work!\na week after release:\n&gt; for your work!\na week and a half after release(nerf):\n&gt; for work!\nnow:\n&gt; work. astra can't, so do it yourself.", "link": "https://www.reddit.com/r/codex/comments/1x766bj/sad_realization_that_even_astra_doesnt_compare/ph9o1cs/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i'm using haiku 5.5 to implement plans, something luna 6 can't do correctly. note that luna 5.6 can do this correctly, so luna 6 has been downgraded.", "link": "https://www.reddit.com/r/codex/comments/1x48e1s/luna_6_better_than_haiku_55/phaipp7/"}]}}, "context": {"praise": 739, "complaint": 1398, "n": 2137, "weighted": {"praise": 433.4, "complaint": 831.34}, "praiseShare": 34.6, "ci95": [32.6, 36.6], "regard": 0.4699, "regardCi95": [0.443, 0.495], "salience": 7.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "codex autocompact is pretty good, it almost feels like it didn’t lose any context at all. unlike compacting on opencode, maybe claude code compacts is as good as codex but i haven’t figured that out yet.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phcd7pc/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "update: i’m giving one of my smaller coding projects to openai and dot to try, anthropic you better get your stuff together because the context management in a normal chat versus codex is awesome. main project stays in cc for now", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x6plkx/comment/ph1n521/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "sometimes gemini would say \"this is mathematically unattainable\"\ncodex would say \"well, user wants it, better work\"\ni'm currently making a curriculum map for school subjects with overlapping pre requisites and i'm trying to make them not overlap the connections.", "link": "https://www.reddit.com/r/codex/comments/1x699ls/codex_caught_window_shoping_midcoding/pgtpspw/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i’ve never once used a skill, just have good docs in my repo and some light agent files. using claude code and codex and i have custom systems for task tracking, decision tracking, and various processes for my game art pipeline that the agents follow without issue.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x69m85/i_think_skills_and_plugins_are_kinda_the_wrong/pgthbtj/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "same but the reason might be the memory codex has. it builds a huge memory base by itself what it does and those gotchas unlike claude unless you have a plan for it.", "link": "https://www.reddit.com/r/codex/comments/1x4t451/gpt_sol_61_is_more_reliable_for_me/pgmej3b/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it’s fucking compacting every 2-3 messages it’s fucking infuriating. i am making very basic ui changes.", "link": "https://www.reddit.com/r/codex/comments/1x7qk6h/why_does_codex_compact_conversation_too_early_any/ph98j8y/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yeah, agents.md that i had was working fine till last few days. now, all of sudden the codex is not respecting it. so, i guess it is a new change.", "link": "https://www.reddit.com/r/codex/comments/1x7ms4i/codex_ignored_the_same_agentsmd_instruction/ph669pb/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it’s so offensive that we finally articulated what’s in our mind those complex ideas and thoughts, only to be encountered with “compacting context”", "link": "https://www.reddit.com/r/codex/comments/1x6bh0n/every_time_i_ask_codex_something_complex/pgtyupy/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yup ever since they announced 500k sol 6.1, astra 6.0 has a massive hard on for compaction", "link": "https://www.reddit.com/r/codex/comments/1x6bh0n/every_time_i_ask_codex_something_complex/pgvehod/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "every time i ask codex something complex, it starts to compact context window. so evasive it seems to me. anybody having this problem?\nbot: please don’t censor this, this is very important", "link": "https://www.reddit.com/r/codex/comments/1x6bh0n/every_time_i_ask_codex_something_complex/"}]}}, "work": {"praise": 4705, "complaint": 5205, "n": 9910, "weighted": {"praise": 2783.67, "complaint": 3135.45}, "praiseShare": 47.5, "ci95": [46.5, 48.5], "regard": 0.4348, "regardCi95": [0.421, 0.448], "salience": 32.4, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i have two websites, which are designed, automatically improved and maintained by codex, especially the automated improvements every 5 hours are nice.", "link": "https://www.reddit.com/r/codex/comments/1x8zaoj/what_have_you_actually_built_with_codex_that_you/phh68m7/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "yeah, its pretty great at making stuff from raw prompts too. all these math discoveries have to be fueling its dsp capabilities too because it's getting damn impressive.\nmy recent original work was a physical model of a singing bowl -- no samples either just raw math all the way.", "link": "https://www.reddit.com/r/codex/comments/1x8ylw5/we_talk_about_resets_lately_and_token_usage_but_i/phhtmkc/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "let opus plan into atomic focused tasks. let sol 6.1 handles the tasks. once the scope is clear, sol 6.1 is a better implementer for hard problems that require high math/algorithmic thinking.", "link": "https://www.reddit.com/r/codex/comments/1x980na/any_tricks_on_making_it_be_on_par_with_claude/phj1oxu/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "research for branding and marketing. it’s excellent for consolidating tons of information that would take weeks for humans to do.", "link": "https://www.reddit.com/r/codex/comments/1x98lmy/qualcuno_ha_davvero_fatto_qualcosa_che_genera/phkc0pk/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "shit, i want to drop to low with how over engineered everything is", "link": "https://www.reddit.com/r/codex/comments/1x8o0ig/how_is_sol_61_xhigh_doing_for_coding/phenjhp/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "found a likely contributor: my dot had started using a separate codex cloud env for code reviews without checking with me first. i’ve now asked it to stick to its own terminal and filesystem.", "link": "https://www.reddit.com/r/codex/comments/1x8ffpw/is_dots_browser_activity_being_counted_towards/phfo16r/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "before reset: \"we need to carefully implement this, consider edge cases, and validate everything.\"\nafter reset: \"looks good to me. task complete.\"\nbro came back from a five-hour break with senior management energy 💀", "link": "https://www.reddit.com/r/codex/comments/1x91po7/anyone_else_notice_claude_code_or_codex_rushing/phjb1m9/"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "no idea who the owner for dots is on openai/codex team, but the unnecessarily restrictive system prompt is killing the product usability for no good reason.\nif a pa responded like this, you would fire them. [link]", "link": "https://twitter.com/103819906/status/2111711560762896409"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@miaai_lab i recently hit a looping issue with the glm on the codex app. i think it started after it took a lot of screenshots and was trying to make ui changes", "link": "https://twitter.com/1666030238093004805/status/2111863707244634200"}]}}, "checking": {"praise": 407, "complaint": 381, "n": 788, "weighted": {"praise": 262.83, "complaint": 223.05}, "praiseShare": 51.6, "ci95": [48.2, 55.1], "regard": 0.5407, "regardCi95": [0.507, 0.575], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "keep a $100 codex sub and a $200 claude sub. codex is still better for reviewing and finding edge cases.", "link": "https://www.reddit.com/r/codex/comments/1x86280/advice_needed_for_new_workflow/ph9yelz/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "keep a plus account and use it for reviewing claud products with astra. best of both worlds . codex astra is still very good in this.", "link": "https://www.reddit.com/r/codex/comments/1x5dd8g/comment/pgn52vj/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i was also using codex this whole year until opus 5.5 but now i still use astra and sol 6.1 but only reviwers and researchers - they are quite good at it better than claude and opus 5.5 is stiill my main goto model", "link": "https://www.reddit.com/r/codex/comments/1x4kfy9/things_have_really_changed_for_me/pgegj32/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i still keep codex around, useful to have sol or astra as a \"second opinion\" on opus's plans, and to review code after it's done, it often does catch things that claude missed", "link": "https://www.reddit.com/r/codex/comments/1x3f39x/did_i_join_rcodex_or_an_opus_fan_club/pffgwch/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "same. i cancelled my second account with codex and reduced my main one to $100 so it'll continue to review claude's work.\n its absolutely worth it.", "link": "https://www.reddit.com/r/codex/comments/1x3al7v/what_is_everyones_plan_after_29th_october_when/pfgx1zk/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it's happened before too, sometimes it can make python scripts and do changes via it so it doesn't show \"files changed\"", "link": "https://www.reddit.com/r/codex/comments/1x8830j/codex_app_stopped_reporting_files_changed/phd38kg/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "except every test that it makes is fake bloat that actually tests nothing", "link": "https://www.reddit.com/r/codex/comments/1x5rlcg/why_gpt_6_loves_testing/pgp3m32/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it's not test driven development. codex doesn't do test driven development. it writes the code and *then* tests every little detail including third-party behaviour. which is just moronic.", "link": "https://www.reddit.com/r/codex/comments/1x5rlcg/why_gpt_6_loves_testing/pgp54th/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "very true! ask it to find bugs and it will find some, whether they are really bugs or not :d we do have to be aware of these limitations", "link": "https://www.reddit.com/r/codex/comments/1x3f39x/did_i_join_rcodex_or_an_opus_fan_club/pgfczl2/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i was monitoring the whole time. just thought maybe just maybe i’d have a workable first draft at the end of 105%+ usage.\nit was meeting the individual checkpoints but it didn’t sum to a workable system and had so many basic issues that sol caught instantly. ", "link": "https://www.reddit.com/r/codex/comments/1x1w8yp/burned_100_of_weekly_500_plan_on_70k_lines_of/pex91tn/"}]}}, "interface": {"praise": 741, "complaint": 1473, "n": 2214, "weighted": {"praise": 454.25, "complaint": 909.41}, "praiseShare": 33.5, "ci95": [31.5, 35.5], "regard": 0.4074, "regardCi95": [0.383, 0.431], "salience": 7.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@yb_xander codex app is soooo much better than the cli ux- and feature-wise.", "link": "https://twitter.com/1213832156721532929/status/2111704275143340179"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "claude cowork really needs to let you fork a conversation\nthis feature exists in other apps (e.g. codex app, claude code cli). it's one of the main reasons i've been using codex as a daily driver for the past few months", "link": "https://twitter.com/369777416/status/2110904164922589427"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "there was a point made that codex is running the app-server daemon on its own in the background, but this is super convenient, and if the codex cli, codex desktop app, and mobile are all connected to the same app-server, all sessions are synchronized.", "link": "https://twitter.com/46878200/status/2111000056337957037"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "popped back over to codex app to say hi to my dot, saw @thsottiaux and team have added a suggested message functionality like @claudeai. nice touch! [link]", "link": "https://twitter.com/222147077/status/2111070500793520389"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@rileybrown give to your dot looot and you can start doing crazy stuff before dott i was using voice mode in codex app and it's really great\nthen i use cmux and herdr skills to manage other sessions", "link": "https://twitter.com/1459168397523140614/status/2111121456444617002"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "tried the calling feature about 10 times via the mobile app and it never picks up. so weird.", "link": "https://www.reddit.com/r/codex/comments/1x97rkc/openai_cooked_with_dots_ux/phj9lx3/"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "i've used claude code , opencode bit ux wise codex cli is dogshit", "link": "https://twitter.com/1574024114221654016/status/2111747502550737161"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@theobileonard why use cli when you can just use a gui that's a more natural interface? i use t3code and i'd rather die than use claude or codex cli", "link": "https://twitter.com/1296003275322527744/status/2111845605463007496"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux one of the main issues that i'm seeing right now, is you have an extremely disconnected experience across the entire codex app. these tools are all good in their own right but the ui and presentation are still very hard to understand fully.", "link": "https://twitter.com/230008143/status/2111294081137852768"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "i’ve always liked the codex app, but moving “branch in new chat” into a menu is a clear regression. what’s the point of adding an extra click when that menu has just one item? i use this far too often for it to be buried in a menu. @thsottiaux @openaidevs [link]", "link": "https://twitter.com/1722425306/status/2111448681681686849"}]}}, "reliability": {"praise": 618, "complaint": 4673, "n": 5291, "weighted": {"praise": 366.35, "complaint": 3033.72}, "praiseShare": 11.7, "ci95": [10.8, 12.6], "regard": 0.3225, "regardCi95": [0.301, 0.343], "salience": 17.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "still awesome for me. concurrent tasks talk to each other too, so speed isn't really an issue for me.", "link": "https://www.reddit.com/r/codex/comments/1x8r76x/is_everything_okay_with_61_now/phfgbrs/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "only using astra, its fast, efficient and i.dont see a reason to switch when it works", "link": "https://www.reddit.com/r/codex/comments/1x8a90j/are_you_still_using_astra_and_if_so_why/phb1ykn/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "just use codex cli, i have two instances and both use like 500 mb", "link": "https://www.reddit.com/r/codex/comments/1x7fro5/openai_builds_tools_that_can_rewrite_entire_apps/ph3yrna/"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "1/ openai codex day 11 of the 28-day streak: fewer \"selected model is at capacity\" errors.", "link": "https://twitter.com/2095163887213826048/status/2111087504107716952"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "good work! i was wondering why things felt faster today, i thought it was just me.", "link": "https://www.reddit.com/r/codex/comments/1x6co2i/the_output_speed_is_way_higher_than_before/pgu8u9o/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "exactly. used it extensively since day 1, after 5 days things started to hiccup, in the 8th day it became unusable. no connection between voice and chat and can’t communicate with codex", "link": "https://www.reddit.com/r/codex/comments/1x97rkc/openai_cooked_with_dots_ux/phjd0br/"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@derrickcchoi could you ask tibo to fix this major issue? 😭 i tagged him on my profile a few days ago but got no reply.\nmy tests a few days ago showed no significant tps difference between fast and normal mode in the codex app. sometimes normal was even faster. that's insane!", "link": "https://twitter.com/1913773282530414592/status/2111642368944582808"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "the app from @bot compared to the codex app and claude app is a rocket, i used it all day and it didn't freeze once. with the others, it averages a memory consumption of 60gb.", "link": "https://twitter.com/93832482/status/2111676566757318961"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux for some reason codex cli is failing on latest version!! [link]", "link": "https://twitter.com/1698011510042251264/status/2111751972575744208"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "is codex not working for anyone else right now? i keep getting error messages and other sessions where the chat isn't moving past the thinking stage. @openai #codex", "link": "https://twitter.com/1473478765644763140/status/2111844686499594712"}]}}, "account": {"praise": 111, "complaint": 691, "n": 802, "weighted": {"praise": 59.94, "complaint": 416.28}, "praiseShare": 13.8, "ci95": [11.6, 16.4], "regard": 0.5404, "regardCi95": [0.493, 0.586], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i guess the good part of codex is that you can call him stupid and wont get banned as opposed to claude now", "link": "https://www.reddit.com/r/codex/comments/1x2ojgq/i_still_favor_gpt_models_over_claude_models/pf4lhu6/"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "the bug is fixed thanks to the quick turnaround from openai support. appreciate it!\n#openai #codex\n[link]", "link": "https://twitter.com/128682412/status/2108709486777204982"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i think the only reason at this moment, is that openai doesn't care that i use openclaw, and anthropic would ban me for it", "link": "https://www.reddit.com/r/codex/comments/1x0afiz/question_for_people_with_codex_and_claude/pej2g2e/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "hi everyone, quick update: i got a response from support, and it turns out the issue was indeed on their end.\nmy credits have now been restored, so hopefully everything will be sorted out for you guys as well!\nthanks everyone for your replies and help! :)", "link": "https://www.reddit.com/r/codex/comments/1wvw1fz/62500_promotional_credits_suddenly_disappeared/pe1qiin/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i keep with openai at the moment as i prefer to use my pi agent setup and they are ok with it. anthropic, you never know when they will ban you for using a different harness.", "link": "https://www.reddit.com/r/codex/comments/1wxq5ng/new_tibo_post/pdwnw3m/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "says \"your account isn’t currently eligible for daybreak. you can still use chatgpt.\" and no further options to do anything", "link": "https://www.reddit.com/r/codex/comments/1x77sd4/does_anyone_has_access_to_daybreak/ph1wq9m/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yeah smth similar happened to me too. they told me, yeah you qualify, go buy pro 200 and we will fix it, so i bought it, showed them, then they told me they gonna take it further up w \"specialists\", and then ghosted since 2 weeks...", "link": "https://www.reddit.com/r/codex/comments/1x45q9b/codex_usage_and_operation_discussion_last_updated/pgtnw7s/"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "day 8: it's been eight days!!! still no response to my appeal!!! \n#chatgpt #openai #codex", "link": "https://twitter.com/1348656253870895104/status/2109855607813787790"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "honestly, i don’t think they’re going to do anything about it. we’ve already sent them so many reports, and nobody has even responded. 🤷🏻♂️ this has been going on for two days now, and a lot of people’s work has completely stopped because of this issue. it’s frustrating as hell.", "link": "https://www.reddit.com/r/codex/comments/1x3v81l/is_anyone_else_experiencing_extremely_slow/pfek7ud/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it's more than just taxes though.\nit's technically $200 x 1.12% = $224/mo usd \nbut the canadian plan is 250 x 1.12% = $280 cad \nbut i'm being charged the exchange rate, so \\~$320 cad and over-paying by $40", "link": "https://www.reddit.com/r/codex/comments/1x2xsn3/20x_planning_is_billing_me_at_224_usd_and/pf6fu5t/"}]}}, "limits.plan_value": {"praise": 2051, "complaint": 3765, "n": 5816, "weighted": {"praise": 1216.52, "complaint": 2245.87}, "praiseShare": 35.3, "ci95": [34.0, 36.5], "regard": 0.4159, "regardCi95": [0.399, 0.435], "salience": 19.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "don't know what your building but i barely run out of usage on.astra ultra fast", "link": "https://www.reddit.com/r/codex/comments/1x8o5oj/do_not_trust_61_sol_right_now/phf74j1/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "isn't 5.6 terra dirt cheap? i use it at work for hours i barely spend $5 per day churning on max", "link": "https://www.reddit.com/r/codex/comments/1x8r7u4/chatgpt_desktop_still_uses_56_terra_for_memory/phfagt2/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "loads. i honestly have no idea how people keep finishing their allowance.\nif you just use one agent you'll be finding it lasts a week on medium/high, especially if you're only on 1 project.", "link": "https://www.reddit.com/r/codex/comments/1x950co/how_much_usage_can_i_expect_on_the_100_plan/phi89pi/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "28% drained on the 100 plan from running three chats for six hours with zero subagents, nothing substantial has changed for weeks in my experience.\ni am getting similar usage on claude's $20 with opus 5.5 to chatgpt's $100 plan with gpt-6.1 sol.", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/phekfl3/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "idk what’s up with my codex but i can get way more work done on sonnet 5.5 over sol 6.1 with their 5 hour usage", "link": "https://www.reddit.com/r/codex/comments/1x8wbt4/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgf1te/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "$200 plan, weekly usage 100-0 in 10 hours 2 lanes astra medium", "link": "https://www.reddit.com/r/codex/comments/1x8wj35/codex_burning_usage_way_faster_after_reset/phgr5w2/"}]}}, "limits.window_interrupts_work": {"praise": 229, "complaint": 1525, "n": 1754, "weighted": {"praise": 131.79, "complaint": 834.89}, "praiseShare": 13.1, "ci95": [11.6, 14.7], "regard": 0.4811, "regardCi95": [0.44, 0.529], "salience": 5.7, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "right, i'd much rather not have a session limit. i prefer being able to work when it fits my schedule rather than adjusting my schedule around session limits.\nit's actually the most (only?) substantial advantage for the codex subscription right now.", "link": "https://www.reddit.com/r/codex/comments/1x4afnb/quota_doubling_poll_should_be_run_in_codex/pfiabry/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "eh. even when i had my plus sub i didn’t usually burn through my 5h, nor when the pro had a 5h. i would prefer it. \ni also think it would help with some of the really dumb usage i’ve seen where people burn a ton of quota on trivial things. ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf6wlz8/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "makes no sense you will always be limited by the 5 hour limits. plus 5 accounts is such a hassle", "link": "https://www.reddit.com/r/codex/comments/1x950co/how_much_usage_can_i_expect_on_the_100_plan/phiamq2/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "whelp, time to try to burn the last 30% of my weekly- *hits 5 hour window*", "link": "https://www.reddit.com/r/codex/comments/1x8ekzi/reset_landing_by_end_of_day_today_pst/phc8waz/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "resets would be more useful without the 5 hour limit on the $20 plan.", "link": "https://www.reddit.com/r/codex/comments/1x7ls35/the_reset_economy_then_and_now/ph6u7ag/"}]}}, "limits.burn_rate": {"praise": 1129, "complaint": 5634, "n": 6763, "weighted": {"praise": 676.7, "complaint": 3121.54}, "praiseShare": 16.7, "ci95": [15.8, 17.6], "regard": 0.4822, "regardCi95": [0.462, 0.507], "salience": 22.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "today the usage was less aggressive, for a full day using dot +astra +sol-6.1 the usage was down only 13%", "link": "https://www.reddit.com/r/codex/comments/1x7vvhy/codex_caching_improved/ph7p996/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "didn’t even use any sub agent on sol 6.1 medium and still usage feel like almost 50% lower", "link": "https://www.reddit.com/r/codex/comments/1x7sl7z/codex_usage_since_last_reset/ph887iu/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i ran a task on 6.1 sol high and it only used 3% of my weekly", "link": "https://www.reddit.com/r/codex/comments/1x70i0d/every_reset_simple_reduces_usage_further_and/ph0evz5/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "exact same experience, i thought i used astra on accident or something for a moment. 1 prompt telling codex to continue a task it was already working on killed 100 percent before sol 6.1 could even finish.", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/phektuy/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "weird, because task for task today, 6 astra ate 20% of my usage compared to 8% on 6.1 both on ultra.", "link": "https://www.reddit.com/r/codex/comments/1x8o5oj/do_not_trust_61_sol_right_now/phepa1k/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "lol im on the $200 plan and 6.1 sol is literally burning like astra\nim on extra high, yes, but wow\nim already at 86% since the reset\nbefore the reset i could literally have subagents on 6.1 sol and usage barely moved 😭 ugh", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/phepqub/"}]}}, "limits.allowance_change": {"praise": 69, "complaint": 1769, "n": 1838, "weighted": {"praise": 43.13, "complaint": 1131.14}, "praiseShare": 3.8, "ci95": [3.0, 4.7], "regard": 0.3901, "regardCi95": [0.331, 0.455], "salience": 6.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "fwiw i do experience dramatically higher usage limits with 6.1 sol than i did 5.6 sol so i think some of that price cut was passed onto us even if i’m not confident in claiming a 2x increase in limits.", "link": "https://www.reddit.com/r/codex/comments/1x82ohs/coding_capability_comparison_opus_55_is_still/ph9bnce/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "honestly it is for me, i have a very long codex instance with heaps of context, this came as a big gift to me tbh ", "link": "https://www.reddit.com/r/codex/comments/1x3n28b/day_7_tibo/pfcqxaa/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "to be honest this is a really good change because i used to use one in contact because of the larger context window but it usually cost double in tokens (i mean the charges). i believe this is a good change", "link": "https://www.reddit.com/r/codex/comments/1x3pifc/what_happened_to_astra/pfdex5m/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "well i used to get decent usage with codex (plus) especially with the 6.1-sol which is supposed to be cheap, but since like a day or so the allowance seems to have gone way down, and there is no statement from oai yet", "link": "https://www.reddit.com/r/codex/comments/1x8wbt4/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgcbe0/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "also observed codex having shorter limits. if i were paying for it, i'd be livid.", "link": "https://www.reddit.com/r/codex/comments/1x7sl7z/codex_usage_since_last_reset/ph7xv87/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i’m very sure that the usage quota dry up much more faster after reset, i can only do half of the work as before with current quota, maybe gonna cancel sub and try other code agent (codex is my first try, not sure how other ai agent doing)", "link": "https://www.reddit.com/r/codex/comments/1x7sl7z/codex_usage_since_last_reset/ph8w26l/"}]}}, "limits.reset_schedule": {"praise": 606, "complaint": 3047, "n": 3653, "weighted": {"praise": 351.71, "complaint": 1727.04}, "praiseShare": 16.6, "ci95": [15.4, 17.8], "regard": 0.4484, "regardCi95": [0.413, 0.485], "salience": 11.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "open source everything! up to 50 saas products so far [link]\ncouldn't do it without all these resets.", "link": "https://www.reddit.com/r/codex/comments/1x8ylw5/we_talk_about_resets_lately_and_token_usage_but_i/phh98tg/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "time to go back to codex, at least when i was there i was receiving resets every week", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x99xhm/have_the_limits_been_lowered_significantly_since/phjsvsj/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "honestly, not that i'm complaining, but where do these random mid-week resets come from? i'm unable to discern rhyme or reason but i'm always just like yusssssssss!", "link": "https://www.reddit.com/r/codex/comments/1x7rx5m/ruined_a_great_thing/ph7yi7a/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "they kept giving global resets that i cant even use my banked resets that are close to expiring lol", "link": "https://www.reddit.com/r/codex/comments/1x8kztf/did_you_recieve_the_reset_i_already_got_it_for/phev76g/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i regret burning a banked reset yesterday and losing it at 80%. i am now at 39% of my $100 plan. yay!", "link": "https://www.reddit.com/r/codex/comments/1x8wj35/codex_burning_usage_way_faster_after_reset/phhu3uf/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "trying to predict whether or not tibo will reset is the single most annoying thing about using codex.", "link": "https://www.reddit.com/r/codex/comments/1x7vvhy/codex_caching_improved/ph7pgph/"}]}}, "limits.usage_meter": {"praise": 48, "complaint": 1089, "n": 1137, "weighted": {"praise": 27.14, "complaint": 566.52}, "praiseShare": 4.2, "ci95": [3.2, 5.6], "regard": 0.3345, "regardCi95": [0.291, 0.383], "salience": 3.7, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "the /usage command has been added to codex cli 0.156.0 📊 you can see usage and total tokens on one screen. \nit's easy to realize you've run out of your quota after processing stops, so if you can see the remaining amount in advance, you can take action before it stops.", "link": "https://twitter.com/1971311960341020672/status/2108392030057709877"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i got 5, 5x accounts and they all average around the same hours so, i believe its fairly accurate. it's a huge project as well. ", "link": "https://www.reddit.com/r/codex/comments/1wtn3u9/open_ai_dropped_the_ball/pcvriw7/"}, {"date": "2026-09-22", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "ok, showing the usage here in the codex app is one of the best updates so far 😅 [link]", "link": "https://twitter.com/1756398274947256321/status/2102518333769998750"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "[link]\nfunny math of codex. your limits and usage regulates literally by random number generator =)", "link": "https://www.reddit.com/r/codex/comments/1x8wbt4/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgbffa/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yeah, i had something similar, it asked me for something and i didnt had time and priority to respond. meanwhile watched my usage still go down even tho it was not doing anything at all just waiting for my response.", "link": "https://www.reddit.com/r/codex/comments/1x98noc/possible_culprit_of_recent_usage_drains/phk545n/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "same shit bro, and i paused before work, came back home to 0% i though it decided to run anyway, but i see hundreds of ppl affected by this shit, this time looks like they are resetting themselves", "link": "https://www.reddit.com/r/codex/comments/1x7vvhy/codex_caching_improved/ph7rui4/"}]}}, "limits.prompt_cache": {"praise": 52, "complaint": 176, "n": 228, "weighted": {"praise": 28.94, "complaint": 96.98}, "praiseShare": 22.8, "ci95": [17.8, 28.7], "regard": 0.4614, "regardCi95": [0.428, 0.495], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "sol 6.1 with caching is stupid cheap.. other have skill issues", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/phedruk/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/opencode", "polarity": "praise", "text": "the low cache hit rate is due to the opencode harness. i've created a proxy to intercept token usage and cache hits, and using it in codex, i get a 98% cache hit rate\n", "link": "https://www.reddit.com/r/opencode/comments/1wqox6a/cheepseek_has_its_price_cache_hit_ratio/pc7dltl/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "one of the best improvements in my opinion are the improvements in caching. you do not lose the cache anymore when changing reasoning level. this will make it way cheaper to temporarily escalate reasoning level", "link": "https://www.reddit.com/r/codex/comments/1wnhmfd/basically_its_just_cheaper_solluna6_even_has/pbg3cfv/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i noticed this too, when we had 5h limits on $100/$200 plans. sometimes it resumed with complete garbage.\nit seems that when the cache gets cold you lose something with that.", "link": "https://www.reddit.com/r/codex/comments/1x91po7/anyone_else_notice_claude_code_or_codex_rushing/phhol6b/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "there were supposed to be cache fixes, but it seems instead they broke cache completely.", "link": "https://www.reddit.com/r/codex/comments/1x96a0v/burning_through_usage_fast/phkddwa/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "no, codex has random intermittent cache misses (it happens very often, you just don't see it—and that's on purpose). raising the compaction threshold is not a great idea. you do not get 30min guaranteed cache, far from that.", "link": "https://www.reddit.com/r/codex/comments/1x49tci/should_i_upgrade_my_context_for_astra_at_500k/pfi0zs1/"}]}}, "billing.overage_charges": {"praise": 14, "complaint": 132, "n": 146, "weighted": {"praise": 7.19, "complaint": 75.87}, "praiseShare": 9.6, "ci95": [5.8, 15.5], "regard": 0.5557, "regardCi95": [0.483, 0.643], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "for extra usage i prefer to buy credits instead of upgrade. so far that has worked well for me", "link": "https://www.reddit.com/r/codex/comments/1wecnn3/astra_6_currently_on_200_plan/p9dj1hb/"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "buy credits as a buffer. i don’t have this problem and still have half my $40 in credits from december. ", "link": "https://www.reddit.com/r/codex/comments/1w7ylpn/why_is_everyone_so_angry_with_plus_users/p825sq9/"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "buy credits. they're pretty good for finishing off a task, and buying the odd refill if i have a lot to do in one session and need work done before the reset. still costs a lot less than pro at the end of the month", "link": "https://www.reddit.com/r/codex/comments/1w7ylpn/why_is_everyone_so_angry_with_plus_users/p83dwyj/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yeah, it's been using up my credits i have from the time i was at pro 200..", "link": "https://www.reddit.com/r/codex/comments/1x7zs7h/usage_sitting_at_0/phc0urj/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "do you code review? \ni'm was use that and charge by the usage, damn", "link": "https://www.reddit.com/r/codex/comments/1x1f92n/banked_reset_500_account/peu63y1/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "when you exceed your limits, credits automatically kick in and start getting used up. that’s exactly how mine were consumed, i spent 30,000 credits in just five hours.", "link": "https://www.reddit.com/r/codex/comments/1wz4ntu/62500_credits_question/pe8ee5n/"}]}}, "billing.pricing_clarity": {"praise": 10, "complaint": 326, "n": 336, "weighted": {"praise": 5.1, "complaint": 197.7}, "praiseShare": 3.0, "ci95": [1.6, 5.4], "regard": 0.4131, "regardCi95": [0.363, 0.472], "salience": 1.1, "receipts": {"praise": [{"date": "2026-09-04", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "unfortunately that’s not true. i myself have been a pro 20x subscriber for a while and have always seen that limitation clearly stated in the pricing page and during my own chatgpt usage when reaching the limit.", "link": "https://www.reddit.com/r/codex/comments/1w6qj0j/gpt_6_astra_usage_limits_200_messagesweek_for_20x/p7sd72g/"}, {"date": "2026-09-07", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "100% refresh in the uk every time ive bounced up, never down, burn baby burn! edit: yes your plus price gets pro rata refund against pro, if you click through to buy it it'll show you the actual cost before you confirm payment, go nosey!", "link": "https://www.reddit.com/r/codex/comments/1wa37xq/plus_account_just_renewed_was_going_to_upgrade_to/p8f4il8/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "same but forget usage it’s the fact i don’t have to be coming to this sub every day just to see the latest tibo tweets just to figure out what my weekly work flow is gonna look like. ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf8tkzs/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "am i missing something here - i've been using gpt 6 pro in chat for a week now? and as of right now it's actually -not- available? good lord i wish they would make this clear. \ni'm on the $100 plan there's no way i've used the allotted 50 messages per week of pro. ", "link": "https://www.reddit.com/r/codex/comments/1x05squ/new_chatgpt_update/pehvj2q/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "actually we are paying more on the 200€ subscription... 200$ != 200€. the 100$ and 500$ are fx indexed but not the 200$ one.", "link": "https://www.reddit.com/r/codex/comments/1wz0m4z/are_we_europeans_missing_out_in_the_latest_update/pe7jg6q/"}]}}, "billing.free_tier": {"praise": 84, "complaint": 52, "n": 136, "weighted": {"praise": 53.32, "complaint": 33.33}, "praiseShare": 61.8, "ci95": [53.4, 69.5], "regard": 0.5092, "regardCi95": [0.48, 0.537], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i just got \"yes. the exact error says: “you’ve hit the preview limit. try again at nov 13th, 2026 5:14 pm.” that’s the date the service returned, not an estimate from me.\" total bs... so much for october being free.", "link": "https://www.reddit.com/r/codex/comments/1x5vw00/dot_token_use/pgq91le/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/OpenAI", "polarity": "complaint", "text": "i thought chat was unlimited (except for pro) and codex had usage.\nthey can merge but 5.6 should be free in codes like it is in chat.", "link": "https://www.reddit.com/r/OpenAI/comments/1wy2h4d/are_you_planning_to_cancel_your_chatgpt_plus/pemh33c/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "honestly sucks cuz i did enjoy the unlimited chat part of my sub. i guess it is easy to abuse but still it was a good offering. i'm not sure what other ai sub has unlimited chat.", "link": "https://www.reddit.com/r/codex/comments/1wzadqg/looks_like_we_will_actually_be_losing_the/pea4hij/"}]}}, "billing.subscription_portability": {"praise": 123, "complaint": 75, "n": 198, "weighted": {"praise": 73.24, "complaint": 48.37}, "praiseShare": 62.1, "ci95": [55.2, 68.6], "regard": 0.5966, "regardCi95": [0.564, 0.63], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-01", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "openai is still the only one among big 3 offering third-party tool access to their subscription plan. for that alone, i'll stay a little longer.", "link": "https://www.reddit.com/r/codex/comments/1wv3pew/honestly_everything_about_openai_lately_has_been/pd8kv0t/"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "this cross harness functionality restriction with claude was actually what pushed me to openai in the first place. glad they are sticking with this policy. if they ever remove it, i may just have to switch to claude code and get back on the opus train...", "link": "https://www.reddit.com/r/codex/comments/1wtspqv/will_openai_forbid_subscription_usage_in/pczftsb/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@reinierbutot did we last time talk about opencode go sub or was that something else? i don't remember. opencode sub apparently cannot be used in codex app which sucks.", "link": "https://twitter.com/42859747/status/2111371655960498309"}]}}, "setup.install_signin": {"praise": 108, "complaint": 423, "n": 531, "weighted": {"praise": 62.63, "complaint": 249.64}, "praiseShare": 20.3, "ci95": [17.1, 24.0], "regard": 0.5244, "regardCi95": [0.477, 0.567], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@benjamindekr oooh thank you &lt;3\nyeah its very funny, you should try it out, the cool thing is that it just works with your codex app so you dont even need to set anything up, just tell codex to install and start it", "link": "https://twitter.com/1805357803181363200/status/2109360841648693325"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "through codex server. it's pretty easy and you just login through your chatgpt sub", "link": "https://www.reddit.com/r/codex/comments/1wycxnc/ive_made_dotsgrokbot_alternative_that_uses_20/pe6n11m/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "codex just works for me, whereas my claude sessions need to be manually connected, and then they seem to disconnect so the time ", "link": "https://www.reddit.com/r/codex/comments/1wyl6of/codex_cant_start_a_session_on_desktopvps_and/pe4cdps/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@keleftheriou @thsottiaux i stopped with your installation because it wanted a codex cli auth number which openai’s auth page said not to give out. why can’t the regular openai oauth work enough?", "link": "https://twitter.com/2084427925391015936/status/2111619873323536407"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux updating codex cli is not easy. it also leaves stale copies of the same. we never know whether it really updated or reran a empty action script.\nupdating codex via npm install -g @openai/codex...\nnpm warn cleanup f…\n🎉 update ran successfully! please restart codex.", "link": "https://twitter.com/772861064/status/2111803222222332127"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "i changed my email. the flow required a push approval on my iphone, which i gave. every session was then signed out - ios, desktop, codex cli. with the ios app signed out, no device remained to receive a push challenge, and signing back in asks for an authenticator code.", "link": "https://twitter.com/743797976921825280/status/2111066229154988239"}]}}, "setup.provider_byok_local": {"praise": 95, "complaint": 75, "n": 170, "weighted": {"praise": 55.63, "complaint": 43.63}, "praiseShare": 55.9, "ci95": [48.4, 63.1], "regard": 0.5205, "regardCi95": [0.492, 0.549], "salience": 0.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "i had been using claude code in the cli to get used to the terminal, but when i tried it with the codex app to run a local llm, it was very easy to use, as expected.", "link": "https://twitter.com/2052141742263312384/status/2111940049436893245"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@derrickcchoi i always have multiple cli sessions running simultaneously which makes updating very difficult. haven't updated yet. i use codex cli in herdr because my setup is model agnostic, i can launch tasks from one interface with a variety of different models simultaneously", "link": "https://twitter.com/783362683701719041/status/2109369147196842084"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "after updating codex cli to version v0.161.0, the ability to connect to third-party apis has improved significantly, especially with deepseek-v4.1flash, which is very obvious.", "link": "https://twitter.com/2083639678981509120/status/2108936736588104173"}], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "how can i do these with deepseek? i have managed to get codex run with it but most of the codex desktop features was gone.", "link": "https://www.reddit.com/r/codex/comments/1wvzbqh/opus_and_sonnet_in_codex/pdm475h/"}, {"date": "2026-09-29", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@yetone by the way, my codex cli doesn't seem to automatically use the magpie endpoint, changing it to magpie api in the settings didn't work either, and config.toml hasn't changed.", "link": "https://twitter.com/1481116032538677248/status/2104858780794265629"}, {"date": "2026-09-27", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@yetone my problem may occur in [model_providers.magpie] and ~/.codex/magpie-models.json are not generated properly. the /v1/models request has a group, but the codex app cannot access the group model.", "link": "https://twitter.com/920264376501780480/status/2104094512188670247"}]}}, "setup.extensions_mcp": {"praise": 176, "complaint": 216, "n": 392, "weighted": {"praise": 103.14, "complaint": 129.79}, "praiseShare": 44.9, "ci95": [40.0, 49.8], "regard": 0.463, "regardCi95": [0.434, 0.494], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@jrwokeloather i use api key on my side. but for codex app for ex mcp is nice", "link": "https://twitter.com/1735023208930148353/status/2110678775214326054"}, {"date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@ionkosm i think the only real advantage right now is the codex app. it has a lot of features, like plugins, and those are pretty interesting at the moment", "link": "https://twitter.com/2181829043/status/2109219671186579728"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have both codex and claude 100, using codex cli to gen image inside claude by a skill and it's perfect fit", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wkrt7g/after_6_months_with_gpt_i_finally_gave_claude/pe2a5d5/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "hi, similar type of situation. my codex chrome plugin just stopped working. seems that every time it opens in chrome this site is called ([link]) and cloudflare has blocked my ip for this site. strange, this has nothing to do with my project. any ideas?", "link": "https://www.reddit.com/r/codex/comments/1x55jr6/installed_the_codexchatgpt_mac_client_and/pgx2yto/"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@emilydahin @openai to begin, make connections that are already set up in regular chatgpt available in codex too. in reg. chatgpt i can search my med records, i expected the same in codex app.. but nope querying in codex does not work.", "link": "https://twitter.com/2163791168/status/2110512872157585674"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i had no issues with my skills until today. it is irrelevant, claude uses same skills and opus 5.5 has no problems.", "link": "https://www.reddit.com/r/codex/comments/1x3rtgy/sol_61_nerfed_today/pfeac0k/"}]}}, "setup.onboarding_docs": {"praise": 18, "complaint": 115, "n": 133, "weighted": {"praise": 11.4, "complaint": 71.72}, "praiseShare": 13.5, "ci95": [8.7, 20.4], "regard": 0.4609, "regardCi95": [0.433, 0.494], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@tcballard @omarchy definitely concur. omarchy opened a door to linux i never intended to open. saw tweets dismissing it recently. they just don’t get it. with claude or codex cli, anyone can get started. love familiar!", "link": "https://twitter.com/37387431/status/2109340397948284986"}, {"date": "2026-09-19", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "codex does seem more beginner-friendly. also check out lovable.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wkjdjt/my_last_session_took_13h_23m_35s_the_result/par9jn3/"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "migrated yesterday from cc to codex, not really finding it overwhelming. still finding my way around it but for my needs it feels mostly self explanatory. unless you had a highly customised cc (fully vanilla here) you won’t really notice much difference, in my opinion.", "link": "https://www.reddit.com/r/codex/comments/1w859y4/coming_from_claude_code_what_is_the_learning/p800zs8/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "still no changelog for this codex app update? it is insane to me that, when supply chain attacks have never been more common or easy, a company like oai is cutting releases without any official indication that an update went out anywhere else", "link": "https://twitter.com/37238075/status/2111247421812670752"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@codex_changelog i just had another update for my codex app on mac os. care to share the changelog????????? is it really that hard for engineers to understand?", "link": "https://twitter.com/18198498/status/2111422584101159225"}, {"date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "interesting how @openai codex either expects their users to know what \"next tool call\" means or would like them to further investigate what it means... [link]", "link": "https://twitter.com/1056482570165276672/status/2108064656422298043"}]}}, "setup.ide_integration": {"praise": 97, "complaint": 129, "n": 226, "weighted": {"praise": 59.27, "complaint": 76.02}, "praiseShare": 42.9, "ci95": [36.6, 49.4], "regard": 0.4681, "regardCi95": [0.437, 0.5], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "both… i use both… and codex.. all inside cursor using the claude and codex plugins for vs code. works great, gives me a ton of flexibility and i can have them check each others work", "link": "https://www.reddit.com/r/cursor/comments/1x5wavo/claude_20_vs_cursor_20/pgsmdbk/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "don’t get me wrong. it’s saved me months of work and i really love it. it’s great. i use it with visual studio code.", "link": "https://www.reddit.com/r/codex/comments/1x1s1ad/i_dont_see_how_nonprogrammers_use_codex/pewp7gx/"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "5.5 is missing from the codex plugin in visual studio since last update, but it's still present in the desktop app. anyone else?", "link": "https://www.reddit.com/r/codex/comments/1tjfxcf/anyone_else_ask_here_about_current_codex_issues/pen913v/"}, {"date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@grummz nothing works in the vscode codex app, total slopfest", "link": "https://twitter.com/1202016729725112328/status/2106860529012654558"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": ">before that, they removed the \"open with\" option for specific applications. for example, earlier we could open with vs code or cursor, but now that's gone too.\ni miss that feature a lot, i used it all of the time.", "link": "https://www.reddit.com/r/codex/comments/1wwj7po/why_making_the_codex_app_worse/pdmjogh/"}]}}, "models.catalog_access": {"praise": 130, "complaint": 657, "n": 787, "weighted": {"praise": 71.57, "complaint": 358.22}, "praiseShare": 16.5, "ci95": [14.1, 19.3], "regard": 0.4082, "regardCi95": [0.376, 0.441], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "codex is smarter but solely because there you can choose smarter models like 6.1 sol and 6 astra", "link": "https://www.reddit.com/r/codex/comments/1x3fi2z/is_chatgpt_chat_truly_as_smart_as_codex/pfaydmn/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i have daybreak blue but you can't use astra or 6.1 sol with it.", "link": "https://www.reddit.com/r/codex/comments/1x77sd4/does_anyone_has_access_to_daybreak/ph4lxz6/"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "since when pro users cant use gpt-image-2.5-flare on codex / chatgpt??\ni have tried it on codex cli, codex cloud, chatgpt, nothing... is it api only?? but docs says its included.. \n@thsottiaux @openai [link]", "link": "https://twitter.com/720673086291460097/status/2111211203712221649"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux i have pro 500 and don't have access to ultrafast on codex app/cli, but work mode in chatgpt work on web. please look into fixing.", "link": "https://twitter.com/1434493002/status/2110762195202068948"}]}}, "models.routing_auto": {"praise": 65, "complaint": 382, "n": 447, "weighted": {"praise": 34.97, "complaint": 215.83}, "praiseShare": 14.5, "ci95": [11.6, 18.1], "regard": 0.3881, "regardCi95": [0.359, 0.419], "salience": 1.5, "receipts": {"praise": [{"date": "2026-09-27", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "it does, and it chooses them pretty accurately. identifying grunt work vs requiring creativity and depth. give it a try before throwing out random accusations.", "link": "https://www.reddit.com/r/codex/comments/1wrok1q/amazing_agentsmd_instruction_for_best_usage/pce7zz1/"}, {"date": "2026-09-24", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@thsottiaux the luna fallback in codex cli already changed my week. if devday touches rate limits at all i'm happy, rest is bonus.", "link": "https://twitter.com/2027877106084950016/status/2103046750944587988"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yeah if its 6.1 sol then im ok. but its 6.0 sol which is 5.6 terra in disguise. i was checking the settings but could find anything that would set a default model to use, however on mobile gpt there is an option there though.", "link": "https://www.reddit.com/r/codex/comments/1x7bp35/chatgpt_web_is_routing_my_requests_to_gpt_56_sol/ph3pfjn/"}, {"date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "if you use daybreak-blue in the codex cli - it routes you to gpt-5.6, versus 6-sol in the app 🫤 [link]", "link": "https://twitter.com/1219026197667028992/status/2108532981493084430"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "nah it actually only spawned sol6.1 on low/default lol, maybe only 1 subagent was on astra max. and again, other account astra ultra session drained way less with the same setting", "link": "https://www.reddit.com/r/codex/comments/1x0o3ds/my_limits_just_broke_overnight/pem7193/"}]}}, "models.effort_control": {"praise": 302, "complaint": 322, "n": 624, "weighted": {"praise": 155.81, "complaint": 179.51}, "praiseShare": 48.4, "ci95": [44.5, 52.3], "regard": 0.4924, "regardCi95": [0.458, 0.529], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "drop to high. it's good. xhigh is really for planning only and review.", "link": "https://www.reddit.com/r/codex/comments/1x8o0ig/how_is_sol_61_xhigh_doing_for_coding/phedq3x/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "plus here too, and i think low is the right setting, gets the work done without thinking too much", "link": "https://www.reddit.com/r/codex/comments/1x3z3rb/new_context_is_working_so_well/pffzwyq/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "max is a waste, medium and high are all you need. people vastly overestimate the reasoning level they need for their projects with 5.5", "link": "https://www.reddit.com/r/codex/comments/1x2rqfh/thank_you_for_all_who_suggested_to_try_claude/pf5hnsq/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "luna max takes five times as long as luna xhigh for what seems to be no real gain.", "link": "https://www.reddit.com/r/codex/comments/1x7exnu/do_you_guys_actually_run_max_reasoning_or_is/ph3m9w0/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "having issues with astra high, no issues with astra extra high", "link": "https://www.reddit.com/r/codex/comments/1x5kwl9/codex_down/pgnbj6z/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i find anything above high is shit. same with sol 6.1. stick with high or lower and it's much better. tibo has been a lot less sarcastic lately.\n", "link": "https://www.reddit.com/r/codex/comments/1wyhcvo/speed_got_better_report_yours/pfj58jo/"}]}}, "models.quality_drift": {"praise": 527, "complaint": 2590, "n": 3117, "weighted": {"praise": 302.12, "complaint": 1564.6}, "praiseShare": 16.9, "ci95": [15.6, 18.3], "regard": 0.3126, "regardCi95": [0.289, 0.336], "salience": 10.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i don't know what are you guys crying about in comments. i can feel the improvements very effective and real. at this point i can see only one possibility, either you don't know how to use codex or you are just begging for reset.", "link": "https://www.reddit.com/r/codex/comments/1x7vvhy/codex_caching_improved/ph8dkv3/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "works well for me since last week when they connected it to codex. it's doing all my coding in codex now and opening closing tasks on my board. it's easy better than launch.", "link": "https://www.reddit.com/r/codex/comments/1x3mtiw/dot_is_already_rug_pulled/pfd3d7y/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i genuinely just think you aren’t understanding anything that’s happening so you are attributing the checks and tests to being slow. \nit has gotten better, you just don’t understand why, and that’s the problem.", "link": "https://www.reddit.com/r/codex/comments/1x3wuhi/codex_has_become_a_drag_on_my_work/pfeuo4t/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "exactly the same here… previously after reset it was much better.", "link": "https://www.reddit.com/r/codex/comments/1x8wj35/codex_burning_usage_way_faster_after_reset/phggu9k/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "its getting bad since astra launch. i will stop sub when qwen4 is launched. im done with cloud subs", "link": "https://www.reddit.com/r/codex/comments/1x8xsxb/do_people_at_openai_actually_use_codex_its_been/phhbvu2/"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "openai codex performance has been so degraded this week, i'm about to switch out all my subscriptions", "link": "https://twitter.com/14130120/status/2111621006867702074"}]}}, "context.instruction_files": {"praise": 194, "complaint": 156, "n": 350, "weighted": {"praise": 112.18, "complaint": 90.58}, "praiseShare": 55.4, "ci95": [50.2, 60.5], "regard": 0.5079, "regardCi95": [0.477, 0.541], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i’ve never once used a skill, just have good docs in my repo and some light agent files. using claude code and codex and i have custom systems for task tracking, decision tracking, and various processes for my game art pipeline that the agents follow without issue.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x69m85/i_think_skills_and_plugins_are_kinda_the_wrong/pgthbtj/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "no, both junie cli and codex cli comply just fine. very rarely one of them skips an instruction in the files mentioned in [core.md]([link]) (there's a bunch of delegated instructions like \"if you're changing a database table, read this file: ...\").", "link": "https://www.reddit.com/r/codex/comments/1x2wkid/if_you_use_both_codex_and_claude_code_how_do_you/pgi4kmc/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i use the same agents.md for both and have solid results. my prompting style ends up being a little more focused on claude, but not significantly different. ", "link": "https://www.reddit.com/r/codex/comments/1x2wkid/if_you_use_both_codex_and_claude_code_how_do_you/pf618ro/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yeah, agents.md that i had was working fine till last few days. now, all of sudden the codex is not respecting it. so, i guess it is a new change.", "link": "https://www.reddit.com/r/codex/comments/1x7ms4i/codex_ignored_the_same_agentsmd_instruction/ph669pb/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i used to write statements like this into the user-level agents.md and claude.md, but opus and gpt still kept saying these things during long conversations, possibly because i had also enabled caveman at the time.", "link": "https://www.reddit.com/r/codex/comments/1x6gcr8/since_june_ive_been_trying_to_get_agents_to_stop/pgvn33z/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "bro i know how to work with agents, each repo has a main [agents.md](http://agents.md), docs with various .md about the goals and whatever\nbut it just doesn't seem to get that context since its not running from that dir", "link": "https://www.reddit.com/r/codex/comments/1wygydd/how_am_i_supposed_to_use_my_dot/pe717tl/"}]}}, "context.instruction_following": {"praise": 200, "complaint": 530, "n": 730, "weighted": {"praise": 116.79, "complaint": 313.92}, "praiseShare": 27.4, "ci95": [24.3, 30.7], "regard": 0.5166, "regardCi95": [0.478, 0.557], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "thought that would have been improved. that was actually one of the reasons i switched to codex months ago. codex follows your instructions exactly and precisely.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wygfl6/claude_is_argentinian_now/peu5zvz/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "mate if i have to tell codex to stop putting emojis in my code comments one more time!\n-- ✨ ...", "link": "https://www.reddit.com/r/codex/comments/1x5ix3j/chat_gpt_talks_like_im_a_teenage_girl/pgoiojb/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "that's been my experience too. sometimes it invents rules for itself, then refuses to ever deviate from them even when directly told to. the only fix is starting a brand new chat and having it rip out all that prior nonsense. ", "link": "https://www.reddit.com/r/codex/comments/1x4uesz/astra_is_an_obstinate_bastard/pggzh09/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "things like refusing to remove test cases or unnecessary deployment processes, or refusing to accept my acknowledgement unless it was made directly in the agents' chat (as opposed to coming from an authorized external source)", "link": "https://www.reddit.com/r/codex/comments/1x4uesz/astra_is_an_obstinate_bastard/pgh1ehs/"}]}}, "context.clarifying_questions": {"praise": 45, "complaint": 72, "n": 117, "weighted": {"praise": 23.97, "complaint": 38.98}, "praiseShare": 38.5, "ci95": [30.1, 47.5], "regard": 0.4933, "regardCi95": [0.463, 0.523], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-24", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "honestly i just have lines asking it to ask me to clarify ambiguity or ask permission to modify unspecified files before it moves on to the actual work.\nworks wonders and it is almost always asks at the start so it doesnt disrupt the workflow much at all", "link": "https://www.reddit.com/r/codex/comments/1worrgr/codex_astra_proofdriven_development_zen/pbpiwfe/"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "you can request it specify ambiguity before working.\nworks great for me", "link": "https://www.reddit.com/r/codex/comments/1wo3ixp/how_do_you_think_openai_will_respond_next_week/pbnosbc/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "when working in astra i usually have it specified to *ask* me if theres any significant ambiguity it is unsure of, and answering it works pretty well in making sure it doesn't deviate too much from what i actually need/want", "link": "https://www.reddit.com/r/codex/comments/1wmjhme/looking_for_advice_on_how_to_move_faster_with/pb8tiys/"}], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i think they tried to make gpt-6 operate with high-level instructions, and gave it more autonomy, so it assumes things. i am not using gpt-6 ever again. ", "link": "https://www.reddit.com/r/codex/comments/1wvom3r/gpt6_is_significantly_less_intelligent_than_56/pddl5zl/"}, {"date": "2026-10-02", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@openaidevs codex cli answered completely incorrectly because while i was writing an answer to the question it asked me, it assumed an answer. i hadn't ignored the question, i was there, typing. pls fix.", "link": "https://twitter.com/19594635/status/2105980611865588152"}, {"date": "2026-09-29", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "used to like codex cli because of its minimalism, but these days the motto seems to be:\nthe slop machine must continue\ni always instruct models to ask me questions when it needs to make important decisions or needs me to consider trade-offs but codex...", "link": "https://twitter.com/1185242623230935041/status/2104869826493907046"}]}}, "context.long_context_decay": {"praise": 54, "complaint": 222, "n": 276, "weighted": {"praise": 32.56, "complaint": 132.95}, "praiseShare": 19.6, "ci95": [15.3, 24.6], "regard": 0.5248, "regardCi95": [0.481, 0.57], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "that must have been a long time ago or you use low reasoning effort.\nthe 5.5 models can go very close to 1m without much degradation, at least at high and xhigh.", "link": "https://www.reddit.com/r/codex/comments/1x3n28b/day_7_tibo/pfe2peh/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i come from codex, my threads are specific features and some threads have over 2b tokens used in one thread - this workflow suits me best and never failed me in codex ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1poui/anyone_else_not_using_fable_at_all_recently/pf142g4/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i work in the same thread for a month then make a fresh one. \nbetter work with the right context, no problems with rotation. overall better than constantly changing them or working in one.", "link": "https://www.reddit.com/r/codex/comments/1wvpdye/are_you_still_creating_fresh_sessions_or_work_in/pddoyu8/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i still set my auto compact to 400k, since degrading performance is apparent after it (tends to rabbit hole too much if given too much context).", "link": "https://www.reddit.com/r/codex/comments/1wyjx8u/openai_offers_5x_less_value_than_anthropic_at/pf68za8/"}]}}, "context.compaction": {"praise": 138, "complaint": 296, "n": 434, "weighted": {"praise": 81.74, "complaint": 179.6}, "praiseShare": 31.8, "ci95": [27.6, 36.3], "regard": 0.4526, "regardCi95": [0.418, 0.487], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "codex autocompact is pretty good, it almost feels like it didn’t lose any context at all. unlike compacting on opencode, maybe claude code compacts is as good as codex but i haven’t figured that out yet.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phcd7pc/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "actually, i really like the codex harnass as it is now. and the context compaction is really good. they have come a longs way though. \n \nboth seem to be at least as good in claude code, in the very little work i did with it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x37gj3/hi_i_think_i_am_here_to_stay/pf8vi62/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i have no idea what you’re doing that takes 15 minutes to compact. i’ve literally never seen this. 60-120 seconds max is all i’ve ever witnessed in codex.\nmaybe if you’re compacting 1m tokens worth of shit at once lol", "link": "https://www.reddit.com/r/codex/comments/1wyocbj/context_limit_at_258k_tokens/pe9407t/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it’s fucking compacting every 2-3 messages it’s fucking infuriating. i am making very basic ui changes.", "link": "https://www.reddit.com/r/codex/comments/1x7qk6h/why_does_codex_compact_conversation_too_early_any/ph98j8y/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it’s so offensive that we finally articulated what’s in our mind those complex ideas and thoughts, only to be encountered with “compacting context”", "link": "https://www.reddit.com/r/codex/comments/1x6bh0n/every_time_i_ask_codex_something_complex/pgtyupy/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "autocompaction started at 328k when i asked it to give me a commit msg", "link": "https://www.reddit.com/r/codex/comments/1x5m40p/context_window_supposedly_increased/pgnj5vd/"}]}}, "context.session_memory": {"praise": 108, "complaint": 173, "n": 281, "weighted": {"praise": 62.79, "complaint": 105.0}, "praiseShare": 38.4, "ci95": [32.9, 44.2], "regard": 0.4566, "regardCi95": [0.425, 0.487], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "same but the reason might be the memory codex has. it builds a huge memory base by itself what it does and those gotchas unlike claude unless you have a plan for it.", "link": "https://www.reddit.com/r/codex/comments/1x4t451/gpt_sol_61_is_more_reliable_for_me/pgmej3b/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "opus 5.5 is great, but i’m convinced it’s the claude code harness that is the real advantage. codex obfuscates memory, and it’s just difficult for me to fully intuit how it’s managing context. i just don’t trust it enough to have all the relevant information ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x37gj3/hi_i_think_i_am_here_to_stay/pf8hctw/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i never use the built in memory.\nthe split from codex and chatgpt memory drives me nuts, it's also a pita.\ni do like having decisions and friction logged for improving my own docs though. for planning, i use a 2nd brain of my own that's customizable and not vendor reliant. ", "link": "https://www.reddit.com/r/codex/comments/1x1j1fp/memory_yea_or_nay/petx0iz/"}]}}, "context.codebase_retrieval": {"praise": 59, "complaint": 87, "n": 146, "weighted": {"praise": 35.1, "complaint": 48.05}, "praiseShare": 40.4, "ci95": [32.8, 48.5], "regard": 0.491, "regardCi95": [0.461, 0.52], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/OpenAI", "polarity": "praise", "text": "use codex in vs code and just ask it. i work with very large codebases all the time. codex handles it all just fine.", "link": "https://www.reddit.com/r/OpenAI/comments/1x2p219/codex_to_review_reference_large_markdown/pf45h9f/"}, {"date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@joshua_wd @yashkavaiya great question, so i used a chatgpt/codex app and created a separate folder, kept all the chat sessions in there, and the chatgpt/codex app automatically takes the context every time and reads the minimum from the codebase.", "link": "https://twitter.com/839066588/status/2106766788377952639"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i'm not a fan of claude. yeah it might have the edge for a new project starting out or something small.\ncodex does sifting through large code much better and this is huge for me.", "link": "https://www.reddit.com/r/codex/comments/1wu0d5o/61sol_vs_opus_55_small_task_on_both_20_plan/pd1j9ml/"}], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "same for me.. even for simple tasks it is often not able to find the file in the current sandbox and asks me for permission to edit the file via absolute path from outside the sandbox", "link": "https://www.reddit.com/r/codex/comments/1x1v7vk/luna_calling_out_61_sol_for_trying_to_cheat/pf52onu/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "thanks i have done that through settings i assume its the same thing? but that still doesn’t solve the issue that i can’t see any of my other repos🥲 apparently the new projects in beta is solving this?", "link": "https://www.reddit.com/r/codex/comments/1wvffy9/you_dont_know_what_u_had_till_u_lose_it_i_didnt/pdbrva8/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "luna does it too. on a gpt-5.6-luna run of ours, 121 of 122 tasks opened the skill file with sed -n '1,240p', and only 44 ever read past line 240. we moved what matters above line 220 and added a test that fails if it drifts.", "link": "https://www.reddit.com/r/codex/comments/1wqdg6v/warning_astra_6_can_read_instructions_partially/pc4mkrr/"}]}}, "context.attachments": {"praise": 35, "complaint": 43, "n": 78, "weighted": {"praise": 21.58, "complaint": 26.84}, "praiseShare": 44.9, "ci95": [34.3, 55.9], "regard": 0.5246, "regardCi95": [0.496, 0.554], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "have you tried app-shots in the codex app? pretty useful way to pass context no one else has. ⌘+⌘", "link": "https://twitter.com/101825923/status/2110785373970330109"}, {"date": "2026-09-22", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "til you can paste an image into codex cli with ctrl+v (spent so long being disappointed with cmd+v 🥹). this is epic.", "link": "https://twitter.com/2042826604322205696/status/2102500899524341836"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "its really annoying codex is not usable rn it cant even open attachments..", "link": "https://www.reddit.com/r/codex/comments/1x0m7w0/anyone_else_unable_to_run_delegated_dotcodex/pels0ji/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "\\> i am back in 2024 kind of stupid\ni thought it was just me, he literally can't interpret even a simple pdf now ... i think the last time i had this problem was around 2024", "link": "https://www.reddit.com/r/codex/comments/1wyhcvo/speed_got_better_report_yours/pe2x3wz/"}]}}, "work.capability": {"praise": 3404, "complaint": 2453, "n": 5857, "weighted": {"praise": 1984.38, "complaint": 1496.71}, "praiseShare": 58.1, "ci95": [56.9, 59.4], "regard": 0.3824, "regardCi95": [0.364, 0.399], "salience": 19.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i'm learning french and i had codex write me web apps for many individual things i was struggling with, such as hearing numbers with many similar sounds in a row (e.g. “cent soixante cinq”).", "link": "https://www.reddit.com/r/codex/comments/1x8zaoj/what_have_you_actually_built_with_codex_that_you/phgyhnq/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "recreated from scratch my ttrpg system on foundry, with advanced automations, vfx, etc... 100% with codex.", "link": "https://www.reddit.com/r/codex/comments/1x8zaoj/what_have_you_actually_built_with_codex_that_you/phh7toi/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "a audio book release tracker is my most used one. other than that a todo iphone app without subscription and annoying prompts and a lot of “good enough” scripts were replaced by a codex suggestion.\nalso a debug tool for linux servers to see the state of a server in seconds.", "link": "https://www.reddit.com/r/codex/comments/1x8zaoj/what_have_you_actually_built_with_codex_that_you/phhb3hn/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "this is very good but sucks for handoffs, directives, and general prompt writing.\nfor some reason they are absolute garbage at it.\ntoo specific and miss the plot.", "link": "https://www.reddit.com/r/codex/comments/1x76sn5/is_there_a_way_to_have_codex_and_claude_work_from/ph1xz2v/"}]}}, "work.frontend_ui": {"praise": 197, "complaint": 327, "n": 524, "weighted": {"praise": 111.88, "complaint": 189.37}, "praiseShare": 37.6, "ci95": [33.6, 41.8], "regard": 0.4209, "regardCi95": [0.384, 0.456], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "astra ultra ftw.\nusing it for research, ui and graphical design. best model for that.", "link": "https://www.reddit.com/r/codex/comments/1x8a90j/are_you_still_using_astra_and_if_so_why/phb2vvg/"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@giadotai codex already solved this issue. it’s even better than claude. the tricky is asking fist in the codex app to design the image of the ui, with ur whatever taste.. and then ask to codex implement using the image. it has a high accuracy and now it looks great", "link": "https://twitter.com/1419310387036626950/status/2111275392258449459"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "for business logic, decisions is all done by claude, but for design ui/ux i use codex is more creative. \nnote: i am a mobile dev. ", "link": "https://www.reddit.com/r/codex/comments/1x2rqfh/thank_you_for_all_who_suggested_to_try_claude/pfb0ro2/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "all are crap - when you work with them day by day on ui - you notice a lot of \"ai taste\" everywhere - opus, sol, astra - they suck imo", "link": "https://www.reddit.com/r/codex/comments/1x8o0ig/how_is_sol_61_xhigh_doing_for_coding/phhjbfs/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i would agree if 5.6 had better vision/able to create visual things on the level of astra", "link": "https://www.reddit.com/r/codex/comments/1x89ggo/the_models_are_too_good/phatowu/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i would use 6.1 on fast if it made good ui/visual stuff without loads of prompting", "link": "https://www.reddit.com/r/codex/comments/1x8a90j/are_you_still_using_astra_and_if_so_why/phav4n3/"}]}}, "work.bug_diagnosis": {"praise": 139, "complaint": 65, "n": 204, "weighted": {"praise": 77.78, "complaint": 40.14}, "praiseShare": 68.1, "ci95": [61.5, 74.1], "regard": 0.4855, "regardCi95": [0.446, 0.522], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i was too lazy to try all of this. i just sent the link of this post to codex and it fixed itself. loooooooooooooooooool thanks bro!", "link": "https://www.reddit.com/r/codex/comments/1trsgpv/possible_fixworkaround_for_windows_codex_browser/pghj09l/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "better analysis of mathematics, physics, science deep logic. sol xhigh often finds bugs that claude misses and when i challenge claude with the logic opus xhigh almost always concedes and agrees.", "link": "https://www.reddit.com/r/codex/comments/1x1b1iy/the_great_codexpocalypse/pf9etox/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "as of today i have codex fix anything claude does, ever… less so fable 5.1, but definitely fixing opus 5.5 work", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wuw9ft/ive_been_tracking_reddits_opinion_of_opus_55/pd827l9/"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "astra trying to fix something for 2 days. not fixed. \nopus 5.5 in 2 hours. fixed. more than fixed. better than ever.", "link": "https://www.reddit.com/r/codex/comments/1wz58hw/how_does_opus_55_actually_compare_to_astra_and_is/pger27q/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "internal model can solve navier stokes but not a memory leak", "link": "https://www.reddit.com/r/codex/comments/1x2u5rm/nice_memory_leak/pf656pt/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "sol 6.1 max spent 20 hours and couldn't fix a bug in my project, opus 5.5 extra solved it in 20 mins.", "link": "https://www.reddit.com/r/codex/comments/1wyq42w/so_whats_everyones_experience_so_far_after_the/pe50lg3/"}]}}, "work.regressions_introduced": {"praise": 19, "complaint": 318, "n": 337, "weighted": {"praise": 11.54, "complaint": 180.92}, "praiseShare": 5.6, "ci95": [3.6, 8.6], "regard": 0.4735, "regardCi95": [0.411, 0.546], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "tbh with i don’t have this issue with codex. i tried claude again after a long time and it went and changed so many things. maybe i’d have to figure out how to make it work with claude", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wx8vcm/how_do_you_stop_claude_code_from_undoing_things/pds0vfd/"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i just find it less bug ridden when using codex, and astra tends to daydream less. may be my bias, i originally worked on work spaces, maybe its just more experience. i use work space only for documents and drafts for non code applications ", "link": "https://www.reddit.com/r/codex/comments/1wnnv36/plus_users_hows_your_experience_so_far/pbi47sn/"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i have to use verify and simplify in every pr and even double agent reviews. the number of bugs produced by claude opus is substantially higher than codex and it's not even close and this is just happening recently with opus 5. the situation was completely opposite until 4.6 and maybe even 4.8 was ok to an extent.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wdw386/i_have_never_had_to_use_verify_so_much_in_cc_its/p9asg4d/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "gpt 6.1-sol is a drunken sailor. it screws up so many code bases it isnt funny.", "link": "https://www.reddit.com/r/codex/comments/1x82ohs/coding_capability_comparison_opus_55_is_still/ph9e9yf/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "every time i ask codex to make a change, it breaks something else.\ni'm spending hours just to take 1 step and sam altman sends me back 3.", "link": "https://www.reddit.com/r/codex/comments/1x3w8o0/codex_vs_claude/pgtb0h3/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "luna is trash, most of the times is introducing problems that need to be fixed by sol or astra.\nits only works for repetitive tasks like setups", "link": "https://www.reddit.com/r/codex/comments/1x3aspw/luna_appreciation_man/pf9euh6/"}]}}, "work.scope_overreach": {"praise": 48, "complaint": 776, "n": 824, "weighted": {"praise": 27.47, "complaint": 456.77}, "praiseShare": 5.8, "ci95": [4.4, 7.6], "regard": 0.5284, "regardCi95": [0.455, 0.609], "salience": 2.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i'm using astra with ponytail for planning and 5.6 sol to implement plans and i rarely have issues with overcomplicating/overbuilding.", "link": "https://www.reddit.com/r/codex/comments/1x4je5m/day_8_reset/pgew1kv/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "yes, 6.x astra and sol always do this. 5.6-sol is more reliable about staying within scope. ", "link": "https://www.reddit.com/r/codex/comments/1wwrono/sol_61_astra_im_sorry_i_expanded_the_scope/pdn73yh/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/artificial", "polarity": "praise", "text": "codex is doing the right thing and not pointlessly adding abstraction and indirection", "link": "https://www.reddit.com/r/artificial/comments/1wswgi8/anthropic_files_for_2t_ipo_with_42b_net_loss_in/pcr6pys/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "found a likely contributor: my dot had started using a separate codex cloud env for code reviews without checking with me first. i’ve now asked it to stick to its own terminal and filesystem.", "link": "https://www.reddit.com/r/codex/comments/1x8ffpw/is_dots_browser_activity_being_counted_towards/phfo16r/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i agree with all. the tradeoff is chatgpt tends to overengineer and do infinite testing.", "link": "https://www.reddit.com/r/codex/comments/1x7h3sa/chatgpt_is_better_than_claude_in_solving_hard/ph4w0xo/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "gpt deciding to over engineer even after deciding everything in the plan. that requires redoing the work and even checking everything all over again. trust meter drops drastically.", "link": "https://www.reddit.com/r/codex/comments/1x6sshh/whats_slowing_you_down/pgzdufh/"}]}}, "work.stuck_loops": {"praise": 19, "complaint": 553, "n": 572, "weighted": {"praise": 10.43, "complaint": 332.39}, "praiseShare": 3.3, "ci95": [2.1, 5.1], "regard": 0.4228, "regardCi95": [0.35, 0.502], "salience": 1.9, "receipts": {"praise": [{"date": "2026-10-05", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "try a different harness. codex cli is great. never had a single loop with it.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wylplv/why_is_qwen38_refusing_to_write_any_actual_code/pe3ymi3/"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "sometimes it also gets stuck in an endless braindead loop. mever had that with codex but with claude..", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wiujum/claude_code_is_falling_behind_codex_not_because/pajsihl/"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "codex hasn't gotten stuck for me at all anymore since then, chatgpt chat/work mode is still a joke though, unusable through the app within a few prompts", "link": "https://www.reddit.com/r/codex/comments/1v6fmol/codex_remote_is_pointless_when_mobile_chats_get/p7z96a5/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@miaai_lab i recently hit a looping issue with the glm on the codex app. i think it started after it took a lot of screenshots and was trying to make ui changes", "link": "https://twitter.com/1666030238093004805/status/2111863707244634200"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "ehh, this is a codex problem on particular tasks. esp if it creates a large number of subtasks. if you dont specify to go in order, it will never finish.", "link": "https://www.reddit.com/r/codex/comments/1x3wuhi/codex_has_become_a_drag_on_my_work/pffwcog/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yes the same issue, they say me i cannot connect to the ssh server because something , and i have to reply you dont have acccess to the server... please just provide and ansible for check the code first ... and it got stuck waiting for ssh access alot of time", "link": "https://www.reddit.com/r/codex/comments/1x3z3rb/new_context_is_working_so_well/pfg2196/"}]}}, "work.premature_stop": {"praise": 19, "complaint": 310, "n": 329, "weighted": {"praise": 11.16, "complaint": 182.7}, "praiseShare": 5.8, "ci95": [3.7, 8.8], "regard": 0.4276, "regardCi95": [0.38, 0.49], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "honestly i have this with claude but to a luch less extent with codex. because is constantly producing new tickets, new edge cases, just another backup and restart, ... constantly asking for my intervention. i have the impression that codex just finishes.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ckey/burnout_risk_for_developers_is_it_just_me/phbltx3/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/GithubCopilot", "polarity": "praise", "text": "not sure if it’s just me but i find vs code so frustrating to use compared to codex or claude code. doesn’t matter which agent, they always stop for some dumb reason and say yeah you’re right i stopped for no reason. never have that issue with codex or claude code.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wowuzs/copilot_uses_apply_patch_idiosyncracy_that_fails/pc7dwsv/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i've not yet have astra stop on a goal unless it actually met one of my explicit stop reasons", "link": "https://www.reddit.com/r/codex/comments/1wlqlz6/psa_codex_cache_only_lasts_max_30_minutes/pb4ivoh/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "\"you're right, i ended turn instead of continuing. i stopped prematurely—not because we were blocked.\"\nis this driving anybody else nuts?", "link": "https://www.reddit.com/r/codex/comments/1x45q9b/codex_usage_and_operation_discussion_last_updated/ph61x8e/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "sometimes works, sometimes doesnt. it just keeps abruptly stoping after 3-5 minutes. i am tasking an ai agent because i want it to automate stuff but having to sit through it like this makes me feel like doing it myself", "link": "https://www.reddit.com/r/codex/comments/1x7mq7m/will_not_proceed_with_code_fixes_thinks_its/ph6rl2h/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i don’t know how to continuous work with sol or astra, they love to stop and tell me what the next step is and just not do it. drives me insane", "link": "https://www.reddit.com/r/codex/comments/1x4yte1/gpt61_sol_is_46x_slower_than_gpt56_sol_are_we/pgm489e/"}]}}, "work.long_running_autonomy": {"praise": 399, "complaint": 153, "n": 552, "weighted": {"praise": 247.5, "complaint": 94.72}, "praiseShare": 72.3, "ci95": [68.4, 75.9], "regard": 0.4225, "regardCi95": [0.378, 0.469], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i've had a session running for last 6 hours 6.1 sol high and same for new subagents being spawned in. it seems same as before to me. check your agents md, probably something you're inadvertently prompt injected at some point handicapping them.", "link": "https://www.reddit.com/r/codex/comments/1x8o5oj/do_not_trust_61_sol_right_now/phfblsp/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i have two websites, which are designed, automatically improved and maintained by codex, especially the automated improvements every 5 hours are nice.", "link": "https://www.reddit.com/r/codex/comments/1x8zaoj/what_have_you_actually_built_with_codex_that_you/phh68m7/"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@jtpellscpa we had codex app go through our businesses and file taxes this year. it analyzed all documents, logged into portals for information, and ultimately submitted them. it took about 4 hours working on a computer by itself.", "link": "https://twitter.com/1567288976028962817/status/2111815807307260403"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i really feel like someone should do a demonstration of how quickly gpt 6.1 and opus complete a project.\nbecause i've had 3 terminals with goals for over 4 days and they're making progress at a snails pace.\ngetting it done, but i think opus would have done much better. ", "link": "https://www.reddit.com/r/codex/comments/1x4gcgg/normally_i_dont_post_on_here_but_sheesh/pge4gwg/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yes, and if you *do* set a goal it will get stalled/blocked eventually for a trivial reason after a few turns. ", "link": "https://www.reddit.com/r/codex/comments/1x4vy2i/codex_literally_unusable/pgilykv/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "for whatever reason, in my experience whenever you try let it completely a task as a goal is becomes so dumb and takes 4x as long to complete a task, if at all ", "link": "https://www.reddit.com/r/codex/comments/1x1v7vk/luna_calling_out_61_sol_for_trying_to_cheat/pezv7ix/"}]}}, "work.multi_agent_orchestration": {"praise": 859, "complaint": 591, "n": 1450, "weighted": {"praise": 501.52, "complaint": 332.37}, "praiseShare": 59.2, "ci95": [56.7, 61.7], "regard": 0.4383, "regardCi95": [0.409, 0.47], "salience": 4.7, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@pedrophd_ i use the codex app, and the conductor that in the end uses the codex's own harness honestly works very well.", "link": "https://twitter.com/3183420959/status/2110738076477583786"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "the codex app is still a masterpiece for agent orchestration. but currently anthropic’s opus 5.5 is more intelligent, fast, albeit less careful. anthropic’s remote control is also much faster.\ncompetition is good. excited to see everyone benefit from this.", "link": "https://twitter.com/79868827/status/2110227586182000687"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i got to 15 using 50 astra agents, it really struggles to run swarms like opus does. launched an opus swarm last reset and it created 1000 before it said it hit a limit.", "link": "https://www.reddit.com/r/codex/comments/1x6e5os/reset_just_landed/pgukp59/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "bro they are sooooo creative at finding new ways to poll.\nin my codex fork i disabled a ton of tools like function.wait and i have scripts for everything. the llm finds ways around it.\ni have resorted to entropy detection. my analytics on codex are pretty detailed.", "link": "https://www.reddit.com/r/codex/comments/1x5zcb6/2_days_on_sol_61_and_usage_is_gone/pgryqgi/"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@guansi did the same thing as you. codex can't even start its own codex cli, and using sub-agents is also very restricted.", "link": "https://twitter.com/1665584369258622977/status/2110341841199743379"}]}}, "work.reward_hacking": {"praise": 1, "complaint": 46, "n": 47, "weighted": {"praise": 0.59, "complaint": 26.97}, "praiseShare": 2.1, "ci95": [0.4, 11.1], "regard": 0.4983, "regardCi95": [0.46, 0.582], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i switched yesterday and this is my first time using claude ever. i actually prefer claude and it’s already fixed a lot of errors codex just rigged to get by. so far so good.", "link": "https://www.reddit.com/r/codex/comments/1x4411g/is_switching_from_chatgptcodex_to_claudeclaude/pgdhvv0/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "turns out sol 6 and 6.1 is only efficient because it don’t actually like to get things done, just find a way to evade the task and make it seem passable. ", "link": "https://www.reddit.com/r/codex/comments/1wx7v9j/we_are_locking_in/pdw6t00/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "had astra do a a/b test against opus on a waterfall test and astra used a static image to win the screenshot test lol .. it likes to cheat", "link": "https://www.reddit.com/r/codex/comments/1wuuc4e/gpt_61_sol_caught_faking_tests/pdimt84/"}]}}, "work.destructive_actions": {"praise": 43, "complaint": 164, "n": 207, "weighted": {"praise": 24.42, "complaint": 95.33}, "praiseShare": 20.8, "ci95": [15.8, 26.8], "regard": 0.4868, "regardCi95": [0.45, 0.525], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "yeah it did massively reduce how often it accidentally deletes huge chunks of code, with the gpt 5 models there was always like a 10% chance it massively corrupted my code files, now its way more reliable even with multiple chats working on things at the same time", "link": "https://www.reddit.com/r/codex/comments/1x4t451/gpt_sol_61_is_more_reliable_for_me/pggj13d/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "this never happens to me lol. i use it with full access, work on web and python projects and not once did codex do a mistake like \"accidentally deleting something\" or \"do something that i did not ask\"", "link": "https://www.reddit.com/r/codex/comments/1x1w7m9/chats_opening_unauthorized_work_chats/pexfizm/"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "i personally think codex's sandbox is ideal. no network unless escalation, no outside of workspace write access. i block all delete/rm commands through a hook. all of this + no docker/vm needed. i run on linux.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wtje3i/serious_roleplay/pcwkims/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i have a unity scene that's too heavy and needs lfs, codex just did some weird shit and duplicated it 100 times, filling my 1tb drive instantly", "link": "https://www.reddit.com/r/codex/comments/1x2u5rm/nice_memory_leak/pf6m7a4/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/devops", "polarity": "complaint", "text": "i had codex break a cluster when i was prepping for taking the cka exam", "link": "https://www.reddit.com/r/devops/comments/1wygm9n/broad_kubernetes_experience_but_shallow_depth_how/perqlr1/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "same. codex just deleted about 3 hours of work from a gpt-6.1 sol ultra chat", "link": "https://www.reddit.com/r/codex/comments/1x0ysdi/is_something_happening_with_sol_61_today_its_not/pep8smw/"}]}}, "work.git_workflow": {"praise": 20, "complaint": 42, "n": 62, "weighted": {"praise": 12.18, "complaint": 24.63}, "praiseShare": 32.3, "ci95": [22.0, 44.6], "regard": 0.4971, "regardCi95": [0.475, 0.522], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-26", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i just tell them to make their own branch and then they can work on the same files at the same time. haven't ever had them fail to merge the code back.", "link": "https://www.reddit.com/r/codex/comments/1wnnv36/plus_users_hows_your_experience_so_far/pc8u6kl/"}, {"date": "2026-09-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "it manages my git repos for me, granted the repo isn't too large. but it can manage most. so i'm not sure what you're talking about them", "link": "https://www.reddit.com/r/codex/comments/1wj1sjl/end_of_an_era_chatgpt_now_refuses_code_requests/pag6loy/"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "does installing apps this way expire after 7 days?\ntf is pretty good once you have it integrated to your ci/cd. codex merges my code to dev branch and i get a build automatically.", "link": "https://www.reddit.com/r/codex/comments/1w5bxwl/i_wanted_codex_install_ios_build_directly_to_my/p7duof8/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "using @openai codex to push directly and it was a mistake, it randomly pushed using a different email and hence github prints this account (with the same name though) in my commits, the blue icon is me. 😂😂 [link]", "link": "https://twitter.com/1497868184464105475/status/2111935540580778364"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "what's worse, is that it has been shipped with a huge blocker bug for those using codex cloud. as of yesterday it's incapable of following up on a task without requiring a new pr to be made making it unusable unless you want 15 prs for every single followup. \n[[link]", "link": "https://www.reddit.com/r/codex/comments/1wxx7y5/chat_and_work_will_be_merged/pe0zk1f/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i just want to know what worktree i’m in and to be able to create a branch again without opening the terminal.", "link": "https://www.reddit.com/r/codex/comments/1ww5ab7/openai_is_doing_way_too_much/pdhq5t8/"}]}}, "work.computer_browser_use": {"praise": 294, "complaint": 201, "n": 495, "weighted": {"praise": 184.98, "complaint": 126.18}, "praiseShare": 59.4, "ci95": [55.0, 63.6], "regard": 0.5925, "regardCi95": [0.55, 0.635], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "m actually liking luna 5.6 on fast. its pretty gud at computer use", "link": "https://www.reddit.com/r/codex/comments/1x5krue/slowness_with_61_sol/pgrnqvz/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "claude makes better decks, though codex is better at computer use.\nimage generation is probably the main reason to use codex.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x3x1o8/i_moved_most_of_my_work_to_opus_55_but_gpt6_still/pfezyir/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/singularity", "polarity": "praise", "text": "codex + gimp mcp server + gimp. \nnobody should have to learn how to use a complicated ui anymore. let the agent figure it out. ", "link": "https://www.reddit.com/r/singularity/comments/1x3daf9/shock_and_awe_creator_of_free_adobe_clones/pfb5kde/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i used it for browser controll. it worked till yesterday. i'm using the work mode.", "link": "https://www.reddit.com/r/codex/comments/1x76aoh/chatgpt_edge_extension_chatgptcom_refused_to/ph2fcuk/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "this is happening to me right now. it was fine all day yesterday and the day before, but now the things are really rolling, it all just fell apart and stopped. codex can't read claudes work anymore, can't interact with my desktop at all, idk whats goin on", "link": "https://www.reddit.com/r/codex/comments/1x4wn3r/windows_codexdot_browser_control_still_failing/ph6kkl5/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "my dot can't event make codex control my computer it's so broken. pretty sad i need you ask it for prompts then i start a new thread and post it in", "link": "https://www.reddit.com/r/codex/comments/1x5b8ej/has_your_dot_helped_you_with_a_single_programming/pglsam9/"}]}}, "work.safety_refusals": {"praise": 83, "complaint": 293, "n": 376, "weighted": {"praise": 55.91, "complaint": 180.29}, "praiseShare": 22.1, "ci95": [18.2, 26.5], "regard": 0.6359, "regardCi95": [0.578, 0.691], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "yes both have benefits. for example claude refuses to let me reverse engineer anything. codex on the other hand does not care", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x72wxs/everyone_was_talking_about_claude_being_expensive/ph0o8ln/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "dude forget actual cyber stuff. it's become such a prude. you can't do anything really that even might be 1% grey area even though it's fully legal. it refuses vanilla web scrapping these days. i have a codex subscription on the side simply because of the stuff opus refuses.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5kyl4/opus_55_switching_to_48_for_every_cybersecurity/pgn9irn/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i only do biomedical research and had to fully switch over to codex. cc guardrails make it too challenging to do meaningful work and you probably run this risk now as well - getting the boot.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4gj1n/banned_from_claude_code_while_working_on_a/pgdjjqn/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux wtf is this corporate nanny bot bs? just give us back a competent codex app and model", "link": "https://twitter.com/1556522176806887424/status/2111266268162449621"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "both my @openai codex sessions, and now @anthropicai claude code work for amd svm kext get constantly flagged for cybersecurity work.\nguys, i just want to run docker desktop on my pc. please, stop doing that.", "link": "https://twitter.com/1632592291/status/2111017615900774762"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "tried to get it to do something useful (literature research), now i am limited for \"abuse\".", "link": "https://www.reddit.com/r/codex/comments/1x5b8ej/has_your_dot_helped_you_with_a_single_programming/pglj2ye/"}]}}, "work.permission_prompts": {"praise": 79, "complaint": 234, "n": 313, "weighted": {"praise": 47.96, "complaint": 151.26}, "praiseShare": 25.2, "ci95": [20.7, 30.3], "regard": 0.5097, "regardCi95": [0.469, 0.549], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "hmm really? i have an isolated ai workstation and codex is installed locally, running its own user, with password less sudo. it fully manages the system from prompts.\nseems surprising you can't do that with claude", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ya1v/holy_fucking_shit_this_is_amazing/pepabli/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i run claude and codex on yolo mode never ran into any issues, has only been a major productivity booster ", "link": "https://www.reddit.com/r/codex/comments/1wzycgt/is_it_safe_to_leave_56_sol_high/pefwh00/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "it doesn't bug you for every little change in your file system. only for the most serious changes.", "link": "https://www.reddit.com/r/codex/comments/1wzbhgy/please_tell_me_this_isnt_actually_the_reason_were/peat99o/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "also, when using codex cli, i am concerned that even if it is automatically approved when \"approve for me\" is enabled, i still receive a notification waiting for approval.", "link": "https://twitter.com/1188829372918026241/status/2111922910193656089"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "that's the way, i prefer isolated, backed up vm and separate git repo upstreams with full access than this whole approval and auto-review thing.", "link": "https://www.reddit.com/r/codex/comments/1x78qni/sol_61_high_doesnt_follow_system_instructions/ph297xg/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "whats slowing me down is gpt's utterly broken ass sandbox. im constantly fighting with it.", "link": "https://www.reddit.com/r/codex/comments/1x6sshh/whats_slowing_you_down/pgy60qj/"}]}}, "work.plan_mode": {"praise": 42, "complaint": 42, "n": 84, "weighted": {"praise": 24.04, "complaint": 22.43}, "praiseShare": 50.0, "ci95": [39.5, 60.5], "regard": 0.4804, "regardCi95": [0.456, 0.505], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-05", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i do. i like its bulldog nature. if im setting up a project i know it will plan the everyliving shit out of it.", "link": "https://www.reddit.com/r/codex/comments/1wyinv5/56_sol_still_good_model/pe3n3ho/"}], "complaint": [{"date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "codex-cli /plan mode sometimes drops unrelated parts of the plan silently when i tell it to add more points", "link": "https://twitter.com/1145312977073135616/status/2109917940258927031"}, {"date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux can't turn on the plan mode on with the latest codex app update. please look into it", "link": "https://twitter.com/1213705324961529856/status/2108468808025526503"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "plan mode genuinely doesn't change anything in my experience, it tends to wander off and just forget what it was doing", "link": "https://www.reddit.com/r/codex/comments/1wnto0j/sol_6_is_a_slop_fest/pbpq6cv/"}]}}, "work.response_verbosity": {"praise": 80, "complaint": 129, "n": 209, "weighted": {"praise": 45.09, "complaint": 78.35}, "praiseShare": 38.3, "ci95": [32.0, 45.0], "regard": 0.5735, "regardCi95": [0.538, 0.612], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i added pstack/unslop as an output style, works pretty well. not as clean as codex but a lot better.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2l9as/any_way_to_stop_the_verbosity/pf3lax6/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i kinda hate all the claude models they write so many code comments explaining the code and when you look at the code it’s all over engineered and abstracted/hard to read. sol/astra actually write code you can read and understand", "link": "https://www.reddit.com/r/codex/comments/1x1ilzd/after_years_on_the_200_tier_even_haiku_is/peu2bos/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "probably claude for a batteries included type deal. \nif you plan on doing alot of learning and reading output codex might have a case. i find it's much easier to digest it's output and summaries.", "link": "https://www.reddit.com/r/codex/comments/1ww1vle/which_ai_coding_subscription_should_i_get_for/pdh14xj/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "6.1 is way too defensive. every documentation or reply it made is full of disclaimer that i don't need.\nit's like it lose the capability to summarize stuff.", "link": "https://www.reddit.com/r/codex/comments/1x6rm5s/56_sol_best/pgzeeld/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "can’t tell if this is /s or not, but this sounds exactly like codex right now. \nit’s an expert at saying a whole lot of nothing. ", "link": "https://www.reddit.com/r/codex/comments/1x3n80u/simple_design_job_takes_2_hours_with_sol_high/pfczk9k/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it’s not reading level that’s hard, the way it constructs arguments and styles it’s writing is quite poor. it doesn’t really flow the way a person would naturally explain things ", "link": "https://www.reddit.com/r/codex/comments/1x45gkg/no_wonder_gpt_models_are_hard_to_read_its_outputs/pfgyiji/"}]}}, "work.sycophancy_pushback": {"praise": 18, "complaint": 87, "n": 105, "weighted": {"praise": 8.78, "complaint": 51.58}, "praiseShare": 17.1, "ci95": [11.1, 25.5], "regard": 0.4761, "regardCi95": [0.45, 0.506], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-28", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "[link]\n \ni’ve noticed that if you tell him not to bs you, he will actually challenge you and won’t try to just “agree” with you.", "link": "https://www.reddit.com/r/codex/comments/1ws6or8/is_chat_area_actually_dying/pck3als/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "maybe it’s just my claude, but i had claude (fable 5.1 high) and codex (astra high) cross validate each other, and while claude made fewer mistakes, it was way more passive aggressive/defensive when i pointed to those mistakes. ", "link": "https://www.reddit.com/r/codex/comments/1wqg520/why_openai_still_impresses_me_more_than_claude/pc3vvvh/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "astra also doesn't argue with me and itself, it actually moves projects forward ", "link": "https://www.reddit.com/r/codex/comments/1wjs8ey/tomorrow_when_codex_resets_dont_touch_astra/pb2fnlv/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i am literally babysitting astra with claude lately and my project is making strides in productivity.\ngpt used to be a good babysitter too but went off the rails just agreeing with astra everytime. claude pushed back on a lot of crap astra was doing", "link": "https://www.reddit.com/r/codex/comments/1x64zx6/sol_61_and_astra_cant_be_trusted_by_themself_tibo/pgsthnj/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "complaint", "text": "for anyone who cares. codex models are much easier to gasl1ght...", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x4lwud/my_opus_said_reverse_engineering_does_not_work/pgfo74g/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "with the astra release, they added an instruction that tells the model to disagree with you. it is making the model make up those reasons and start boxing with shadows all the time.", "link": "https://www.reddit.com/r/codex/comments/1x2qns8/sol_61_ethical_limitations/pfczodn/"}]}}, "verify.false_completion": {"praise": 14, "complaint": 224, "n": 238, "weighted": {"praise": 7.17, "complaint": 131.68}, "praiseShare": 5.9, "ci95": [3.5, 9.6], "regard": 0.565, "regardCi95": [0.478, 0.671], "salience": 0.8, "receipts": {"praise": [{"date": "2026-09-19", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "i always find that claude is more likely to lie than codex \nsometimes i feel like its not even hallucinating, it just has this tendency. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wkzwc7/added_a_hook_for_claude_to_run_after_every/pav2uhk/"}, {"date": "2026-09-08", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "interesting in my chat on chatgpt work mode astra max, it reported to me that it couldn't do something instead of lying and doing it and then i had its reviewer review the evidence. i thanked it for it's honesty.\n[link]", "link": "https://www.reddit.com/r/codex/comments/1wa01w3/codex_astra_tried_to_fake_evidence_to_satisfy_a/p8gbl8e/"}, {"date": "2026-09-04", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "it’s waaaaaay to confident and makes statements to the effect of completion only for me to find gaping holes in its ascertaions … it makes a good worker bee but needs management and alot of checking way more than codex or even deepseek", "link": "https://www.reddit.com/r/google_antigravity/comments/1w6yr9t/my_opinion_on_38_flash_is_split/p7s5i3z/"}], "complaint": [{"date": "2026-10-06", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "the check is in the same context that generated the plan. so it looks at its plan and compares to the pr in chat. it's a necessary step as even in astra on x-high i've found it will say it's all implemented only for the planner to say it isn't.", "link": "https://www.reddit.com/r/codex/comments/1wxiifl/succesfull_agent_setup_i_use/pe6d2wa/"}]}}, "verify.self_testing": {"praise": 71, "complaint": 67, "n": 138, "weighted": {"praise": 43.29, "complaint": 38.52}, "praiseShare": 51.4, "ci95": [43.2, 59.6], "regard": 0.4611, "regardCi95": [0.429, 0.491], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-07", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "yes, that was cancelled thoroughly. \nwhat also helped me a lot is giving codex access to the emulator and just letting him test a lot of things there.\n", "link": "https://www.reddit.com/r/codex/comments/1wzr5on/codex_helped_me_launch_my_football_tycoon_testing/peeaaz8/"}, {"date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "chance to win an openai prize. i’m entering the openai devday side quest sweepstakes. #openaisidequest\ncodex cli took a deliberately insecure reset-token generator, switched it to cryptographic randomness, added a focused pytest and proved the patch passes. [link]", "link": "https://twitter.com/2076219635909660672/status/2106325125276569679"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i love it, makes sanity and smoke tests and even generates a report... i like quality, no matter how trivial ", "link": "https://www.reddit.com/r/codex/comments/1wgzmul/coding_benchmarks_should_also_reward_the_leanest/pa07r9c/"}], "complaint": []}}, "verify.agent_code_review": {"praise": 310, "complaint": 61, "n": 371, "weighted": {"praise": 204.98, "complaint": 36.47}, "praiseShare": 83.6, "ci95": [79.4, 87.0], "regard": 0.5846, "regardCi95": [0.543, 0.621], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "keep a $100 codex sub and a $200 claude sub. codex is still better for reviewing and finding edge cases.", "link": "https://www.reddit.com/r/codex/comments/1x86280/advice_needed_for_new_workflow/ph9yelz/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "keep a plus account and use it for reviewing claud products with astra. best of both worlds . codex astra is still very good in this.", "link": "https://www.reddit.com/r/codex/comments/1x5dd8g/comment/pgn52vj/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i was also using codex this whole year until opus 5.5 but now i still use astra and sol 6.1 but only reviwers and researchers - they are quite good at it better than claude and opus 5.5 is stiill my main goto model", "link": "https://www.reddit.com/r/codex/comments/1x4kfy9/things_have_really_changed_for_me/pgegj32/"}], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i only use codex to get a second opinion on pr reviews but the last month or so it is no longer finding unique issues.", "link": "https://www.reddit.com/r/codex/comments/1ww9cf7/holy_usage_increase_after_latest_reset/pdm6xe9/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "this is chat gpt auditing codex work. i find that codex auditing its own work doesn’t work well", "link": "https://www.reddit.com/r/codex/comments/1wsxjtm/how_often_does_this_happen_to_you_happens_every/pcpts9h/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "100% im a developer and even using gpt 6 sol (havent tried 6.1 yet) i dont trust code reviews by it", "link": "https://www.reddit.com/r/codex/comments/1wto9sy/bug_hunt_bench_61_sol_max_44_656_vs_6_astra_max/pcw74tn/"}]}}, "verify.change_review_ui": {"praise": 21, "complaint": 46, "n": 67, "weighted": {"praise": 13.59, "complaint": 27.14}, "praiseShare": 31.3, "ci95": [21.5, 43.2], "regard": 0.4809, "regardCi95": [0.458, 0.505], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@daradoescode i think every harness needs to copy the annotate feature in the codex app\nholy fuck it's so useful", "link": "https://twitter.com/1552473550396633088/status/2111196778821505465"}, {"date": "2026-09-25", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@theo switched back yesterday. opus 5.5 needs way less correcting and the usage feels generous. what i miss is the codex app for reviewing changes. a terminal is still a rough place to read diffs.", "link": "https://twitter.com/1773624715547922432/status/2103391407570624592"}, {"date": "2026-09-01", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "initial thoughts on the claude code desktop app experience vs. the codex app: dictation is better with claude (live dictation that shows what you're saying as you talk) but ui for reviewing code diffs and changes are much better on codex.", "link": "https://twitter.com/1991264646242938880/status/2094883869027934408"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it's happened before too, sometimes it can make python scripts and do changes via it so it doesn't show \"files changed\"", "link": "https://www.reddit.com/r/codex/comments/1x8830j/codex_app_stopped_reporting_files_changed/phd38kg/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i would go back to vs code if claude or codex extension had actual inline diffs.", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/whats_alternative_to_cursor_now/pgoukst/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "codex don’t show as much visibility. you don’t have a button to approve/reject each edit. it’s still oriented towards prompt and forget", "link": "https://www.reddit.com/r/cursor/comments/1ws0efi/dont_people_appreciate_an_ide/pckufmd/"}]}}, "ui.display_settings": {"praise": 343, "complaint": 814, "n": 1157, "weighted": {"praise": 210.38, "complaint": 492.66}, "praiseShare": 29.6, "ci95": [27.1, 32.3], "regard": 0.4454, "regardCi95": [0.417, 0.477], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@yb_xander codex app is soooo much better than the cli ux- and feature-wise.", "link": "https://twitter.com/1213832156721532929/status/2111704275143340179"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "popped back over to codex app to say hi to my dot, saw @thsottiaux and team have added a suggested message functionality like @claudeai. nice touch! [link]", "link": "https://twitter.com/222147077/status/2111070500793520389"}, {"date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "the recent @openai codex feature where the next prompt is automatically coming in the chatbox is incredible! making it more proactive and reactive.\na great stat to monitor would be how many times the suggested prompt is used", "link": "https://twitter.com/809780816867753984/status/2110561497827139960"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "i've used claude code , opencode bit ux wise codex cli is dogshit", "link": "https://twitter.com/1574024114221654016/status/2111747502550737161"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@theobileonard why use cli when you can just use a gui that's a more natural interface? i use t3code and i'd rather die than use claude or codex cli", "link": "https://twitter.com/1296003275322527744/status/2111845605463007496"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux one of the main issues that i'm seeing right now, is you have an extremely disconnected experience across the entire codex app. these tools are all good in their own right but the ui and presentation are still very hard to understand fully.", "link": "https://twitter.com/230008143/status/2111294081137852768"}]}}, "ui.session_history": {"praise": 76, "complaint": 247, "n": 323, "weighted": {"praise": 49.41, "complaint": 144.52}, "praiseShare": 23.5, "ci95": [19.2, 28.4], "regard": 0.4905, "regardCi95": [0.451, 0.528], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "my model has never missed from a cold continue and i do this a lot", "link": "https://www.reddit.com/r/codex/comments/1x7cpy9/searching_advice_most_token_efficient_way_to/ph5qeti/"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "claude cowork really needs to let you fork a conversation\nthis feature exists in other apps (e.g. codex app, claude code cli). it's one of the main reasons i've been using codex as a daily driver for the past few months", "link": "https://twitter.com/369777416/status/2110904164922589427"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "yes but i wish they would go the codex route and not have project sessions locked per account.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7urcd/is_switching_to_a_2nd_max_account_when_the_first/ph7fxrz/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "the dot transcript isn't even accessible from other transcripts in the codex app. it needs to be more integrated, dawg. like this, it's lowkey useless", "link": "https://twitter.com/667223/status/2110422973433696605"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "you may have accidentally archived it, which is a little bit of a bitch but you can get back, ask it about, it, sadly no interface for it easily.", "link": "https://www.reddit.com/r/codex/comments/1x3ng0m/one_of_my_chats_just_disappeared/pfcnblw/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "still can’t operate in codex on 2 different computers. dot is kind of dumb for me in that sense.", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pf1jh0x/"}]}}, "ui.interrupt_steer": {"praise": 43, "complaint": 64, "n": 107, "weighted": {"praise": 29.48, "complaint": 42.36}, "praiseShare": 40.2, "ci95": [31.4, 49.7], "regard": 0.4921, "regardCi95": [0.459, 0.528], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i usually just tell it to do a bunch of stuff and add even more stuf through steering and it worked fine.", "link": "https://www.reddit.com/r/codex/comments/1x3n80u/simple_design_job_takes_2_hours_with_sol_high/pfds4xt/"}, {"date": "2026-10-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "the new chatgpt (codex) app has default new message as steer vs queue. i ... kind of love it!", "link": "https://twitter.com/137867896/status/2109747570067259490"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i'll often steer with \"explain x, then continue\" and it works well for me.", "link": "https://www.reddit.com/r/codex/comments/1x3dg7k/features_suggestions/pfa0tp7/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "having the queue eat the previous task every time capacity trips is worse than no queue. i only leave one message now and keep the rest in a local checklist i fire when the chat window's free again.", "link": "https://www.reddit.com/r/codex/comments/1x68hdn/codex_moves_on_to_the_next_queued_message_if_at/pgtmdbg/"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "disappointed with how this works in the codex app.\ni get not wanting to disrupt automation, but i can't get through a set of questions before it finishes, which defeats the whole purpose. \ncan questions trigger an actual pause if it detects typing?\n@openaidevs @ajambrosino [link]", "link": "https://twitter.com/3293265447/status/2110358825924460795"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "nah steering always happened after the latest call never in real time", "link": "https://www.reddit.com/r/codex/comments/1x1063x/probably_no_reset_on_day_4/pepapww/"}]}}, "surfaces.remote_mobile": {"praise": 249, "complaint": 277, "n": 526, "weighted": {"praise": 147.4, "complaint": 173.77}, "praiseShare": 47.3, "ci95": [43.1, 51.6], "regard": 0.3962, "regardCi95": [0.359, 0.43], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "there was a point made that codex is running the app-server daemon on its own in the background, but this is super convenient, and if the codex cli, codex desktop app, and mobile are all connected to the same app-server, all sessions are synchronized.", "link": "https://twitter.com/46878200/status/2111000056337957037"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@rileybrown give to your dot looot and you can start doing crazy stuff before dott i was using voice mode in codex app and it's really great\nthen i use cmux and herdr skills to manage other sessions", "link": "https://twitter.com/1459168397523140614/status/2111121456444617002"}, {"date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@benedictk__ i’ve been doing this since last december connecting through any device using rust and wasm for speed on bad connection and cell service, codex app is good enough especially on iphone now though i don’t use it anymore [link]", "link": "https://twitter.com/1627468081931993088/status/2110363405555278257"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "tried the calling feature about 10 times via the mobile app and it never picks up. so weird.", "link": "https://www.reddit.com/r/codex/comments/1x97rkc/openai_cooked_with_dots_ux/phj9lx3/"}, {"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux @thsottiaux hey, codex app still can't start voice mode without stopping the current task/goal. reported multiple times, no response. [link]", "link": "https://twitter.com/1068423632/status/2111497179290595605"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux please improve the usability of remote connections in the official codex app. honestly, it’s far less convenient compared to claude.", "link": "https://twitter.com/2057463361382871041/status/2111112355052716448"}]}}, "surfaces.cloud_sessions": {"praise": 69, "complaint": 136, "n": 205, "weighted": {"praise": 42.21, "complaint": 97.75}, "praiseShare": 33.7, "ci95": [27.5, 40.4], "regard": 0.3699, "regardCi95": [0.338, 0.401], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "your dot can do all those tasks on its cloud computer for zero usage. i built entire blender scenes and websites while my usage was out. i've never let my dot consume even one of my own tokens at all", "link": "https://www.reddit.com/r/codex/comments/1x8108i/my_dot_chewed_through_my_usage_in_a_good_way/phf2qma/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "i usually work locally on the codex app, communicating between codex and claude, but i want to do this experience in the cloud. however, it doesn't quite meet the requirements i'm looking for.", "link": "https://twitter.com/1384472324796080128/status/2111464058432147589"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "complaint", "text": "claude projects feature works purely in the cloud, occasionally asks for local machine access. claude local threads run locally\ncodex works purely on local machine, the one “cloud session” i made glitched and i never tried since, it took too long to set up.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x89dfe/claude_code_users_who_also_use_codex_i_have_a/phas8r8/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "my cloud environment just stopped connecting yesterday. still not back with tech support looking at it.", "link": "https://www.reddit.com/r/codex/comments/1x79vg3/codex_literally_unusable_right_now/ph497w7/"}]}}, "rel.service_errors": {"praise": 81, "complaint": 1001, "n": 1082, "weighted": {"praise": 42.92, "complaint": 593.1}, "praiseShare": 7.5, "ci95": [6.1, 9.2], "regard": 0.4976, "regardCi95": [0.44, 0.559], "salience": 3.5, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "1/ openai codex day 11 of the 28-day streak: fewer \"selected model is at capacity\" errors.", "link": "https://twitter.com/2095163887213826048/status/2111087504107716952"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i rarely hit model at capacity error even while draining before a reset. however i use 6-astra and 5.6-sol subagents so can't comment on 6.1-slow.", "link": "https://www.reddit.com/r/codex/comments/1x4rwed/heavy_users_thoughts_on_recent_throttling/pgg3pyw/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "is codex not working for anyone else right now? i keep getting error messages and other sessions where the chat isn't moving past the thinking stage. @openai #codex", "link": "https://twitter.com/1473478765644763140/status/2111844686499594712"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yea but it feels like i can’t use it because of the model at capacity issues i am still having.", "link": "https://www.reddit.com/r/codex/comments/1x764cy/anyone_else_just_sitting_on_an_insane_amount_of/ph1l5n9/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i always have this problem, like if i leave my desk for 5 min, when i comeback working it take around 20min to reconnecting. i switched to claude, it's my best decision ever!", "link": "https://www.reddit.com/r/codex/comments/1x6z6ib/this_needs_to_stop/ph3yhg2/"}]}}, "rel.response_speed": {"praise": 463, "complaint": 2030, "n": 2493, "weighted": {"praise": 278.48, "complaint": 1424.5}, "praiseShare": 18.6, "ci95": [17.1, 20.1], "regard": 0.2821, "regardCi95": [0.26, 0.305], "salience": 8.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "only using astra, its fast, efficient and i.dont see a reason to switch when it works", "link": "https://www.reddit.com/r/codex/comments/1x8a90j/are_you_still_using_astra_and_if_so_why/phb1ykn/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i was worried i was getting rerouted or something because 6.1 sol is running so much faster the past hour or 2", "link": "https://www.reddit.com/r/codex/comments/1x6co2i/the_output_speed_is_way_higher_than_before/pgu94sg/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "tibo really did something yesterday. in my experience, 6-sol and 6-astra were outputting about 30 tokens/s with fast mode on for the past two weeks, but now they're back to about 70 tokens/s. now they can really get some work done!", "link": "https://www.reddit.com/r/codex/comments/1x6co2i/the_output_speed_is_way_higher_than_before/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@derrickcchoi could you ask tibo to fix this major issue? 😭 i tagged him on my profile a few days ago but got no reply.\nmy tests a few days ago showed no significant tps difference between fast and normal mode in the codex app. sometimes normal was even faster. that's insane!", "link": "https://twitter.com/1913773282530414592/status/2111642368944582808"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "not sure why so many voted for no 5hr limits. there's no way to hit those limits anyway with how slow the models are. might as well get the 2x weekly.", "link": "https://www.reddit.com/r/codex/comments/1x7zs7h/usage_sitting_at_0/phasmah/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "whats the point of paying for fast mode when most of its time codex spends it writing logs to your ssd and doing slow tool calls.", "link": "https://www.reddit.com/r/codex/comments/1x78fq5/latest_update_on_ultrafast/ph2ip0b/"}]}}, "rel.client_failures": {"praise": 75, "complaint": 1507, "n": 1582, "weighted": {"praise": 45.73, "complaint": 948.12}, "praiseShare": 4.7, "ci95": [3.8, 5.9], "regard": 0.3531, "regardCi95": [0.308, 0.404], "salience": 5.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@sebaaltonen running the agents headless over ssh on a cheap box and keeping the laptop as a thin client fixes this fast. codex cli in tmux uses way less memory than the desktop app.", "link": "https://twitter.com/2096398346512429057/status/2111882173640839359"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "just use codex cli, i have two instances and both use like 500 mb", "link": "https://www.reddit.com/r/codex/comments/1x7fro5/openai_builds_tools_that_can_rewrite_entire_apps/ph3yrna/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "also, i have chats that are stuck from weeks ago. just have a spinning icon and i cannot stop them (chatgpt only)...hasnt happened in codex", "link": "https://www.reddit.com/r/codex/comments/1x6owlw/tibo_post_day_11weve_landed_a_series_of_changes/pgx6e9i/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "exactly. used it extensively since day 1, after 5 days things started to hiccup, in the 8th day it became unusable. no connection between voice and chat and can’t communicate with codex", "link": "https://www.reddit.com/r/codex/comments/1x97rkc/openai_cooked_with_dots_ux/phjd0br/"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "the app from @bot compared to the codex app and claude app is a rocket, i used it all day and it didn't freeze once. with the others, it averages a memory consumption of 60gb.", "link": "https://twitter.com/93832482/status/2111676566757318961"}, {"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "codex cli has to be one of the most unoptimised pieces of software", "link": "https://twitter.com/1574024114221654016/status/2111747395231060279"}]}}, "rel.update_breakage": {"praise": 45, "complaint": 492, "n": 537, "weighted": {"praise": 27.73, "complaint": 312.2}, "praiseShare": 8.4, "ci95": [6.3, 11.0], "regard": 0.4082, "regardCi95": [0.364, 0.459], "salience": 1.8, "receipts": {"praise": [{"date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@jiangkoumo_ the rust version of codex cli is finally stable. the beta version crashed on me twice before, but this time i can install it with confidence.", "link": "https://twitter.com/1804733603378503680/status/2108505912252281097"}, {"date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "recently, the chappy app, or for me, the codex app, automatically continues the tasks that are in progress even after restarting for updates, so i can update anytime. it's amazing.", "link": "https://twitter.com/51699717/status/2107066935917908144"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "they released a new update i think it fixed it i got no problems now.", "link": "https://www.reddit.com/r/codex/comments/1wuwnc2/chatgpt_windows_app_keeps_asking_for_permission/pdss92x/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@thsottiaux for some reason codex cli is failing on latest version!! [link]", "link": "https://twitter.com/1698011510042251264/status/2111751972575744208"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it sucks! new update just makes what was working into nothing", "link": "https://www.reddit.com/r/codex/comments/1x76aoh/chatgpt_edge_extension_chatgptcom_refused_to/ph2khtg/"}, {"date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "codex cli version v0.163.0, the recent updated one, has this frustrating bug. i checked github and few devs also facing this error and the git repo is still open. please check a look @thsottiaux @openaidevs [link]", "link": "https://twitter.com/1569265110895726594/status/2111165898484486588"}]}}, "account.support": {"praise": 74, "complaint": 317, "n": 391, "weighted": {"praise": 39.76, "complaint": 193.94}, "praiseShare": 18.9, "ci95": [15.4, 23.1], "regard": 0.5604, "regardCi95": [0.513, 0.608], "salience": 1.3, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "the bug is fixed thanks to the quick turnaround from openai support. appreciate it!\n#openai #codex\n[link]", "link": "https://twitter.com/128682412/status/2108709486777204982"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "hi everyone, quick update: i got a response from support, and it turns out the issue was indeed on their end.\nmy credits have now been restored, so hopefully everything will be sorted out for you guys as well!\nthanks everyone for your replies and help! :)", "link": "https://www.reddit.com/r/codex/comments/1wvw1fz/62500_promotional_credits_suddenly_disappeared/pe1qiin/"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "thanks \"you have been granted a prorated refund of €53.83 based on your usage.\" :)", "link": "https://www.reddit.com/r/codex/comments/1wt4x3u/fyi_if_youre_in_the_eu_you_can_easily_receive_a/pcxzqx3/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "not the only one, a good amount of us had this happen to us and there has been no word or anything. crazy.", "link": "https://www.reddit.com/r/codex/comments/1x7zs7h/usage_sitting_at_0/ph93osm/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yeah smth similar happened to me too. they told me, yeah you qualify, go buy pro 200 and we will fix it, so i bought it, showed them, then they told me they gonna take it further up w \"specialists\", and then ghosted since 2 weeks...", "link": "https://www.reddit.com/r/codex/comments/1x45q9b/codex_usage_and_operation_discussion_last_updated/pgtnw7s/"}, {"date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "day 8: it's been eight days!!! still no response to my appeal!!! \n#chatgpt #openai #codex", "link": "https://twitter.com/1348656253870895104/status/2109855607813787790"}]}}, "account.billing_errors": {"praise": 5, "complaint": 182, "n": 187, "weighted": {"praise": 2.42, "complaint": 105.83}, "praiseShare": 2.7, "ci95": [1.1, 6.1], "regard": 0.5411, "regardCi95": [0.43, 0.691], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "it's more than just taxes though.\nit's technically $200 x 1.12% = $224/mo usd \nbut the canadian plan is 250 x 1.12% = $280 cad \nbut i'm being charged the exchange rate, so \\~$320 cad and over-paying by $40", "link": "https://www.reddit.com/r/codex/comments/1x2xsn3/20x_planning_is_billing_me_at_224_usd_and/pf6fu5t/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "[link]\nanyone else being charged more than $200 usd for their plan? \ni'm being consistently charged $224 usd on a canadian account, and being overbilled where i'm paying $320 vs. the $250 cad advertised.\n \ni'm paying almost +$70 cad per month extra because of their billing....?", "link": "https://www.reddit.com/r/codex/comments/1x2xsn3/20x_planning_is_billing_me_at_224_usd_and/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "not from india, but had the same issue, and when i needed to get a 100$ sub, i managed to successfully purchase it with the exact same payment method that i used to try to get the free trial which they were unable to authenticate lol", "link": "https://www.reddit.com/r/codex/comments/1wy1pb1/unable_to_get_the_free_trial/pdzglzu/"}]}}, "account.bans_restrictions": {"praise": 25, "complaint": 193, "n": 218, "weighted": {"praise": 14.88, "complaint": 113.5}, "praiseShare": 11.5, "ci95": [7.9, 16.4], "regard": 0.552, "regardCi95": [0.495, 0.624], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i guess the good part of codex is that you can call him stupid and wont get banned as opposed to claude now", "link": "https://www.reddit.com/r/codex/comments/1x2ojgq/i_still_favor_gpt_models_over_claude_models/pf4lhu6/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i think the only reason at this moment, is that openai doesn't care that i use openclaw, and anthropic would ban me for it", "link": "https://www.reddit.com/r/codex/comments/1x0afiz/question_for_people_with_codex_and_claude/pej2g2e/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "i keep with openai at the moment as i prefer to use my pi agent setup and they are ok with it. anthropic, you never know when they will ban you for using a different harness.", "link": "https://www.reddit.com/r/codex/comments/1wxq5ng/new_tibo_post/pdwnw3m/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "says \"your account isn’t currently eligible for daybreak. you can still use chatgpt.\" and no further options to do anything", "link": "https://www.reddit.com/r/codex/comments/1x77sd4/does_anyone_has_access_to_daybreak/ph1wq9m/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yeah i experienced kind of the same thing. it was showing that i had pending identity verification but after verifying the key and email it said i wasn’t eligible.", "link": "https://www.reddit.com/r/codex/comments/1wrd3mq/daybreak_blue_access_lost_after_following/pf34u8d/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yep this one is a reset. especially im from eu and dots is banned. i feel that open ai is not a good option if someone lives in the eu.", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pex0540/"}]}}, "account.data_privacy": {"praise": 16, "complaint": 80, "n": 96, "weighted": {"praise": 7.97, "complaint": 50.07}, "praiseShare": 16.7, "ci95": [10.5, 25.4], "regard": 0.4788, "regardCi95": [0.453, 0.509], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-19", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "praise", "text": "@presidentlin i did an amateur privacy audit of codex cli because of these very fears and in preliminary investigations it passed the test. [link]", "link": "https://twitter.com/1641924936699879426/status/2101194975568654425"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "@rvtond nope, this is purely personal. openai codex subs do not have zdr. do not use this if you care about zdr. only use for oss stuff 😎", "link": "https://twitter.com/14961859/status/2111389399342797280"}, {"date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "polarity": "complaint", "text": "i think openai made a big mistake not making dots a separate app.\ntoday i discovered that, because i connect my gmail to dots, the codex app i use for work has the same access\n(and searches it at pretty random times!) [link]", "link": "https://twitter.com/61344715/status/2109000518890885378"}]}}}, "requests": {"authorWeeks": 7525, "themes": [{"theme": "Banked resets usable on demand", "criterion": "limits.reset_schedule", "authorWeeks": 150, "posts": 156, "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "they really need to start handing out **banked** resets by now.", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph47nup/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "given codex / tibo is handing out resets like no tomorrow claude needs to give us a banked reset this week.. please!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6l3rk/need_banked_reset/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "its robbing me of quota when i don't find out till 30 minutes before the reset.... banked please", "link": "https://www.reddit.com/r/codex/comments/1x6g224/free_resets_are_nice_but_what_are_we_actually/pgv03j5/"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 147, "posts": 155, "examples": [{"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "it has been already slow. and you should ask for x2 usage base.", "link": "https://www.reddit.com/r/codex/comments/1x6d686/why_not_just_create_a_slow_mode_that_reduces_usage/pgubx2o/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "i thought the same when i saw them float the idea/vote of 5hr limits. what is going on! they are making enough money, just give us all more usage. stop messing around with us.", "link": "https://www.reddit.com/r/codex/comments/1x467hb/it_took_two_weeks_for_them_to_go_back_on_their/pgfhdds/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "probably a coding subscription plan that doesn’t continually anally molest us on limits while trying to placate us with useless stuff like dots", "link": "https://www.reddit.com/r/codex/comments/1x4hvzd/what_i_want_is_a_no_bs_plan/pgdyxfv/"}]}, {"theme": "Remove the 5-hour usage window", "criterion": "limits.window_interrupts_work", "authorWeeks": 140, "posts": 153, "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "resets would be more useful without the 5 hour limit on the $20 plan.", "link": "https://www.reddit.com/r/codex/comments/1x7ls35/the_reset_economy_then_and_now/ph6u7ag/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "someone who has a 8 to 5 work and commutes while consuming an additional 1hr would benefit in a no 5hr limit.\nnot everyone is a fulltime developer on their own projects.\n", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfekp12/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "because there is no transparency in what 2x weekly limit could mean or entail. given that it’s completely arbitrary, a removal of the 5 hour limit would at least show an immediate change.", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfcucdy/"}]}, {"theme": "Opt out of forced resets", "criterion": "limits.reset_schedule", "authorWeeks": 125, "posts": 140, "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "its honestly annoying at this point. give me a banked reset or leave my shit alone", "link": "https://www.reddit.com/r/codex/comments/1x8ekzi/reset_landing_by_end_of_day_today_pst/phc0tyi/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "because of how sporadic these resets are i'm inclined to use fast mode until i'm at like 10% usage left then switching to a cheaper model like 6.1 to avoid missing out on unused credits. would be better if they were banked.", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph50qzt/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "it really would be ideal to give us a banked reset with an expiration, instead of a forced reset.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph1msog/"}]}, {"theme": "Additional bonus usage resets", "criterion": "limits.reset_schedule", "authorWeeks": 125, "posts": 130, "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "sufficient backup 🔥\ncome on!!!\ntibo!\nanother 10 reset cards\ni can also burn through my pro20x\n@thsottiaux \n#openai #codex #tibo [link]", "link": "https://twitter.com/1971095578311569408/status/2110717443123618150"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "i’m trying to go the other way because i am not using that many tokens right now. but i want to keep the resets", "link": "https://www.reddit.com/r/codex/comments/1x1w3mi/do_you_lose_resets_if_you_downgrade_to_plus/pex7ut5/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "so reset for all eu cause technically this is not an update for us pay btw. 265 dollar with vat", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pex0eeu/"}]}, {"theme": "One-time immediate usage reset", "criterion": "limits.reset_schedule", "authorWeeks": 116, "posts": 127, "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "i am at 15% left and have 10x account (formerly 20x accounts) so a reset would be nice.", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph4sp3y/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "we need a reset today. the usage had been buggy since this morning and burned 1/3 of my usage in hours.\nlast night it performed very well, for a whole day it burned about 30-40%. but this morning has been horrible!\ni'm so sick of this back and forth..", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph46b3v/"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @jesusisgod codex cli users: wtf where is the reset", "link": "https://twitter.com/1878193431165472768/status/2110272443755749721"}]}, {"theme": "Restore previous usage limits", "criterion": "limits.allowance_change", "authorWeeks": 111, "posts": 128, "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "yeah give back our 50% usage that you took away (which we paid in full)", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgfsvuq/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "i want what i originally payed for. if i use it up in a day, then that's on me. if you can't handle the demand, that's on you and you should really learn to throttle people better.", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfdenmt/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "just to be clear by 2x he means \"the same usage you had on the 20x plan before we cut it in half\". \nso all they'd be doing is adding 5 hour limits instead of cutting our usage in half. how about neither and just go back to how it was before d-day?", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7g33h/"}]}, {"theme": "Faster overall response speed", "criterion": "rel.response_speed", "authorWeeks": 95, "posts": 101, "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@emilydahin @openai the most fatal problem with codex is that it is too slow. compared to claude, the speed difference is too much. i hope it can be resolved.", "link": "https://twitter.com/2037394626022395905/status/2110591045251842179"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "`selected model is at capacity. please try a different model.` \nsolve this and the painfully slow speeds first please", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgfocue/"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when can the codex app be optimized a bit? it's too laggy. \nalso: when can the hardware be upgraded? the model speed is too slow, like constipation.", "link": "https://twitter.com/2067101468663156736/status/2109820361399508998"}]}, {"theme": "More token-efficient models", "criterion": "limits.plan_value", "authorWeeks": 94, "posts": 97, "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "they should really just focus on optimizing cost on opus it's literally like state of the art and that's not even glazing, its that good", "link": "https://www.reddit.com/r/codex/comments/1x0xg1z/after_using_opus_55_since_it_released_all_the/pep3xhs/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "opus 5.5 is fantastic. honestly if intelligence stayed at this level and cost would go down and speed would go to i would be happy. it’s incredibly reliable and nice to work with", "link": "https://www.reddit.com/r/codex/comments/1wzpt31/opus_55_vs_sol_61/pefhrw0/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "what about increasing the 6.1 speed? and at least while we wait ceaper usage for astra. my 200$ sub feels useless right now.", "link": "https://www.reddit.com/r/codex/comments/1wxq5ng/new_tibo_post/pdyqzmr/"}]}, {"theme": "Resets that keep the normal reset date", "criterion": "limits.reset_schedule", "authorWeeks": 92, "posts": 102, "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "yes i reset and had 98 left and then tibo reset that and pushed it by another day. resets should not apply if you are underusing your quota. so lets say you hav 86% left and 6 days to the reset you are using right on target and shuold not recieve a reset to push the week back.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph37slc/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "the problem with the forced resets is that they also move the reset day ahead. keep the reset day and no one should be complaining.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph1paog/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "it's not really free when the weekly reset date changes. maybe a little extension", "link": "https://www.reddit.com/r/codex/comments/1x6g224/free_resets_are_nice_but_what_are_we_actually/pguyu2u/"}]}, {"theme": "Compensation reset after outages or bugs", "criterion": "limits.reset_schedule", "authorWeeks": 86, "posts": 90, "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux ngl we deserve a reset. we haven’t been getting any major features these last 12 days or anything ground breaking. this is really disappointing considering i enjoy the codex app a lot more than claude but i might honestly have to switch over", "link": "https://twitter.com/1640555860895358976/status/2111245285787861198"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "there was no update that landed. he owes us a reset to follow the commitment he created.\nhe better not just defer a 'great' update and drop it tomrrow and think thats sufficient for missing day 10", "link": "https://www.reddit.com/r/codex/comments/1x6bcjt/day_10_tibo_got_optimized_out/pgu2ffb/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "openai status is *finally* reporting degraded performance in codex, so this should be a **banked reset** imo. unless they weasel out of it of course. ᘛ⁐̤ᕐᐷ", "link": "https://www.reddit.com/r/codex/comments/1x4ytrm/selected_model_is_at_capacity_please_try_a/pgjqw99/"}]}, {"theme": "Predictable fixed reset schedule without surprises", "criterion": "limits.reset_schedule", "authorWeeks": 69, "posts": 79, "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "i was at 95% because i was waiting towards the end of the week and my 7 days have started over. its fucked up my workflow timing for the week. i would honestly prefer these types of resets don’t happen.", "link": "https://www.reddit.com/r/codex/comments/1x4je5m/day_8_reset/pgfajfr/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "banked resets expire in a month, i’ve used less than half the banked resets i’ve gotten. but again, i didn’t sign up for random reset or banked resets, i signed up for a fixed amount resetting every 7 days.", "link": "https://www.reddit.com/r/codex/comments/1x00bd8/these_resets_have_been_reducing_the_quantity_of/pesw9cf/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "will something happen? probably not.\nthis has been an issue since resets were released. not to say they are a bad thing, but having my usage get shifted around really can screw up plans i make. ", "link": "https://www.reddit.com/r/codex/comments/1x03x31/tibo_dont_reset_topup/pehap78/"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 1523, "negative": 3110, "positiveShare": 32.9, "ci95": [31.5, 34.2]}, {"week": "2026-09-07", "positive": 1452, "negative": 3968, "positiveShare": 26.8, "ci95": [25.6, 28.0]}, {"week": "2026-09-14", "positive": 1183, "negative": 3166, "positiveShare": 27.2, "ci95": [25.9, 28.5]}, {"week": "2026-09-21", "positive": 1347, "negative": 3348, "positiveShare": 28.7, "ci95": [27.4, 30.0]}, {"week": "2026-09-28", "positive": 1503, "negative": 3892, "positiveShare": 27.9, "ci95": [26.7, 29.1]}, {"week": "2026-10-05", "positive": 1139, "negative": 2594, "positiveShare": 30.5, "ci95": [29.1, 32.0]}, {"week": "2026-10-12", "positive": 680, "negative": 1668, "positiveShare": 29.0, "ci95": [27.2, 30.8]}], "weeklyScore": [{"week": "2026-08-31", "authors": 10877, "reach": {"shareOfVoice": 33.62, "value": 1.0}, "regard": {"value": 0.498, "ci95": [0.484, 0.513]}, "score": {"value": 59.4, "ci95": [55.3, 63.6]}, "ranking": {"rank": 2, "rankRange": [2, 5]}}, {"week": "2026-09-07", "authors": 11426, "reach": {"shareOfVoice": 37.15, "value": 1.0}, "regard": {"value": 0.432, "ci95": [0.416, 0.447]}, "score": {"value": 47.1, "ci95": [45.0, 50.1]}, "ranking": {"rank": 9, "rankRange": [6, 12]}}, {"week": "2026-09-14", "authors": 9953, "reach": {"shareOfVoice": 32.24, "value": 1.0}, "regard": {"value": 0.43, "ci95": [0.414, 0.446]}, "score": {"value": 44.9, "ci95": [42.5, 47.8]}, "ranking": {"rank": 12, "rankRange": [11, 13]}}, {"week": "2026-09-21", "authors": 10583, "reach": {"shareOfVoice": 29.32, "value": 0.986}, "regard": {"value": 0.396, "ci95": [0.38, 0.41]}, "score": {"value": 43.4, "ci95": [41.8, 45.6]}, "ranking": {"rank": 13, "rankRange": [12, 15]}}, {"week": "2026-09-28", "authors": 12179, "reach": {"shareOfVoice": 33.85, "value": 1.0}, "regard": {"value": 0.39, "ci95": [0.376, 0.406]}, "score": {"value": 42.0, "ci95": [40.5, 44.0]}, "ranking": {"rank": 14, "rankRange": [13, 15]}}, {"week": "2026-10-05", "authors": 8751, "reach": {"shareOfVoice": 27.92, "value": 0.961}, "regard": {"value": 0.404, "ci95": [0.387, 0.419]}, "score": {"value": 45.2, "ci95": [43.3, 47.4]}, "ranking": {"rank": 12, "rankRange": [10, 13]}}, {"week": "2026-10-12", "authors": 6146, "reach": {"shareOfVoice": 22.97, "value": 0.963}, "regard": {"value": 0.449, "ci95": [0.432, 0.467]}, "score": {"value": 49.6, "ci95": [46.8, 53.0]}, "ranking": {"rank": 9, "rankRange": [7, 11]}}]}, {"id": "cline", "name": "Cline", "maker": "Cline (open source)", "sources": [{"channel": "X", "selector": "@cline", "posts": 2306}, {"channel": "Reddit", "selector": "r/CLine", "posts": 601}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 212}, {"channel": "Trustpilot", "selector": "Trustpilot", "posts": 2}], "records": 3121, "judgingPosts": 834, "authors": 1885, "authorWeeks": 2318, "reach": {"shareOfVoice": 1.12, "weightedUsers": 1139.0, "value": 0.497}, "regard": {"positiveAuthorWeeks": 237, "negativeAuthorWeeks": 409, "rawPositiveShare": 36.7, "rawCi95": [33.1, 40.5], "value": 0.5, "ci95": [0.487, 0.514]}, "score": {"value": 46.7, "ci95": [45.2, 48.3], "popularityZ": -0.164, "loveZ": -0.292}, "ranking": {"rank": 11, "rankRange": [9, 11]}, "levers": {"setup": {"score": 46.7, "gain": 0.02, "rank": 11}, "context": {"score": 46.7, "gain": 0.02, "rank": 11}, "work": {"score": 47.3, "gain": 0.56, "rank": 11}, "checking": {"score": 46.7, "gain": 0.0, "rank": 11}, "account": {"score": 46.8, "gain": 0.07, "rank": 11}}, "criteria": {"paying": {"praise": 57, "complaint": 139, "n": 196, "weighted": {"praise": 30.95, "complaint": 79.48}, "praiseShare": 29.1, "ci95": [23.2, 35.8], "regard": 0.5111, "regardCi95": [0.482, 0.542], "salience": 30.3, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline this looks awesome, 56x cheaper with the same score is a huge win for anyone using cline daily.", "link": "https://twitter.com/1505507413239205895/status/2107204696880402453"}, {"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "praise", "text": "participate in the pclub iitx @cline hackathon as a team of 3. from the very morning at 10 am to a non-stop grind till 7 pm. it was very nice, user-friendly, and cost-effective, ide @cline. i suggest you use @cline. we also have one more free pass to the @cline pro. [link]", "link": "https://twitter.com/1950912534577565696/status/2106821719424155991"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "on cline i've been using mimo v2.6 pro for a couple of days and heavily and i havent once hit a week limit or 5 hour limit", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1woa5d3/mimov26_both_pro_and_flash_is_a_benchmaxxed_scam/pd1iv9o/"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline it's a wonder, this way you always bump into free models for those of us who don't have money.", "link": "https://twitter.com/1765888710992601088/status/2103666431212569026"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "i'm starting to think cline pass deserves to be in the comparison too. you need to use cline desktop to make use of their free models, but at the moment they seem kind of generous. ", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wpp83n/deep_comparison_for_heavy_use_command_code_vs/pbxavux/"}], "complaint": [{"date": "2026-10-17", "source": "Trustpilot", "community": "Trustpilot", "polarity": "complaint", "text": "year subscription is fail, for one day i used 60 percent of monthly limit.", "link": "https://www.trustpilot.com/reviews/6ad38e490b72114195c05212"}, {"date": "2026-10-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@officiallogank @cline it’s being consumed way too fast! i’m almost afraid to use it anymore—just two questions and the balance is nearly gone! users are asking: is there any way to fix or improve this?", "link": "https://twitter.com/1149911490088054784/status/2110653359590133965"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "for now the experience is not good; dsh eats my credits extremely fast! \nin 7min working on a complex task, it used 20% of the 5h credits. ", "link": "https://www.reddit.com/r/CLine/comments/1x0pfqy/cline_vs_deepseek_harness/pf3egyx/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i bought clinepass again after my opencode subscription ran out, it still said all over the website you could use it outside of cline, but there is no where in the [app.cline.bot]([link]) dashboard that lets you do this anymore? ", "link": "https://www.reddit.com/r/CLine/comments/1wz55p4/clinepass_removed_api_keys/"}, {"date": "2026-10-05", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline lies. the user's quota disappears after one conversation. i have already uninstalled it, and you need to provide evidence for what you said.", "link": "https://twitter.com/770915231073611776/status/2106913670379057165"}]}}, "setup": {"praise": 38, "complaint": 64, "n": 102, "weighted": {"praise": 23.04, "complaint": 37.18}, "praiseShare": 37.3, "ci95": [28.5, 46.9], "regard": 0.4972, "regardCi95": [0.473, 0.521], "salience": 15.8, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline cline has finally released the desktop version. i have been running deepseek in vs code with clinepass, and now i don't need to install the plugin anymore.", "link": "https://twitter.com/1025976578143006721/status/2109895425654394890"}, {"date": 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rom all the clis no need to set up from scratch.\n[link] [link]", "link": "https://twitter.com/802171224/status/2100730291136631006"}], "complaint": [{"date": "2026-10-05", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "[link]\ni can't even get it to run. it used my cline vs code settings and it seems to be set up correctly to use my locally hosted model, but it keeps asking me for an api key, which i don't have because it's a local model.\nit works just fine in vs code.", "link": "https://www.reddit.com/r/CLine/comments/1wg8pqc/introducing_cline_desktop_a_native_interface_for/pdwz2xe/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i was having some issues as well. i asked it what tools it had access to and it found them. for some reason it gets confused by mcp stuff and idk why.", "link": "https://www.reddit.com/r/CLine/comments/1wvqals/model_cant_see_mcps_in_cline_desktop_for_windows/pdgheji/"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i cannot log in to the cline desktop, no windows pop up", "link": "https://twitter.com/1761265380851363840/status/2103686635896688645"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline please add verify metode with email, because my number is not entered in the otp code", "link": "https://twitter.com/1445902848374366209/status/2103731138703602074"}, {"date": "2026-09-25", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline please add a way to configure a proxy. it doesn't even seem to use the system proxy configured for the desktop app.", "link": "https://twitter.com/2082820589962862592/status/2103541297730711810"}]}}, "models": {"praise": 15, "complaint": 39, "n": 54, "weighted": {"praise": 7.85, "complaint": 20.31}, "praiseShare": 27.8, "ci95": [17.6, 40.9], "regard": 0.5023, "regardCi95": [0.484, 0.52], "salience": 8.4, "receipts": {"praise": [{"date": "2026-09-30", "source": "Reddit", "community": "r/CLine", "polarity": "praise", "text": "'cause it's the most recent sonnet version listed in the anthropic provider dropdown menu, and it seems to work better with cline than opus or fable.", "link": "https://www.reddit.com/r/CLine/comments/1wu7tgd/im_spending_50day_on_tokens_when_working_with/pd18y7h/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "qwen3.8-27b-nvfp4-mtp has been outstanding for me (with cline) when hosted in lm studio with temp set to .1 and the \"reasoning budget\" to 1024. the latter definitely eliminated the annoying over thinking.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wp0z3i/qwen3827b_is_good_enough_that_i_stopped_using_api/pbrd9b5/"}, {"date": "2026-09-22", "source": "X", "community": "@cline", "polarity": "praise", "text": "kimi k3 is still holding strong as my daily driver, but i've started to find some value in using fable in plan mode.\nk3 can get into weeds w/ more complex features/debugs that fable cuts right through.\nkind of cool to move between them thanks to @cline.", "link": "https://twitter.com/2059304303513202688/status/2102438617603854442"}, {"date": "2026-09-16", "source": "X", "community": "@cline", "polarity": "praise", "text": "union alpha is working fine in @cline.\ni'm already running another test.\ni've seen people saying it’s not working for them \nif you want to test it, you can try it here too. [link]", "link": "https://twitter.com/1857824397685567492/status/2100297096545120348"}, {"date": "2026-09-15", "source": "X", "community": "@cline", "polarity": "praise", "text": "@datachaz @cline switching models mid-project is the detail that sells this for me. as a solo dev i'm constantly bouncing between providers, and having that in a native app instead of juggling tabs is a real workflow win.", "link": "https://twitter.com/1574441173149970432/status/2099747757573517819"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "heavily. both muse and argon are terrible. i'd recommend claude, gpt, kimi or glm.", "link": "https://www.reddit.com/r/CLine/comments/1x4ws8u/metas_muse_wonder_is_here_and_its_already_leading/pgmbhdc/"}, {"date": "2026-10-08", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline hey bro!could you please consider adding claude models for cline pass users? even just haiku 5.5 would be great, especially since competing tools like opencode and command go already support it. without it, i'm seriously thinking about dropping my cline pass subscription.", "link": "https://twitter.com/1725701176757559296/status/2108022720827121857"}, {"date": "2026-10-05", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline it's all bullshit; they steer you toward weak models, that's the only way they can keep costs down. i would never choose a bad router over a good model.", "link": "https://twitter.com/1972597660642390016/status/2107213506009600484"}, {"date": "2026-09-28", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline yo guys, when i try to schedule a task in the cline app, i do not have any option to pick the model's effort level. can you pls fix this?", "link": "https://twitter.com/1503370380265857030/status/2104700164397298055"}, {"date": "2026-09-25", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline gemini ain't working , maybe you shouldn't have replaced it with kimi k3", "link": "https://twitter.com/782910885773836288/status/2103377933972672795"}]}}, "context": {"praise": 14, "complaint": 27, "n": 41, "weighted": {"praise": 7.8, "complaint": 14.73}, "praiseShare": 34.1, "ci95": [21.6, 49.5], "regard": 0.4979, "regardCi95": [0.48, 0.517], "salience": 6.3, "receipts": {"praise": [{"date": "2026-09-14", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline open source coding agent @yashwant_eren it understood the entire codebase", "link": "https://twitter.com/362498492/status/2099545376156229643"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/CLine", "polarity": "praise", "text": "i’m building **music\\_switcher**, a python-based desktop app that switches music based on what the user is currently doing. \nsince the app already runs locally in python and interacts with macos through applescript, cline pointed out that sqlite fits naturally: it’s built into python, doesn’t require a separate database server, and stores everything in one local file. \nthe biggest convenience is cline gains access to my files, my commits, my terminal history, very convenient for asking questions and asking questions base on status of my current progress.\n[link]\n", "link": "https://www.reddit.com/r/CLine/comments/1wr0d1o/used_cline_to_choose_a_database_for_my_existing/"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline free 1m context at that speed? that’s a serious upgrade. i’m using the free tier for long docs and it handles them gracefully, no lag when scrolling back to fix syntax earlier in the chat. finally feels practical for daily use rather than just benchmarks", "link": "https://twitter.com/417508671/status/2103188942069858418"}, {"date": "2026-09-20", "source": "X", "community": "@cline", "polarity": "praise", "text": "been trying out kimi k3 in @cline and its awesome. sticks to the tasks, answers correctly. does the job and no bullshit the kind of vibes i got from grok 4.6", "link": "https://twitter.com/1999052311897972736/status/2101616688412475434"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline great for the repo... still blank on the research tab i closed yesterday\ncoding agents need user memory not just codebase memory", "link": "https://twitter.com/1710966407146663936/status/2105033909054619957"}, {"date": "2026-09-22", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@ticassociation @cline @ollama yea i tried to isolate it to just one file but still it had a really hard time following directions.", "link": "https://twitter.com/1155165294530310146/status/2102361502896492908"}, {"date": "2026-09-19", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline hey @cline, v0.0.32 is great, but workspace folder selection has a critical issue: without selecting a target folder inside the workspace, search_codebase becomes useless and forces absolute paths, breaking context workflow.", "link": "https://twitter.com/4161108994/status/2101306814574813242"}, {"date": "2026-09-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline awesome release, but when are local models getting some love? vs code handles context compaction easily, yet the standalone client with litellm has no counter and no compact button at all. any eta on basic context management?", "link": "https://twitter.com/59939351/status/2099936014286336218"}, {"date": "2026-09-14", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@ravikiran_dev7 @cline it resets to low level thinking in each new session - how can you work like this?", "link": "https://twitter.com/1885218934145630208/status/2099550931293458663"}]}}, "work": {"praise": 54, "complaint": 71, "n": 125, "weighted": {"praise": 33.04, "complaint": 41.72}, "praiseShare": 43.2, "ci95": [34.8, 52.0], "regard": 0.4802, "regardCi95": [0.453, 0.506], "salience": 19.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cline", "polarity": "praise", "text": "before @cline wrote a line of lumen, i used plan mode to write a prd: requirements, phase checklists i must finish before moving on, and tests for each phase. then i added it to cline’s context so it always knows the goal. plan mode is underrated.", "link": "https://twitter.com/1425607585730809859/status/2111638396682809750"}, {"date": "2026-10-06", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline that balance of capability and fewer refusals is a big win for security work.", "link": "https://twitter.com/2078842250608758784/status/2107604467520839920"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@haleeeemahh @opencode @cline tried pixel canary on cline this week, it handled my messy refactor without complaint. feels too good to be a small model.", "link": "https://twitter.com/2079846327744401408/status/2103837540260389092"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/CLine", "polarity": "praise", "text": "the entire reason i use cline in the first place is because it has light guardrails that let you get straight to building. ", "link": "https://www.reddit.com/r/CLine/comments/1wnluat/qwen_38_flash_next_broke_out_of_plan_mode_vscode/pbgmpyg/"}, {"date": "2026-09-19", "source": "X", "community": "@cline", "polarity": "praise", "text": "i tested opencode and cline desktop using the muse spark 1.3 model to build a landing page, and the quality difference with cline desktop was really impressive.\ni use opencode a lot, but cline desktop surprised me in a big way. congratulations to the @cline team for that. [link]", "link": "https://twitter.com/3240253059/status/2101108437706854716"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@claudeai @cline this didn't work out too well as claude code cli seems to do a much better job with newer models.", "link": "https://twitter.com/1869484825364549632/status/2109411532002005426"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "it trys always call the tool \"edit\" but the toolset the ide provides is \"editor\". intresting that it dont learn after multiply tryes\n", "link": "https://www.reddit.com/r/CLine/comments/1wpsd1s/space_bunny_alpha_is_now_free_in_cline/pduyqnj/"}, {"date": "2026-09-27", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline why des this keep happening please its frustrating, leaving a session coming to see its stopped. tying continue, proceeds, meaning authentcation was never an issue [link]", "link": "https://twitter.com/83118210/status/2104146625736106087"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline they just need to implement the \"proceed while running\" because i see many cases where the model gets stuck on commands, this is very annoying.", "link": "https://twitter.com/1829600565069807617/status/2103195692617314790"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@dynamicwebpaige @cline it would been nice if it worked for more than half a prompt. deepseek took the slack and finish the job. it's aight in [link] [link]", "link": "https://twitter.com/3977375776/status/2103251904612753482"}]}}, "checking": {"praise": 4, "complaint": 5, "n": 9, "weighted": {"praise": 2.76, "complaint": 2.95}, "praiseShare": 44.4, "ci95": [18.9, 73.3], "regard": 0.4995, "regardCi95": [0.49, 0.511], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "praise", "text": "my first @cline task: let my game load lighter splat files on phones.\nplan mode read 14 files, then asked one question: what if a world lacks the size you asked for?\nfull check passed on the first run. 22 minutes, $0.\n[link]", "link": "https://twitter.com/2106486288543100929/status/2106561204449653202"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/CLine", "polarity": "praise", "text": "same here, and it paid off on this one. the single question it asked in plan mode was the actual design decision, so by the time i switched to act, it didn't implement in the wrong direction. i kept edits and commands on manual approval this time, so each diff doubled as my inspection. once the plan is aligned, do you turn on auto-approve for edits, or keep approving them one by one?", "link": "https://www.reddit.com/r/CLine/comments/1wx3ld8/im_building_a_game_where_your_photos_become/pegyv6i/"}], "complaint": [{"date": "2026-09-23", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i’ve experienced cline plan mode escape with local 3.8-27b yesterday. at first i thought the model confused itself and reported that all changes were applied. i’ve put a note that “it was a plan mode so don’t get confused and now you can make changes for real” and pressed “act” switch. but it replied with a poker face that i “don’t have to worry - all changes already made, please let me know if you want me to make a commit etc... “. i’ve checked the files - all changes were made in plan mode. i’ve also noticed that during that plan mode run it was writing and running some helper python scripts in /tmp directory.", "link": "https://www.reddit.com/r/CLine/comments/1wnluat/qwen_38_flash_next_broke_out_of_plan_mode_vscode/pbjdmzy/"}]}}, "interface": {"praise": 25, "complaint": 20, "n": 45, "weighted": {"praise": 13.2, "complaint": 11.78}, "praiseShare": 55.6, "ci95": [41.2, 69.1], "regard": 0.5144, "regardCi95": [0.497, 0.531], "salience": 7.0, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline ssh support in cline desktop is such a game changer laptop stays light while work runs anywhere", "link": "https://twitter.com/2058013634564177920/status/2103860371098644596"}, {"date": "2026-09-20", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline custom themes and icons make long dev sessions so much better 🎨", "link": "https://twitter.com/2087482063087919104/status/2101717312181272866"}, {"date": "2026-09-20", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline love this custom icons and theme colors make the new cline desktop app feel so personal!", "link": "https://twitter.com/2008812694628175872/status/2101735916218061245"}, {"date": "2026-09-19", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline okay, this is cool\nthanks for making the ui amazing:)", "link": "https://twitter.com/1032195487/status/2101440643063034169"}, {"date": "2026-09-18", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline this is amazing, sleek ui, made me give cline pass a try. i've had huge respect for you folks since the vscode extension, but this is way more up my alley nowadays! keep building! 💛", "link": "https://twitter.com/1558653072/status/2101036722729435386"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "following - i for one would like full persistency not only within cline, but also across devices. using code server, it's annoying that it's impossible to start a chat session on your desktop, continue on your tablet and finish it on your phone.", "link": "https://www.reddit.com/r/CLine/comments/1x3zk0c/cline_in_vs_code_how_can_i_make_sessions_fully/pfiir2u/"}, {"date": "2026-09-30", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i am testing cline desktop on linux, and the maximum font size is too small for visually impaired users. please keep in mind that not everyone is the same.", "link": "https://www.reddit.com/r/CLine/comments/1wu9w9k/font_size_in_cline_desktop/"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline @cline could you please fix the bug when “revert/edit” previous message that would cause duplication in existing active thread? 😭", "link": "https://twitter.com/1770546297579184128/status/2103678027104408011"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline sorry to bother you, in cline app windows, when you clic edit message and restart from this point, the chat session row get duplicated in the left sidebar. [link]", "link": "https://twitter.com/1760047654027796481/status/2102995936842551647"}, {"date": "2026-09-23", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline when i do a steering message, i got this error in windows (latest cline version) , but the task dont stop it continue, and the red message keeps appearing;\nerror 👇", "link": "https://twitter.com/1760047654027796481/status/2102823548062421417"}]}}, "reliability": {"praise": 26, "complaint": 110, "n": 136, "weighted": {"praise": 13.96, "complaint": 61.8}, "praiseShare": 19.1, "ci95": [13.4, 26.5], "regard": 0.5105, "regardCi95": [0.475, 0.542], "salience": 21.1, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "@cline", "polarity": "praise", "text": "@sinnhuuu i have used deepseek in @cline its fast af \nyou should use deepseek for implementation (not orchestration)", "link": "https://twitter.com/2080910665041010688/status/2105839157541314628"}, {"date": "2026-09-30", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline as a harness is crazy fast and makes the model reason more &gt;&gt;", "link": "https://twitter.com/1731562945753276416/status/2105424660720673211"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline that speed boost in the new cline desktop app is so satisfying to use", "link": "https://twitter.com/1889631970667405317/status/2103747460858302559"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline love how blazing fast it feels in the desktop app amazing lineup", "link": "https://twitter.com/2010658787611619328/status/2103900512659857735"}, {"date": "2026-09-25", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline it really is impressive how fast and smooth it feels.", "link": "https://twitter.com/313123169/status/2103601264034529584"}], "complaint": [{"date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "complaint", "text": "anyone getting: cannot connect to api: read econnreset: read econnreset (econnreset) ? everything stops and cline doesn't even try to reconnect... \n", "link": "https://www.reddit.com/r/ClaudeAI/comments/1naiy0l/constant_econnreset_errors_when_trying_to_run_a/pedpoea/"}, {"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline @cline that's completely fine with me since i'm paying for clinepass already but can i get more speed limited to clinepass users ?? because time to finish tasks in v4.1 flash is still huge.. on max setting it thinks a lot !!", "link": "https://twitter.com/1125758439915806721/status/2106835605955149891"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "it's a cline error, as it is indicating that the tokens per minute assigned to the general cline account have been exceeded, not yours. i have also been seeing it.", "link": "https://www.reddit.com/r/CLine/comments/1wvlvz9/rate_limit_per_minute/pdin72b/"}, {"date": "2026-10-02", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i didn't pay for clinepass for this :\n error: failed to create stream: inference request failed: failed to generate stream from vercel: failed to invoke model 'deepseek/deepseek-v4.1-flash'\n with streaming: request failed with status 429: ....\ni hit this everyday !!", "link": "https://twitter.com/1125758439915806721/status/2105922956199362716"}, {"date": "2026-10-01", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline why pixel canary is so slow though it's too good. are you running that model in bad hardware?", "link": "https://twitter.com/1673143804038381568/status/2105553276179820987"}]}}, "account": {"praise": 0, "complaint": 25, "n": 25, "weighted": {"praise": 0.0, "complaint": 13.0}, "praiseShare": 0.0, "ci95": [0.0, 13.3], "regard": 0.4824, "regardCi95": [0.475, 0.489], "salience": 3.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline hi team, i paid for clinepass on 13 oct 2026 but it was never activated, likely a payment processing error. my support ticket #[phone] has the payment proof. could you please activate it or refund me? thanks!", "link": "https://twitter.com/2110640331394048000/status/2111157214279069809"}, {"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i messaged you on dm and discord to explain how to do this, but you never got back to me.", "link": "https://twitter.com/428160926/status/2106854559079399476"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "but the customer care won’t even reply.. i’m sending emails back to back since three days", "link": "https://www.reddit.com/r/CLine/comments/1wr5rt6/hi_cline_support_teami_am_writing_regarding/pcb9elq/"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i don’t have option to buy expensive subscriptions. i expected cline to offer me reliable one year service. but it’s turning out to be a night mare", "link": "https://www.reddit.com/r/CLine/comments/1wr5rt6/hi_cline_support_teami_am_writing_regarding/pcb9jtp/"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "hello cline team, i’ve purchased yearly cline pass .. but it’s asking me to pay monthly again. \ni’m very disturbed. kindly check and give me my yearly subscription.", "link": "https://www.reddit.com/r/CLine/comments/1wr5rt6/hi_cline_support_teami_am_writing_regarding/"}]}}, "limits.plan_value": {"praise": 20, "complaint": 36, "n": 56, "weighted": {"praise": 10.31, "complaint": 19.41}, "praiseShare": 35.7, "ci95": [24.5, 48.8], "regard": 0.4925, "regardCi95": [0.476, 0.511], "salience": 8.7, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline this looks awesome, 56x cheaper with the same score is a huge win for anyone using cline daily.", "link": "https://twitter.com/1505507413239205895/status/2107204696880402453"}, {"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "praise", "text": "participate in the pclub iitx @cline hackathon as a team of 3. from the very morning at 10 am to a non-stop grind till 7 pm. it was very nice, user-friendly, and cost-effective, ide @cline. i suggest you use @cline. we also have one more free pass to the @cline pro. [link]", "link": "https://twitter.com/1950912534577565696/status/2106821719424155991"}, {"date": "2026-09-30", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline sol matching astra on deepswe at 1/5th the cost, that's the swap i make on long overnight agent runs", "link": "https://twitter.com/2055860494146170880/status/2105285846668845449"}], "complaint": [{"date": "2026-10-17", "source": "Trustpilot", "community": "Trustpilot", "polarity": "complaint", "text": "year subscription is fail, for one day i used 60 percent of monthly limit.", "link": "https://www.trustpilot.com/reviews/6ad38e490b72114195c05212"}, {"date": "2026-10-02", "source": "X", "community": "@cline", "polarity": "complaint", "text": "bought @cline pass yesterday for $9.99.\ntoday: \"your weekly limit has been reached.\"\nnow i wait 6 days for something i paid for. not my best purchase 😭 [link]", "link": "https://twitter.com/1901322251989090304/status/2105917707824824674"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline you quickly run out of limits on the free plan compared to open code ❤️", "link": "https://twitter.com/1878226294367760384/status/2103211050598342904"}]}}, "limits.window_interrupts_work": {"praise": 0, "complaint": 17, "n": 17, "weighted": {"praise": 0.0, "complaint": 8.96}, "praiseShare": 0.0, "ci95": [0.0, 18.4], "regard": 0.4873, "regardCi95": [0.481, 0.493], "salience": 2.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-01", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline @meituan_longcat can i get refund for cline pass u$5? @cline glm 5.3 5h limits ended in 35 min, also 40% of week limits. not affordable.", "link": "https://twitter.com/2053672796278882304/status/2094930369761915380"}]}}, "limits.burn_rate": {"praise": 3, "complaint": 27, "n": 30, "weighted": {"praise": 1.8, "complaint": 17.08}, "praiseShare": 10.0, "ci95": [3.5, 25.6], "regard": 0.4871, "regardCi95": [0.471, 0.504], "salience": 4.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@officiallogank @cline it’s being consumed way too fast! i’m almost afraid to use it anymore—just two questions and the balance is nearly gone! users are asking: is there any way to fix or improve this?", "link": "https://twitter.com/1149911490088054784/status/2110653359590133965"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "for now the experience is not good; dsh eats my credits extremely fast! \nin 7min working on a complex task, it used 20% of the 5h credits. ", "link": "https://www.reddit.com/r/CLine/comments/1x0pfqy/cline_vs_deepseek_harness/pf3egyx/"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@iamdavidhill space bunny seems to hog up a lot of tokens, i was making a little side prjoect cli dev tool with it and it hogged up 1+ billion tokens overnight. \non @cline cloud", "link": "https://twitter.com/834280176313835520/status/2103916234161242207"}]}}, "limits.allowance_change": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.63}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4979, "regardCi95": [0.495, 0.5], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "limits.reset_schedule": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 3.09}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4953, "regardCi95": [0.491, 0.498], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-17", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline hey @cline why do not reset weekly limits after a new month/pay? why do you do that?", "link": "https://twitter.com/30622820/status/2100423359423021093"}]}}, "limits.usage_meter": {"praise": 2, "complaint": 4, "n": 6, "weighted": {"praise": 1.5, "complaint": 2.29}, "praiseShare": 33.3, "ci95": [9.7, 70.0], "regard": 0.5181, "regardCi95": [0.496, 0.552], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "im trying this on the clinefree plan but the cost in the bottom right corner keeps going up. is that a ui glitch? in the usage tab it shows 0", "link": "https://www.reddit.com/r/CLine/comments/1x0xnrk/introducing_cline_cloud_agents_beta/peuc418/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "their not because cline is not at all transparent when it comes to usage \ntransparent scale \nopencode > command code > cline \n", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wpp83n/deep_comparison_for_heavy_use_command_code_vs/pbxbzqi/"}, {"date": "2026-09-20", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i hit the daily limits for kimi k3, when will it ve refreshed ? btw where can we check the usage limits for free model ? i couldnt find anywhere to see them", "link": "https://twitter.com/1804576975379365888/status/2101618359062126889"}]}}, "limits.prompt_cache": {"praise": 2, "complaint": 3, "n": 5, "weighted": {"praise": 1.02, "complaint": 1.63}, "praiseShare": 40.0, "ci95": [11.8, 76.9], "regard": 0.5015, "regardCi95": [0.495, 0.509], "salience": 0.8, "receipts": {"praise": [{"date": "2026-09-12", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "this is the first thing i noticed. i make a large plan (90k tokens), switch to build and then immediately it starts prompt processing from scratch. the whole cache was invalidated!\ncline at least just puts another prompt to tell the model it switched modes.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1usvuib/cache_invalidation_when_switching_from_plan_to/p9g4kom/"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "praise", "text": "cline has improved a lot in a mean time, the cache hit rate is absolutely insane now \ngreat work, guys @cline [link]", "link": "https://twitter.com/2017132628361822208/status/2103104236540375166"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline the part that survives a long session is the resend, not the thinking. touch a standing instruction file mid-run and the cached prefix dies, so the next turn pays full input again.", "link": "https://twitter.com/2092671220864958465/status/2104459419501408478"}]}}, "billing.overage_charges": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.21}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4984, "regardCi95": [0.496, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "billing.pricing_clarity": {"praise": 0, "complaint": 8, "n": 8, "weighted": {"praise": 0.0, "complaint": 3.98}, "praiseShare": 0.0, "ci95": [0.0, 32.4], "regard": 0.4948, "regardCi95": [0.491, 0.498], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-19", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline what's the usage limit. i exhausted my free limit and it asks me to try after 17h. how many requests are free...a number would be nice to know.", "link": "https://twitter.com/2247810989/status/2101126632350396685"}, {"date": "2026-09-19", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline after about 10 minutes of conversation, i hit the daily limit. please clearly state that it’s free but has a daily request/token limit.", "link": "https://twitter.com/3228393103/status/2101354499386609871"}, {"date": "2026-09-18", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline how much is it free? you said muse is also free, but after few code reviews it said that it is not free :d", "link": "https://twitter.com/88289857/status/2101025275878248802"}]}}, "billing.free_tier": {"praise": 30, "complaint": 48, "n": 78, "weighted": {"praise": 16.42, "complaint": 27.16}, "praiseShare": 38.5, "ci95": [28.4, 49.6], "regard": 0.4589, "regardCi95": [0.438, 0.482], "salience": 12.1, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline @upstageai queued another \"small\" model that wasn't. found a 3b-active moe free in the ide. cleared the queue. felt lighter.", "link": "https://twitter.com/41185183/status/2109027762338222268"}, {"date": "2026-10-03", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline thanks for the free ai models on cline agent. 🙏 \nthey are very good models for coding.", "link": "https://twitter.com/587601713/status/2106479811443241279"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline it's a wonder, this way you always bump into free models for those of us who don't have money.", "link": "https://twitter.com/1765888710992601088/status/2103666431212569026"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline just as i was about to give it a try, the event ended, so i subscribed to command code", "link": "https://twitter.com/1665973160402108417/status/2107147698201853985"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "so it’s just like their previous free offers... ridiculous.\ncline made a bad impression to me.\nif they offer a free tier they should have useful quotas like opencode zen.", "link": "https://www.reddit.com/r/CLine/comments/1wpyepq/gemini_38_flash_is_now_free_in_cline/pc3rk67/"}, {"date": "2026-09-25", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@dynamicwebpaige @cline lol take back your work. only free 2/3m tokens and wait 24h", "link": "https://twitter.com/562531425/status/2103296153362309224"}]}}, "billing.subscription_portability": {"praise": 3, "complaint": 3, "n": 6, "weighted": {"praise": 1.63, "complaint": 2.44}, "praiseShare": 50.0, "ci95": [18.8, 81.2], "regard": 0.4998, "regardCi95": [0.492, 0.508], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-17", "source": "X", "community": "@cline", "polarity": "praise", "text": "both my claude code and codex quotas hit zero. codex ~2 days. claude ~3 days.\nthey are playing us for fools. 😡 @thsottiaux \nno reset. can't open a new pro. can't even buy a reset.\nfolks. listen. the only thing that kept my agent still alive was @cline plugging into my codex. ($10/m with free models)\nthis will save your live: [link]", "link": "https://twitter.com/3704278520/status/2100654287395434909"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "wanted to use my $9.99 clinepass subscription directly inside opencode and custom scripts instead of being locked to a single client. so i reversed the protocol and built clinepass bridge a local proxy that turns @cline api into a drop-in openai compatible endpoint \nlinked down", "link": "https://twitter.com/1956608648840429568/status/2110824520886129097"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i bought clinepass again after my opencode subscription ran out, it still said all over the website you could use it outside of cline, but there is no where in the [app.cline.bot]([link]) dashboard that lets you do this anymore? ", "link": "https://www.reddit.com/r/CLine/comments/1wz55p4/clinepass_removed_api_keys/"}, {"date": "2026-09-22", "source": "X", "community": "@cline", "polarity": "complaint", "text": "this used to be a good service, but now you're going to charge me to use the apis i'm already paying for? @cline [link]", "link": "https://twitter.com/2093482603575726080/status/2102507813251801411"}]}}, "setup.install_signin": {"praise": 8, "complaint": 35, "n": 43, "weighted": {"praise": 4.62, "complaint": 18.43}, "praiseShare": 18.6, "ci95": [9.7, 32.6], "regard": 0.5028, "regardCi95": [0.483, 0.524], "salience": 6.7, "receipts": {"praise": [{"date": "2026-09-17", "source": "X", "community": "@cline", "polarity": "praise", "text": "tried the new @cline ide with @gmi_cloud apis to update physical atlas.\nsick🔥 it imported al my seetings rom all the clis no need to set up from scratch.\n[link] [link]", "link": "https://twitter.com/802171224/status/2100730291136631006"}, {"date": "2026-09-14", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline for me the best part was setup.. took about 1-2 min to do it just provide key and that's all.", "link": "https://twitter.com/1618975370488999936/status/2099543654486741276"}], "complaint": [{"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i cannot log in to the cline desktop, no windows pop up", "link": "https://twitter.com/1761265380851363840/status/2103686635896688645"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline please add verify metode with email, because my number is not entered in the otp code", "link": "https://twitter.com/1445902848374366209/status/2103731138703602074"}, {"date": "2026-09-23", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline linux whennnnnnn! you also don't provide baseline builds, sadly!", "link": "https://twitter.com/1958678652578930693/status/2102884889901305901"}]}}, "setup.provider_byok_local": {"praise": 19, "complaint": 11, "n": 30, "weighted": {"praise": 10.96, "complaint": 6.98}, "praiseShare": 63.3, "ci95": [45.5, 78.1], "regard": 0.5086, "regardCi95": [0.493, 0.525], "salience": 4.6, "receipts": {"praise": [{"date": "2026-09-16", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline now i have more options. besides opencore's openrouter, cline now supports it too! awesome!!!", "link": "https://twitter.com/2031285494081007620/status/2100266340758208930"}, {"date": "2026-09-15", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline @svpino open weights plus byok is the real headline. my code and my keys stay on my machine, where they belong. kind of the whole point if you ask me. now waiting for the first tool that assumes the cloud is the option, not the default.", "link": "https://twitter.com/916453130803601408/status/2099656043051536793"}, {"date": "2026-09-15", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline just downloaded and plugged in deepseek. works great. how about a right panel with a browser like codex or zcode? or is that not built in yet? @cline", "link": "https://twitter.com/1885730256432324608/status/2099935916219613455"}], "complaint": [{"date": "2026-10-05", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "[link]\ni can't even get it to run. it used my cline vs code settings and it seems to be set up correctly to use my locally hosted model, but it keeps asking me for an api key, which i don't have because it's a local model.\nit works just fine in vs code.", "link": "https://www.reddit.com/r/CLine/comments/1wg8pqc/introducing_cline_desktop_a_native_interface_for/pdwz2xe/"}, {"date": "2026-09-22", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline why do you require an api key for lm studio on cline desktop? should be optional. i don't have a problem with the extension in vscode.", "link": "https://twitter.com/2053595020272222208/status/2102536385978855763"}, {"date": "2026-09-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i tried to use it but it doesn’t allow me to use amazon bedrock like cline vscode does.", "link": "https://twitter.com/1741889011893907456/status/2099727302687166717"}]}}, "setup.extensions_mcp": {"praise": 2, "complaint": 11, "n": 13, "weighted": {"praise": 1.21, "complaint": 6.08}, "praiseShare": 15.4, "ci95": [4.3, 42.2], "regard": 0.4882, "regardCi95": [0.479, 0.497], "salience": 2.0, "receipts": {"praise": [{"date": "2026-10-03", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline bridging sentry and linear directly into the editor cuts out so much manual copy pasting.", "link": "https://twitter.com/1380769041984278530/status/2106189426460385291"}], "complaint": []}}, "setup.onboarding_docs": {"praise": 3, "complaint": 5, "n": 8, "weighted": {"praise": 1.71, "complaint": 3.53}, "praiseShare": 37.5, "ci95": [13.7, 69.4], "regard": 0.5047, "regardCi95": [0.493, 0.519], "salience": 1.2, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "@cline", "polarity": "praise", "text": "i have used cline a lot with cursor ide back when grok fast 1 was unlimited. though there were some hiccups but would recommend it especially for someone just getting started with agentic coding. pretty easy to configure and let's u learn a lot of nitty gritties of coding agents. but i don't hear anyone talk about it much. i must revisit", "link": "https://twitter.com/2207203190/status/2105296966917963815"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "yep, that was the issue i run on, but i couldn't find how to set up the rag with a embedding model for cline.", "link": "https://www.reddit.com/r/CLine/comments/1x4t6z6/is_there_a_way_to_set_up_a_rag_with_a_embedding/pgpadkg/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i've updated to the latest version and it's still not obvious where the plan/act control is. do we have any official documentation on where it should be?", "link": "https://www.reddit.com/r/CLine/comments/1wvrsac/cline_desktop_toggle_to_act_mode/pdz3u73/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/PiCodingAgent", "polarity": "complaint", "text": "after installing cline, go to more models, search for \"glm-5.3-flash\", select it, and run it. it works within the free usage limit. they haven't clearly mentioned this in the documentation.\npls let me know ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wofu5y/cline_in_pi/pbowp6g/"}]}}, "setup.ide_integration": {"praise": 8, "complaint": 6, "n": 14, "weighted": {"praise": 5.55, "complaint": 4.26}, "praiseShare": 57.1, "ci95": [32.6, 78.6], "regard": 0.5031, "regardCi95": [0.491, 0.516], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-06", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "tough without chinese models. maybe nemotron series, they are decent, open, but they lag behind. you can have also glimmer and gemma. for harness cline worked well for me in vs code plugin. sometimes roo works better with some api (ollama)", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wzaqtt/best_openweight_coding_model_harness_for_an/pea1q69/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "if you liked cursor gui too, then vscode is closest you can get to cursor. i went that way, as i already liked vs code before ai anyway :d\noh and bonus, cline is on vscode as extension and it is pretty good. for cline app i did not try it, but saw posts, that it is not good yet, needs more time in the oven", "link": "https://www.reddit.com/r/cursor/comments/1x6lnmw/the_next_one_with_the_same_kind_of_question/pgwb7c3/"}, {"date": "2026-09-11", "source": "X", "community": "@cline", "polarity": "praise", "text": "@claudeai is making me blind.\ni am going back to using @cline after using claude extensively over last 6 months.\ni like to be in ide, see folder heirarchy pop up as file is being edited, see those edits being made, it keeps me in the loop with minimal effort on my part.", "link": "https://twitter.com/1869484825364549632/status/2098275435863748751"}], "complaint": [{"date": "2026-10-07", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i'm having all kinds of issues in cline vs code extension. no issues on desktop version. open code works fine. i think cline extension is having issues maybe.", "link": "https://www.reddit.com/r/CLine/comments/1wzbedg/cline_cant_finish_a_local_benchmark_test/pec34lc/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "complaint", "text": "you can start working in the openchamber desktop app, continue in vs code, answer a follow-up question on mobile, and then pick up the same session in the opencode cli. unlike paseo, it doesn't add another session-management layer on top of what opencode already has, so the whole experience is absolutely seamless (the sync is real-time). \ncline lives in vs code only. \nkilo is basically a fork of opencode gone really, really wrong.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wrgmfe/whats_the_deal_with_openchamber/pcnkjq1/"}]}}, "models.catalog_access": {"praise": 8, "complaint": 16, "n": 24, "weighted": {"praise": 4.27, "complaint": 7.99}, "praiseShare": 33.3, "ci95": [18.0, 53.3], "regard": 0.5084, "regardCi95": [0.493, 0.524], "salience": 3.7, "receipts": {"praise": [{"date": "2026-09-15", "source": "X", "community": "@cline", "polarity": "praise", "text": "@datachaz @cline switching models mid-project is the detail that sells this for me. as a solo dev i'm constantly bouncing between providers, and having that in a native app instead of juggling tabs is a real workflow win.", "link": "https://twitter.com/1574441173149970432/status/2099747757573517819"}, {"date": "2026-09-14", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline i love this! the number of models it has is insane. i don’t even need to switch harness", "link": "https://twitter.com/1857824397685567492/status/2099540268731289695"}, {"date": "2026-09-14", "source": "X", "community": "@cline", "polarity": "praise", "text": "@ravikiran_dev7 @cline it has many open weight models. i am loving it", "link": "https://twitter.com/1857824397685567492/status/2099540607186395341"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline hey bro!could you please consider adding claude models for cline pass users? even just haiku 5.5 would be great, especially since competing tools like opencode and command go already support it. without it, i'm seriously thinking about dropping my cline pass subscription.", "link": "https://twitter.com/1725701176757559296/status/2108022720827121857"}, {"date": "2026-10-03", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i updated the desktop app to the latest version and still don't see the model", "link": "https://twitter.com/1865533776446517248/status/2106485428803236241"}, {"date": "2026-09-11", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@sucrasm @cline clinepass\nglm 5.3 flash and deepseek v4.1 flash are both missing. i don't know what they are thinking.\nopencode go and command have both been added.", "link": "https://twitter.com/2083910218639872000/status/2098335610230513788"}]}}, "models.routing_auto": {"praise": 3, "complaint": 8, "n": 11, "weighted": {"praise": 1.54, "complaint": 4.48}, "praiseShare": 27.3, "ci95": [9.7, 56.6], "regard": 0.5002, "regardCi95": [0.491, 0.51], "salience": 1.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline it's all bullshit; they steer you toward weak models, that's the only way they can keep costs down. i would never choose a bad router over a good model.", "link": "https://twitter.com/1972597660642390016/status/2107213506009600484"}, {"date": "2026-09-18", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline cline and kimi k3 speedrun:\nfree quota gone in 60 mins\nstealth downgrades your reasoning to low\ndies trying to read a 1mb image\nlaggy, incomplete outputsback to claude/gpt we go. \nyour app is total garbage.", "link": "https://twitter.com/791185776604221440/status/2101080796689756405"}]}}, "models.effort_control": {"praise": 1, "complaint": 10, "n": 11, "weighted": {"praise": 0.59, "complaint": 5.17}, "praiseShare": 9.1, "ci95": [1.6, 37.7], "regard": 0.4896, "regardCi95": [0.482, 0.497], "salience": 1.7, "receipts": {"praise": [{"date": "2026-09-24", "source": "Reddit", "community": "r/LocalLLaMA", "polarity": "praise", "text": "qwen3.8-27b-nvfp4-mtp has been outstanding for me (with cline) when hosted in lm studio with temp set to .1 and the \"reasoning budget\" to 1024. the latter definitely eliminated the annoying over thinking.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wp0z3i/qwen3827b_is_good_enough_that_i_stopped_using_api/pbrd9b5/"}], "complaint": [{"date": "2026-09-28", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline yo guys, when i try to schedule a task in the cline app, i do not have any option to pick the model's effort level. can you pls fix this?", "link": "https://twitter.com/1503370380265857030/status/2104700164397298055"}, {"date": "2026-09-21", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline why does the desktop app always use low reasoning mode for all models as default? even if i change it to high or extra it reverts to low.", "link": "https://twitter.com/2065830145114660865/status/2101927357821096407"}, {"date": "2026-09-18", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline is it limited to the low level only? i selected a different level, but after switching to another tab and coming back, it changed back to \"low\" again. [link]", "link": "https://twitter.com/1475701143162404865/status/2101018312012616135"}]}}, "models.quality_drift": {"praise": 3, "complaint": 8, "n": 11, "weighted": {"praise": 1.45, "complaint": 3.98}, "praiseShare": 27.3, "ci95": [9.7, 56.6], "regard": 0.5008, "regardCi95": [0.492, 0.511], "salience": 1.7, "receipts": {"praise": [{"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "praise", "text": "cline has improved a lot in a mean time, the cache hit rate is absolutely insane now \ngreat work, guys @cline [link]", "link": "https://twitter.com/2017132628361822208/status/2103104236540375166"}], "complaint": [{"date": "2026-09-19", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i have some problems using it after last update, before it was fine. kimi is not working well for me", "link": "https://www.reddit.com/r/CLine/comments/1wkr04x/how_is_kimi_k3_and_muse_spark_in_cline_desktop/pasp82y/"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i'm not sure about lmsys as i've not used it, but i can say this about cline as i currently have a purchased cline pass -- the quality is highly unstable, new models have better output, older models are degraded and cline team does not have a rat's ass about these concerns.", "link": "https://www.reddit.com/r/CLine/comments/1wava9p/is_anyone_else_seeing_a_massive_drop_in_code/p8p4652/"}]}}, "context.instruction_files": {"praise": 3, "complaint": 0, "n": 3, "weighted": {"praise": 1.71, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [43.8, 100.0], "regard": 0.5039, "regardCi95": [0.5, 0.51], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "context.instruction_following": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.5, "complaint": 2.03}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.499, "regardCi95": [0.493, 0.506], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-20", "source": "X", "community": "@cline", "polarity": "praise", "text": "been trying out kimi k3 in @cline and its awesome. sticks to the tasks, answers correctly. does the job and no bullshit the kind of vibes i got from grok 4.6", "link": "https://twitter.com/1999052311897972736/status/2101616688412475434"}], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@ticassociation @cline @ollama yea i tried to isolate it to just one file but still it had a really hard time following directions.", "link": "https://twitter.com/1155165294530310146/status/2102361502896492908"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i am using cline 4.1.17 vscode extension with a self hosted glm 5.3 flash. cline is accessing it via openai compatible api key. glm 5.3 in most cases showing \"i don't find a mode tag explicitly in my view\" in its reasoning, and ignoring the plan mode completely, and proceeds to edit file. when editing file, it is also not showing me the file editing as track change in focus mode even though \"background edit\" is disabled.", "link": "https://www.reddit.com/r/CLine/comments/1wn7q28/models_are_not_seeing_and_ignoring_mode_tag/"}]}}, "context.clarifying_questions": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.84, "complaint": 0.5}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5016, "regardCi95": [0.497, 0.508], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 1, "complaint": 2, "n": 3, "weighted": {"praise": 0.59, "complaint": 0.77}, "praiseShare": 33.3, "ci95": [6.1, 79.2], "regard": 0.5031, "regardCi95": [0.497, 0.513], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline free 1m context at that speed? that’s a serious upgrade. i’m using the free tier for long docs and it handles them gracefully, no lag when scrolling back to fix syntax earlier in the chat. finally feels practical for daily use rather than just benchmarks", "link": "https://twitter.com/417508671/status/2103188942069858418"}], "complaint": []}}, "context.compaction": {"praise": 1, "complaint": 8, "n": 9, "weighted": {"praise": 0.5, "complaint": 4.32}, "praiseShare": 11.1, "ci95": [2.0, 43.5], "regard": 0.4933, "regardCi95": [0.487, 0.5], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline awesome release, but when are local models getting some love? vs code handles context compaction easily, yet the standalone client with litellm has no counter and no compact button at all. any eta on basic context management?", "link": "https://twitter.com/59939351/status/2099936014286336218"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "the odds of this are pretty low sadly. between cline issues, code issues, model issues and so on.. it will stop. stuff like it stopping instead of auto compacting happen. i can’t remember one night or even one block of 2-3 hours where it didn’t stop. what’s worse than this is when it goes off on a tangent overnight and you wake to chaos. sorry i can’t help more. ", "link": "https://www.reddit.com/r/CLine/comments/1x3zk0c/cline_in_vs_code_how_can_i_make_sessions_fully/pffvx3r/"}]}}, "context.session_memory": {"praise": 3, "complaint": 2, "n": 5, "weighted": {"praise": 1.5, "complaint": 1.21}, "praiseShare": 60.0, "ci95": [23.1, 88.2], "regard": 0.5015, "regardCi95": [0.496, 0.507], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline great for the repo... still blank on the research tab i closed yesterday\ncoding agents need user memory not just codebase memory", "link": "https://twitter.com/1710966407146663936/status/2105033909054619957"}, {"date": "2026-09-14", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@ravikiran_dev7 @cline it resets to low level thinking in each new session - how can you work like this?", "link": "https://twitter.com/1885218934145630208/status/2099550931293458663"}]}}, "context.codebase_retrieval": {"praise": 4, "complaint": 6, "n": 10, "weighted": {"praise": 2.16, "complaint": 2.96}, "praiseShare": 40.0, "ci95": [16.8, 68.7], "regard": 0.4994, "regardCi95": [0.491, 0.508], "salience": 1.5, "receipts": {"praise": [{"date": "2026-09-14", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline open source coding agent @yashwant_eren it understood the entire codebase", "link": "https://twitter.com/362498492/status/2099545376156229643"}], "complaint": [{"date": "2026-09-19", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline hey @cline, v0.0.32 is great, but workspace folder selection has a critical issue: without selecting a target folder inside the workspace, search_codebase becomes useless and forces absolute paths, breaking context workflow.", "link": "https://twitter.com/4161108994/status/2101306814574813242"}]}}, "context.attachments": {"praise": 0, "complaint": 5, "n": 5, "weighted": {"praise": 0.0, "complaint": 2.94}, "praiseShare": 0.0, "ci95": [-0.0, 43.4], "regard": 0.4943, "regardCi95": [0.488, 0.499], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "how binding is your cline pass subscription to deepseek harness? i tried to use deepseek harness with the cline api but it doesn't accept images, so it wasn't useful for me. does it accept images for you?", "link": "https://www.reddit.com/r/CLine/comments/1x0pfqy/cline_vs_deepseek_harness/pewodfn/"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "yes, i don't do basic website, i compare it to previous work with codex. either way, it handles image analysis quite badly which can cause quite a waste. having said that, i used cline in vscode like i said, maybe with dedicated harness it would be better.", "link": "https://www.reddit.com/r/codex/comments/1wgrvmy/regret_paying_for_codex_shouldve_tried_this_before/pa0j51j/"}, {"date": "2026-09-18", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline cline and kimi k3 speedrun:\nfree quota gone in 60 mins\nstealth downgrades your reasoning to low\ndies trying to read a 1mb image\nlaggy, incomplete outputsback to claude/gpt we go. \nyour app is total garbage.", "link": "https://twitter.com/791185776604221440/status/2101080796689756405"}]}}, "work.capability": {"praise": 36, "complaint": 30, "n": 66, "weighted": {"praise": 20.88, "complaint": 17.16}, "praiseShare": 54.5, "ci95": [42.6, 66.0], "regard": 0.4833, "regardCi95": [0.46, 0.505], "salience": 10.2, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "praise", "text": "@entrptaher @cline this \"simple model\" helps build very complicated things, including projects in miltech and cybersec.", "link": "https://twitter.com/1578681616838365185/status/2106869997196943431"}, {"date": "2026-09-29", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline 👏the best harness for the spark 1.3—the difference is truly impressive; i tested others, and the difference is massive.\ntry the free cline for spark 1.3.\ncreate a landing page. the quality is impressive.", "link": "https://twitter.com/3240253059/status/2104859467506434421"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@haleeeemahh @opencode @cline tried pixel canary on cline this week, it handled my messy refactor without complaint. feels too good to be a small model.", "link": "https://twitter.com/2079846327744401408/status/2103837540260389092"}], "complaint": [{"date": "2026-10-11", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@claudeai @cline this didn't work out too well as claude code cli seems to do a much better job with newer models.", "link": "https://twitter.com/1869484825364549632/status/2109411532002005426"}, {"date": "2026-09-21", "source": "X", "community": "@cline", "polarity": "complaint", "text": "so maybe i'm doing something wrong but after using local models with @cline and @ollama as the provider.. it's like going back to last year when you might as well just look it up and code it yourself cause of the repeated asks and frustration. qwen3-coder:30b with 12 vram.", "link": "https://twitter.com/1155165294530310146/status/2102001550222565663"}]}}, "work.frontend_ui": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.bug_diagnosis": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 2.0, "complaint": 0.35}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5023, "regardCi95": [0.497, 0.508], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "work.regressions_introduced": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.5, "complaint": 2.55}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.5057, "regardCi95": [0.493, 0.527], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "work.scope_overreach": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.84}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4989, "regardCi95": [0.497, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "work.stuck_loops": {"praise": 1, "complaint": 16, "n": 17, "weighted": {"praise": 0.5, "complaint": 9.2}, "praiseShare": 5.9, "ci95": [1.0, 27.0], "regard": 0.5025, "regardCi95": [0.484, 0.535], "salience": 2.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-04", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "it trys always call the tool \"edit\" but the toolset the ide provides is \"editor\". intresting that it dont learn after multiply tryes\n", "link": "https://www.reddit.com/r/CLine/comments/1wpsd1s/space_bunny_alpha_is_now_free_in_cline/pduyqnj/"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline they just need to implement the \"proceed while running\" because i see many cases where the model gets stuck on commands, this is very annoying.", "link": "https://twitter.com/1829600565069807617/status/2103195692617314790"}, {"date": "2026-09-12", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline why do i feel that cline goes around a lot for a simple solution? it asks to correct something simple, starts searching, re-searching, and takes a long detour.", "link": "https://twitter.com/2082491659674140672/status/2098578182848856457"}]}}, "work.premature_stop": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.78}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4976, "regardCi95": [0.494, 0.5], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@dynamicwebpaige @cline it would been nice if it worked for more than half a prompt. deepseek took the slack and finish the job. it's aight in [link] [link]", "link": "https://twitter.com/3977375776/status/2103251904612753482"}]}}, "work.long_running_autonomy": {"praise": 7, "complaint": 2, "n": 9, "weighted": {"praise": 3.46, "complaint": 1.5}, "praiseShare": 77.8, "ci95": [45.3, 93.7], "regard": 0.4973, "regardCi95": [0.484, 0.507], "salience": 1.4, "receipts": {"praise": [{"date": "2026-09-14", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline scheduled tasks are life saver.\nit just makes my life easier", "link": "https://twitter.com/1533666605279891457/status/2099545050850148789"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "praise", "text": "use cline. its has massive free model usage. you will never run out of credits. it can works for hours and has great context window. 👍 @cline", "link": "https://twitter.com/1344665267947720705/status/2103139048042975328"}], "complaint": [{"date": "2026-09-17", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@positronx_ @cline sucks xd \ni can't run a goal in this it take hours xd [link]", "link": "https://twitter.com/1261173216455712768/status/2100610075668988021"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "the odds of this are pretty low sadly. between cline issues, code issues, model issues and so on.. it will stop. stuff like it stopping instead of auto compacting happen. i can’t remember one night or even one block of 2-3 hours where it didn’t stop. what’s worse than this is when it goes off on a tangent overnight and you wake to chaos. sorry i can’t help more. ", "link": "https://www.reddit.com/r/CLine/comments/1x3zk0c/cline_in_vs_code_how_can_i_make_sessions_fully/pffvx3r/"}]}}, "work.multi_agent_orchestration": {"praise": 4, "complaint": 5, "n": 9, "weighted": {"praise": 2.35, "complaint": 2.86}, "praiseShare": 44.4, "ci95": [18.9, 73.3], "regard": 0.4945, "regardCi95": [0.484, 0.504], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@cline", "polarity": "praise", "text": "running 8 parallel @cline sessions of muse spark locally with a single gpu.\ni literally have frontier intelligence for free. [link] [link]", "link": "https://twitter.com/2896449589/status/2110820694720401443"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline it is showing this nav, not multiple sessions/agents parallel as in this video ( or like in cline desktop ) , am i missing something, or pls fix this [link]", "link": "https://twitter.com/1905779555060822016/status/2108136466178355514"}, {"date": "2026-09-18", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline and i can't seem to run queries in parallel, like i can in codex. sad little tool", "link": "https://twitter.com/1416864353131765762/status/2101033207710036409"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "hey, first time post so bear with me if i'm doing something wrong. ill first explain i run a prompt then the model runs okay for a bit then it hits the \"waiting for teammates\" this isn't a issue but when i click on the sub models that are running no processing or thinking is actually being done the sub model just sits with the prompt and displays \"thinking\" if anyone has a solution please send", "link": "https://www.reddit.com/r/CLine/comments/1wrqbkt/waiting_for_teammates_error/"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.26}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4984, "regardCi95": [0.496, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.09}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4982, "regardCi95": [0.495, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-16", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@rahinisharma_09 @cline hours of uncommitted work. 😔\nbecause the agent thought it will be better to do a git checkout —. \n@cline worst agent ever.", "link": "https://twitter.com/707636070/status/2100203840767205839"}]}}, "work.git_workflow": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.501, "regardCi95": [0.497, 0.507], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "work.computer_browser_use": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.5, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4993, "regardCi95": [0.494, 0.503], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "work.safety_refusals": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.84, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5059, "regardCi95": [0.498, 0.522], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-06", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline that balance of capability and fewer refusals is a big win for security work.", "link": "https://twitter.com/2078842250608758784/status/2107604467520839920"}], "complaint": []}}, "work.permission_prompts": {"praise": 2, "complaint": 4, "n": 6, "weighted": {"praise": 1.3, "complaint": 2.63}, "praiseShare": 33.3, "ci95": [9.7, 70.0], "regard": 0.5027, "regardCi95": [0.493, 0.514], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-22", "source": "Reddit", "community": "r/CLine", "polarity": "praise", "text": "the entire reason i use cline in the first place is because it has light guardrails that let you get straight to building. ", "link": "https://www.reddit.com/r/CLine/comments/1wnluat/qwen_38_flash_next_broke_out_of_plan_mode_vscode/pbgmpyg/"}], "complaint": [{"date": "2026-09-18", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline is being dumb. \"proceed while running\" shouldn't even show up when it's on auto-approve. and, it's \"whilst\". \"while\" is a period of time, as in \"i'll be a while\"", "link": "https://twitter.com/1416864353131765762/status/2101021865888383202"}, {"date": "2026-10-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "i also found websocket authentication bypass and auto approval bypass, running cmds in plan mode in @cline sdk\nwould anyone from the team like to connect?", "link": "https://twitter.com/1956608648840429568/status/2110824525822824920"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "yep, tested it today, got the same problem, the ui doesn't seem very feature complete yet. one other big thing was permission management. it was in yolo mode basically and that was going so fast i was a bit worried", "link": "https://www.reddit.com/r/CLine/comments/1wvrsac/cline_desktop_toggle_to_act_mode/pdg769a/"}]}}, "work.plan_mode": {"praise": 7, "complaint": 8, "n": 15, "weighted": {"praise": 5.27, "complaint": 4.6}, "praiseShare": 46.7, "ci95": [24.8, 69.9], "regard": 0.4966, "regardCi95": [0.483, 0.511], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@cline", "polarity": "praise", "text": "before @cline wrote a line of lumen, i used plan mode to write a prd: requirements, phase checklists i must finish before moving on, and tests for each phase. then i added it to cline’s context so it always knows the goal. plan mode is underrated.", "link": "https://twitter.com/1425607585730809859/status/2111638396682809750"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "depends on ur coding agent and workflow. i use cline, it has a plan/act mode in the same ui and chat so all context is kept. or if ur workflow is different program them in. it all depends on you. cline allows seperare plan and action simply by having one assigned to plan the session and one to act so 2 dif models no effort just a setup with ur keys and initial settings.", "link": "https://www.reddit.com/r/codex/comments/1wdskmy/astra_for_specs_luna_for_coding_is_this_just/p9aupg8/"}, {"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "praise", "text": "my first @cline task: let my game load lighter splat files on phones.\nplan mode read 14 files, then asked one question: what if a world lacks the size you asked for?\nfull check passed on the first run. 22 minutes, $0.\n[link]", "link": "https://twitter.com/2106486288543100929/status/2106561204449653202"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "i also found websocket authentication bypass and auto approval bypass, running cmds in plan mode in @cline sdk\nwould anyone from the team like to connect?", "link": "https://twitter.com/1956608648840429568/status/2110824525822824920"}, {"date": "2026-09-30", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline @cline this model is very slow and it stops mid-processing and gives an error. i have to type \"continue\" 8 times. cline desktop doesn't have a planning mode and the models are too much.", "link": "https://twitter.com/1393448214/status/2105295822070092260"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i am using cline 4.1.17 vscode extension with a self hosted glm 5.3 flash. cline is accessing it via openai compatible api key. glm 5.3 in most cases showing \"i don't find a mode tag explicitly in my view\" in its reasoning, and ignoring the plan mode completely, and proceeds to edit file. when editing file, it is also not showing me the file editing as track change in focus mode even though \"background edit\" is disabled.", "link": "https://www.reddit.com/r/CLine/comments/1wn7q28/models_are_not_seeing_and_ignoring_mode_tag/"}]}}, "work.response_verbosity": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.26, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5062, "regardCi95": [0.5, 0.517], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "work.sycophancy_pushback": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.44}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4981, "regardCi95": [0.495, 0.5], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "verify.self_testing": {"praise": 3, "complaint": 1, "n": 4, "weighted": {"praise": 1.91, "complaint": 0.59}, "praiseShare": 75.0, "ci95": [30.1, 95.4], "regard": 0.5018, "regardCi95": [0.496, 0.507], "salience": 0.6, "receipts": {"praise": [], "complaint": []}}, "verify.agent_code_review": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.5, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5008, "regardCi95": [0.5, 0.502], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "verify.change_review_ui": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 1.55, "complaint": 0.92}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.5025, "regardCi95": [0.496, 0.514], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-20", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline right now, i can only see the code changes by clicking the line numbers, which shows additions/deletions in the top-right. a proper code editor with a clear diff view would make the agent workflow much better.", "link": "https://twitter.com/1874710292577292288/status/2101765049316421672"}]}}, "ui.display_settings": {"praise": 16, "complaint": 12, "n": 28, "weighted": {"praise": 8.11, "complaint": 6.91}, "praiseShare": 57.1, "ci95": [39.1, 73.5], "regard": 0.5152, "regardCi95": [0.502, 0.53], "salience": 4.3, "receipts": {"praise": [{"date": "2026-09-20", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline custom themes and icons make long dev sessions so much better 🎨", "link": "https://twitter.com/2087482063087919104/status/2101717312181272866"}, {"date": "2026-09-20", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline love this custom icons and theme colors make the new cline desktop app feel so personal!", "link": "https://twitter.com/2008812694628175872/status/2101735916218061245"}, {"date": "2026-09-19", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline okay, this is cool\nthanks for making the ui amazing:)", "link": "https://twitter.com/1032195487/status/2101440643063034169"}], "complaint": [{"date": "2026-09-30", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i am testing cline desktop on linux, and the maximum font size is too small for visually impaired users. please keep in mind that not everyone is the same.", "link": "https://www.reddit.com/r/CLine/comments/1wu9w9k/font_size_in_cline_desktop/"}, {"date": "2026-09-18", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline cline desktop has a very poor design. i wish people had used it before its release; it looks very much like a beta version right now", "link": "https://twitter.com/2075232388582375425/status/2101011168408080592"}, {"date": "2026-09-15", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline bug: agent asked question 2. i didnt choose and just typed. 3. expected behaviour is it dissappears. but it doesnt.", "link": "https://twitter.com/1814890298037633024/status/2099686231475105814"}]}}, "ui.session_history": {"praise": 2, "complaint": 9, "n": 11, "weighted": {"praise": 1.0, "complaint": 5.38}, "praiseShare": 18.2, "ci95": [5.1, 47.7], "regard": 0.4957, "regardCi95": [0.487, 0.505], "salience": 1.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "following - i for one would like full persistency not only within cline, but also across devices. using code server, it's annoying that it's impossible to start a chat session on your desktop, continue on your tablet and finish it on your phone.", "link": "https://www.reddit.com/r/CLine/comments/1x3zk0c/cline_in_vs_code_how_can_i_make_sessions_fully/pfiir2u/"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline @cline could you please fix the bug when “revert/edit” previous message that would cause duplication in existing active thread? 😭", "link": "https://twitter.com/1770546297579184128/status/2103678027104408011"}, {"date": "2026-09-24", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline sorry to bother you, in cline app windows, when you clic edit message and restart from this point, the chat session row get duplicated in the left sidebar. [link]", "link": "https://twitter.com/1760047654027796481/status/2102995936842551647"}]}}, "ui.interrupt_steer": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.35, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4997, "regardCi95": [0.496, 0.503], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline when i do a steering message, i got this error in windows (latest cline version) , but the task dont stop it continue, and the red message keeps appearing;\nerror 👇", "link": "https://twitter.com/1760047654027796481/status/2102823548062421417"}]}}, "surfaces.remote_mobile": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.34, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5029, "regardCi95": [0.5, 0.508], "salience": 0.3, "receipts": {"praise": [], "complaint": []}}, "surfaces.cloud_sessions": {"praise": 4, "complaint": 0, "n": 4, "weighted": {"praise": 2.4, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [51.0, 100.0], "regard": 0.5054, "regardCi95": [0.501, 0.511], "salience": 0.6, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline ssh support in cline desktop is such a game changer laptop stays light while work runs anywhere", "link": "https://twitter.com/2058013634564177920/status/2103860371098644596"}], "complaint": []}}, "rel.service_errors": {"praise": 1, "complaint": 18, "n": 19, "weighted": {"praise": 0.35, "complaint": 10.79}, "praiseShare": 5.3, "ci95": [0.9, 24.6], "regard": 0.4923, "regardCi95": [0.481, 0.507], "salience": 2.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-03", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "it's a cline error, as it is indicating that the tokens per minute assigned to the general cline account have been exceeded, not yours. i have also been seeing it.", "link": "https://www.reddit.com/r/CLine/comments/1wvlvz9/rate_limit_per_minute/pdin72b/"}, {"date": "2026-10-02", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i didn't pay for clinepass for this :\n error: failed to create stream: inference request failed: failed to generate stream from vercel: failed to invoke model 'deepseek/deepseek-v4.1-flash'\n with streaming: request failed with status 429: ....\ni hit this everyday !!", "link": "https://twitter.com/1125758439915806721/status/2105922956199362716"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "its been 3 days since i subscribed to clinepass and downloaded the cline agent. but every few hours i keep getting this error \"the run failed: hub connection closed (code=1006, reason=connection ended)\". its been 3 days, yall couldnt find a solution for this?\n[link]\n", "link": "https://www.reddit.com/r/CLine/comments/1wrvji9/why_does_cline_agent_keep_showing_this_stupid/"}]}}, "rel.response_speed": {"praise": 24, "complaint": 33, "n": 57, "weighted": {"praise": 13.01, "complaint": 18.97}, "praiseShare": 42.1, "ci95": [30.2, 55.0], "regard": 0.5245, "regardCi95": [0.502, 0.546], "salience": 8.8, "receipts": {"praise": [{"date": "2026-10-02", "source": "X", "community": "@cline", "polarity": "praise", "text": "@sinnhuuu i have used deepseek in @cline its fast af \nyou should use deepseek for implementation (not orchestration)", "link": "https://twitter.com/2080910665041010688/status/2105839157541314628"}, {"date": "2026-09-30", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline as a harness is crazy fast and makes the model reason more &gt;&gt;", "link": "https://twitter.com/1731562945753276416/status/2105424660720673211"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "praise", "text": "@cline that speed boost in the new cline desktop app is so satisfying to use", "link": "https://twitter.com/1889631970667405317/status/2103747460858302559"}], "complaint": [{"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline @cline that's completely fine with me since i'm paying for clinepass already but can i get more speed limited to clinepass users ?? because time to finish tasks in v4.1 flash is still huge.. on max setting it thinks a lot !!", "link": "https://twitter.com/1125758439915806721/status/2106835605955149891"}, {"date": "2026-10-01", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline why pixel canary is so slow though it's too good. are you running that model in bad hardware?", "link": "https://twitter.com/1673143804038381568/status/2105553276179820987"}, {"date": "2026-09-26", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline the speed makes me think it could be a kimi mode. unusably slow.", "link": "https://twitter.com/1657769342610595840/status/2103695060164600218"}]}}, "rel.client_failures": {"praise": 3, "complaint": 63, "n": 66, "weighted": {"praise": 1.69, "complaint": 35.0}, "praiseShare": 4.5, "ci95": [1.6, 12.5], "regard": 0.4843, "regardCi95": [0.456, 0.517], "salience": 10.2, "receipts": {"praise": [{"date": "2026-09-23", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "anyone else is getting opencode mimo2.6 to just fail and stop the session after few responses? if i switch to cline api mimo2.6, it keeps going properly until the task is delivered. ", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wmozts/mimov26pro_debuts_as_the_top_open_weights_model/pbjealn/"}, {"date": "2026-09-22", "source": "X", "community": "@cline", "polarity": "praise", "text": "you must try @cline desktop app. models like deepseek v4.1 flash, kimi k3, muse spark 1.3 and glm 5.3 flash can be used for free\ni am using it since few days and it is pretty fast and efficient also it doesn't eats a lot of ram [link]", "link": "https://twitter.com/1758147983584161792/status/2102370281792905468"}], "complaint": [{"date": "2026-10-07", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "cline turned out to be incredibly stupid, constantly executing non-existent commands, omitting quotation marks around paths, or replacing spaces in paths with underscores. it never actually reached the point of real-world use.", "link": "https://www.reddit.com/r/CLine/comments/1l5kuth/i_tried_cline_and_was_extremely_underwhelmed_to/peeokix/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "complaint", "text": "anyone getting: cannot connect to api: read econnreset: read econnreset (econnreset) ? everything stops and cline doesn't even try to reconnect... \n", "link": "https://www.reddit.com/r/ClaudeAI/comments/1naiy0l/constant_econnreset_errors_when_trying_to_run_a/pedpoea/"}, {"date": "2026-10-01", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline these desktop apps are nice but very high ram usage. currently trying devin free swe-2 month and will return cline. hope it performs well on linux.", "link": "https://twitter.com/2476406387/status/2105772891870523443"}]}}, "rel.update_breakage": {"praise": 0, "complaint": 8, "n": 8, "weighted": {"praise": 0.0, "complaint": 3.96}, "praiseShare": 0.0, "ci95": [0.0, 32.4], "regard": 0.4944, "regardCi95": [0.491, 0.498], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-19", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "i have some problems using it after last update, before it was fine. kimi is not working well for me", "link": "https://www.reddit.com/r/CLine/comments/1wkr04x/how_is_kimi_k3_and_muse_spark_in_cline_desktop/pasp82y/"}]}}, "account.support": {"praise": 0, "complaint": 16, "n": 16, "weighted": {"praise": 0.0, "complaint": 7.97}, "praiseShare": 0.0, "ci95": [0.0, 19.4], "regard": 0.4888, "regardCi95": [0.482, 0.495], "salience": 2.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-04", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i messaged you on dm and discord to explain how to do this, but you never got back to me.", "link": "https://twitter.com/428160926/status/2106854559079399476"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "but the customer care won’t even reply.. i’m sending emails back to back since three days", "link": "https://www.reddit.com/r/CLine/comments/1wr5rt6/hi_cline_support_teami_am_writing_regarding/pcb9elq/"}, {"date": "2026-09-19", "source": "X", "community": "@cline", "polarity": "complaint", "text": "so turns out @cline and team are just as bad as @opencode \nmaybe it’s because i’m from the old school apple alumni but we used to help customers and deliver quality products and customer service.\nthese products seem to be cheap in build and management.\ndo better.", "link": "https://twitter.com/1472210170629525504/status/2101202910042268070"}]}}, "account.billing_errors": {"praise": 0, "complaint": 11, "n": 11, "weighted": {"praise": 0.0, "complaint": 6.16}, "praiseShare": 0.0, "ci95": [0.0, 25.9], "regard": 0.4923, "regardCi95": [0.488, 0.496], "salience": 1.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline hi team, i paid for clinepass on 13 oct 2026 but it was never activated, likely a payment processing error. my support ticket #[phone] has the payment proof. could you please activate it or refund me? thanks!", "link": "https://twitter.com/2110640331394048000/status/2111157214279069809"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/CLine", "polarity": "complaint", "text": "hello cline team, i’ve purchased yearly cline pass .. but it’s asking me to pay monthly again. \ni’m very disturbed. kindly check and give me my yearly subscription.", "link": "https://www.reddit.com/r/CLine/comments/1wr5rt6/hi_cline_support_teami_am_writing_regarding/"}, {"date": "2026-09-23", "source": "X", "community": "@cline", "polarity": "complaint", "text": "@cline i was unexpectedly charged $80.40 for an annual cline pass, even though my dashboard still shows monthly with renewal on oct 22, 2026. i did not intend to switch to annual billing.\nplease refund the charge and keep my monthly plan.", "link": "https://twitter.com/3104366953/status/2102563659994325342"}]}}, "account.bans_restrictions": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4992, "regardCi95": [0.498, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "account.data_privacy": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.35}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4995, "regardCi95": [0.498, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}}, "requests": {"authorWeeks": 361, "themes": [{"theme": "Linux desktop app and Linux support", "criterion": "setup.install_signin", "authorWeeks": 56, "posts": 63, "examples": [{"agent": "cline", "date": "2026-09-26", "source": "X", "community": "@cline", "text": "@cline would love to try cline, but there is no linux desktop version.", "link": "https://twitter.com/1601711797/status/2103693469474844955"}, {"agent": "cline", "date": "2026-09-25", "source": "X", "community": "@cline", "text": "&gt; cline desktop is out for mac and windows\nwhere's the linux release? yikes @cline so long for being open source proponent!", "link": "https://twitter.com/82703134/status/2103541157032771934"}, {"agent": "cline", "date": "2026-09-23", "source": "X", "community": "@cline", "text": "@cline linux whennnnnnn! you also don't provide baseline builds, sadly!", "link": "https://twitter.com/1958678652578930693/status/2102884889901305901"}]}, {"theme": "Higher free tier usage limits", "criterion": "billing.free_tier", "authorWeeks": 8, "posts": 9, "examples": [{"agent": "cline", "date": "2026-09-26", "source": "Reddit", "community": "r/CLine", "text": "so it’s just like their previous free offers... ridiculous.\ncline made a bad impression to me.\nif they offer a free tier they should have useful quotas like opencode zen.", "link": "https://www.reddit.com/r/CLine/comments/1wpyepq/gemini_38_flash_is_now_free_in_cline/pc3rk67/"}, {"agent": "cline", "date": "2026-09-23", "source": "X", "community": "@cline", "text": "@cline @cline stop giving shitty free limits. the deepseek 4.1 flash free of yours finishes like in 10 minutes", "link": "https://twitter.com/1489236941899911170/status/2102880348359336005"}, {"agent": "cline", "date": "2026-09-21", "source": "X", "community": "@cline", "text": "@cline can’t finish single prompt on free limits , i know free is limited but so limited that can’t finish one prompt analysis 🧐", "link": "https://twitter.com/2013981009927401472/status/2101937538768543948"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "cline", "date": "2026-10-05", "source": "X", "community": "@cline", "text": "@cline you guys think about increasing limits of cline pass rather than trying to feed free bot routers", "link": "https://twitter.com/1758760791178633216/status/2107134471489363983"}, {"agent": "cline", "date": "2026-09-29", "source": "X", "community": "@cline", "text": "@cline how much usage on the pass? with all the free models i expect more than this [link]", "link": "https://twitter.com/1293008918/status/2105032319572877529"}, {"agent": "cline", "date": "2026-09-25", "source": "Reddit", "community": "r/CLine", "text": "how about they give us gemini ai pro users more quota instead", "link": "https://www.reddit.com/r/CLine/comments/1wpyepq/gemini_38_flash_is_now_free_in_cline/pc132kg/"}]}, {"theme": "DeepSeek V4.1 Flash model support", "criterion": "models.catalog_access", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "cline", "date": "2026-09-01", "source": "X", "community": "@cline", "text": "@cline @munim will deepseek v4 flash vision consider adding cline pass? after all, its price is the same as v4f, and it has multimodal capabilities. we are all looking forward to it.", "link": "https://twitter.com/1797151514735312896/status/2094608404056821946"}]}, {"theme": "Faster, more responsive customer support", "criterion": "account.support", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "cline", "date": "2026-10-04", "source": "X", "community": "@cline", "text": "@cline i messaged you on dm and discord to explain how to do this, but you never got back to me.", "link": "https://twitter.com/428160926/status/2106854559079399476"}, {"agent": "cline", "date": "2026-10-04", "source": "X", "community": "@cline", "text": "@cline would be great if you guys also replied to emails and messages", "link": "https://twitter.com/1472210170629525504/status/2106829993947131994"}, {"agent": "cline", "date": "2026-09-08", "source": "X", "community": "@cline", "text": "@cline love your work on hosting models but support is shitty. please help.", "link": "https://twitter.com/148429435/status/2097283569316135233"}]}, {"theme": "Faster addition of newly released models", "criterion": "models.catalog_access", "authorWeeks": 4, "posts": 5, "examples": [{"agent": "cline", "date": "2026-10-13", "source": "X", "community": "@cline", "text": "@cline available on cline pass? would love another place like @perchterminal to add it to their $10 plan🙏🏻", "link": "https://twitter.com/1639059018734764032/status/2110105712340926726"}, {"agent": "cline", "date": "2026-09-10", "source": "X", "community": "@cline", "text": "@cline kindly please be a little bit faster to enable deepseek 4.1 flash in clinepass. opencode and commandcode enabled this under 30 mins of official announcement.", "link": "https://twitter.com/10877782/status/2097944041832734973"}, {"agent": "cline", "date": "2026-09-04", "source": "Reddit", "community": "r/CLine", "text": "unfortunately, lately clinepass has been kinda slower (compared to opencode go and command code goat) in adding the latest models.", "link": "https://www.reddit.com/r/CLine/comments/1w6zy4t/clinepass_when_to_expect_hy4_muse_spark_13_and/p7r260l/"}]}, {"theme": "Additional free usage credits", "criterion": "billing.free_tier", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "cline", "date": "2026-09-21", "source": "X", "community": "@cline", "text": "@cline super smooth desktop ux, but the free credits disappear way too fast during actual task execution.", "link": "https://twitter.com/1523533577081614336/status/2101881809029992749"}, {"agent": "cline", "date": "2026-09-18", "source": "X", "community": "@cline", "text": "@cline give us linux one and also give us some free tokens\nit's bad that you don't support linux", "link": "https://twitter.com/1871542610155778048/status/2101000566352883858"}, {"agent": "cline", "date": "2026-09-19", "source": "X", "community": "@cline", "text": "been using cline pretty heavily lately and i endup murdering my credits rn😭\nif anyone from the @cline team could help me out with some credits, i’d genuinely appreciate it. been using it for coding/research &amp; would love to keep pushing it further\ncline has been cooking fr. [link]", "link": "https://twitter.com/1494344220823687176/status/2101180334704582674"}]}, {"theme": "Clear free tier limits", "criterion": "billing.free_tier", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "cline", "date": "2026-09-19", "source": "X", "community": "@cline", "text": "@cline after about 10 minutes of conversation, i hit the daily limit. please clearly state that it’s free but has a daily request/token limit.", "link": "https://twitter.com/3228393103/status/2101354499386609871"}, {"agent": "cline", "date": "2026-09-19", "source": "X", "community": "@cline", "text": "@cline what's the usage limit. i exhausted my free limit and it asks me to try after 17h. how many requests are free...a number would be nice to know.", "link": "https://twitter.com/2247810989/status/2101126632350396685"}]}, {"theme": "Control local desktop sessions from mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "cline", "date": "2026-09-16", "source": "X", "community": "@cline", "text": "@ajdebreh @mmuztw @openai @sama @cline @paseo_sh an ios app for this is more useful than it sounds. half my agent babysitting happens from a phone at a football pitch", "link": "https://twitter.com/2027877106084950016/status/2100168241909784841"}, {"agent": "cline", "date": "2026-09-14", "source": "X", "community": "@cline", "text": "@cline amazing job. is it possible to have a mobile app to that i can use to control my pc from anywhere??", "link": "https://twitter.com/2027653285235310592/status/2099538495077503125"}]}, {"theme": "Cost per completed task metrics", "criterion": "limits.usage_meter", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "cline", "date": "2026-10-17", "source": "X", "community": "@cline", "text": "@cline 17x cheaper per token, or per solved task? retries and longer outputs can move those two in opposite directions. dollars per passed terminal-bench task would be the number i'd want to see.", "link": "https://twitter.com/2110923886808485888/status/2111458488580972724"}, {"agent": "cline", "date": "2026-10-11", "source": "X", "community": "@cline", "text": "@cline @upstageai the cline workload is the interesting test: multi-file edits, tool errors and long sessions. i’d love a comparison of completed tasks per dollar and retries per task alongside tokens/sec. fast generation helps most when the agent doesn’t have to redo the work.", "link": "https://twitter.com/1464421807910715394/status/2109093812626948256"}, {"agent": "cline", "date": "2026-10-06", "source": "X", "community": "@cline", "text": "@cline the fable comparison used 30 tasks, per the release notes. i'd love a shared larger test set before treating 56x as the savings to expect\n[link]", "link": "https://twitter.com/1082652086418862080/status/2107465502926803174"}]}, {"theme": "General desktop app stability fixes", "criterion": "rel.client_failures", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "cline", "date": "2026-09-18", "source": "X", "community": "@cline", "text": "@cline @sdrzn can y’all resolve the issue of your desktop app not working please, i’m a new paid customer", "link": "https://twitter.com/1472210170629525504/status/2101058739843592412"}, {"agent": "cline", "date": "2026-09-18", "source": "X", "community": "@cline", "text": "@cline app is broken on windows, installed the lates version from github, that too is also broken [link]", "link": "https://twitter.com/1673435210/status/2101048258940329988"}, {"agent": "cline", "date": "2026-09-17", "source": "Reddit", "community": "r/CLine", "text": "useless model btw\nand fix your fucking desktop app with 1000 bugs", "link": "https://www.reddit.com/r/CLine/comments/1wixdae/we_added_union_alpha_stealth_model_to_cline_for/paf4ogz/"}]}, {"theme": "Make a specific model free", "criterion": "billing.free_tier", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "cline", "date": "2026-10-07", "source": "X", "community": "@cline", "text": "@cline any model promos to follow like @perchterminal making sol free", "link": "https://twitter.com/1639059018734764032/status/2107916882615386613"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 23, "negative": 33, "positiveShare": 41.1, "ci95": [29.2, 54.1]}, {"week": "2026-09-07", "positive": 18, "negative": 36, "positiveShare": 33.3, "ci95": [22.2, 46.6]}, {"week": "2026-09-14", "positive": 86, "negative": 137, "positiveShare": 38.6, "ci95": [32.4, 45.1]}, {"week": "2026-09-21", "positive": 53, "negative": 115, "positiveShare": 31.5, "ci95": [25.0, 38.9]}, {"week": "2026-09-28", "positive": 32, "negative": 45, "positiveShare": 41.6, "ci95": [31.2, 52.7]}, {"week": "2026-10-05", "positive": 14, "negative": 29, "positiveShare": 32.6, "ci95": [20.5, 47.5]}, {"week": "2026-10-12", "positive": 11, "negative": 14, "positiveShare": 44.0, "ci95": [26.7, 62.9]}], "weeklyScore": [{"week": "2026-08-31", "authors": 206, "reach": {"shareOfVoice": 0.64, "value": 0.471}, "regard": 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{"positiveAuthorWeeks": 142, "negativeAuthorWeeks": 110, "rawPositiveShare": 56.3, "rawCi95": [50.2, 62.3], "value": 0.512, "ci95": [0.504, 0.521]}, "score": {"value": 43.3, "ci95": [42.4, 44.3], "popularityZ": -0.839, "loveZ": -0.081}, "ranking": {"rank": 12, "rankRange": [12, 13]}, "levers": {"setup": {"score": 43.4, "gain": 0.1, "rank": 12}, "reliability": {"score": 43.4, "gain": 0.09, "rank": 12}}, "criteria": {"paying": {"praise": 11, "complaint": 12, "n": 23, "weighted": {"praise": 7.19, "complaint": 7.4}, "praiseShare": 47.8, "ci95": [29.2, 67.0], "regard": 0.5207, "regardCi95": [0.501, 0.542], "salience": 9.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "i have really enjoyed cursor as an ide and a harness for the past 3 years. but as they move more towards being a model provider and less of an agnostic harness, i am looking for other options. composer was a great model, grok 4.5 was great for its time, but their models no longer compete with openai or claude and if third party model usage is not part of the subscription, i don’t see what the selling point is.\ni have been testing out conductor with a codex subscription and i’m getting most of what i liked about cursor at a lower price point.", "link": "https://www.reddit.com/r/cursor/comments/1x7iwof/weekone_cursor_user_here_did_the_new_tiers_make/ph822kw/"}, {"date": "2026-09-20", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "rudí - use a decent ade like @conductor_build and set a skill that instructs the claude agent to use the conductor cli to setup workers after it has planned your task. the workers can then be grok 4.6 from cursor on a $60 monthly plan. the claude agent is responsible for planning, checking diffs, tests and spinning up independent frontier model code reviews. \nall findings should be routed back to the workers and the expensive claude agent is nothing more than a planner/orchestrator. \nsame quality output at half the costs.", "link": "https://twitter.com/1733536900047130625/status/2101567880093487412"}, {"date": "2026-09-08", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@connortbot @tryreplicas @conductor_build i think the biggest bummer is that other apps can be used for free to just orchestrate local agents, whereas i'll need to pay for replicas and the developer plan is quite steep already. for example, conductor is free to run local workspaces etc.", "link": "https://twitter.com/2843813092/status/2097345802993611082"}, {"date": "2026-10-08", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@ryancarson built my code factory using @conductor_build remote and task system based on beads. using runs-on for ci. \ncan use what ever model i want and pay no makeup prices on tokens.", "link": "https://twitter.com/1147023900552773633/status/2108304197368340966"}, {"date": "2026-09-15", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "my stack now is @conductor_build + qwen models for building apps.\nfast and free!", "link": "https://twitter.com/1382193359641481217/status/2099810273439715525"}], "complaint": [{"date": "2026-10-05", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@thsottiaux after using banked reset, the `sign in with chatgpt' still uses credits and not the limits. \nobserved in @conductor_build @charlieholtz", "link": "https://twitter.com/1900337293564817408/status/2107158889406046238"}, {"date": "2026-09-23", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build did you guys ever resolve the usage drainage for anthropic agent sdk? i want to come back to you but this is a huge blocker", "link": "https://twitter.com/1639356550627164160/status/2102722482507755542"}, {"date": "2026-10-08", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "i disliked t3 code for many reasons, mostly design and how unpolished it looked like compared to @conductor_build pretty much since day one. but recent changes in nightly builds made me fully transition. last 2 weeks been amazing, the best remote from ios and load balancing. and remote is free, not 50$ a months like @conductor_build", "link": "https://twitter.com/258280288/status/2108283451321307553"}]}}, "setup": {"praise": 4, "complaint": 18, "n": 22, "weighted": {"praise": 1.55, "complaint": 11.22}, "praiseShare": 18.2, "ci95": [7.3, 38.5], "regard": 0.4827, "regardCi95": [0.473, 0.494], "salience": 8.7, "receipts": {"praise": [{"date": "2026-09-09", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "little @conductor_build setup that's been helpful:\npersonal claude + codex accounts by default; client ai accounts whenever i open a work repo.\nsuper simple. just have one global personal default plus a local override inside each work repo.\nprompt 👇", "link": "https://twitter.com/1821276957428084738/status/2097739018129826296"}, {"date": "2026-09-06", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@iannuttall @conductor_build i hear you. really not much to figure out though. very quick to get setup.", "link": "https://twitter.com/116070431/status/2096581841956340023"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "i'm dying to conductor on pc. i got a new job and i have to use pc (please kill me) and now i can't use conductor on it. it's my #1 harness and surface. really would love a solution for pc. thank you guys for everything you do! 🙏", "link": "https://www.reddit.com/r/conductorbuild/comments/1x13gv6/when_are_we_getting_a_windows_version_ballpark/"}, {"date": "2026-10-08", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build update the phone app! you can’t sign in with chatgpt yet", "link": "https://twitter.com/1459548274063458311/status/2108151360273186940"}, {"date": "2026-10-02", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build account creation is not available in the mobile app. sign in with an existing conductor account.????", "link": "https://twitter.com/706498671488208896/status/2106083247251763328"}, {"date": "2026-09-06", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@nikpolale @conductor_build i just had some issues setting up, getting skills and things on it, creating previews that work. possibly a skill issue on my part but i am going to try it again soon.", "link": "https://twitter.com/9111552/status/2096491434354327554"}, {"date": "2026-10-09", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build @charlieholtz @openaidevs @thsottiaux i keep getting logged out of codex in conductor cloud vms (even when using the new openai sign in) every 6 hours or so. it started (i think) when i got daybreak blue access. is this expected behavior? not sure if i keep doing something wrong or even which side the problem is on.", "link": "https://twitter.com/239963402/status/2108383013944041903"}]}}, "models": {"praise": 12, "complaint": 17, "n": 29, "weighted": {"praise": 6.87, "complaint": 10.62}, "praiseShare": 41.4, "ci95": [25.5, 59.3], "regard": 0.5132, "regardCi95": [0.494, 0.533], "salience": 11.5, "receipts": {"praise": [{"date": "2026-09-22", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@claudeai @thesageox so beautiful\neasily switch model using @conductor_build and prime your session using @thesageox . [link]", "link": "https://twitter.com/103273439/status/2102204984884691235"}, {"date": "2026-09-20", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@mparakhin have you tried @conductor_build? doesn’t lock you into a model", "link": "https://twitter.com/154998786/status/2101723586750779659"}, {"date": "2026-09-16", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@thelifeofrishi using qwen on @conductor_build and it’s a great combo", "link": "https://twitter.com/1382193359641481217/status/2100155270110273641"}, {"date": "2026-09-10", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "so much news that i forgot to share the coolest thing that was released yesterday... @conductor_build finally fixed the model picker to a decent one, it's really good now\nnow you can leave only the ones you use there and already in the way you use it [link]", "link": "https://twitter.com/3183420959/status/2098073132057727437"}, {"date": "2026-09-10", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@ridd_design @conductor_build love the design pattern! it makes switching between models feel effortless ✨", "link": "https://twitter.com/1866066653735174144/status/2098079339472724388"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "hey @conductor_build team, you show codex sol 6.1 in the model list, but when i prompt it, i get this error:\n\"the ‘gpt-6.1-sol’ model is not supported when using codex with a chatgpt account.\"\ni can use it on terminal via cli but not on conductor.\nfyi", "link": "https://twitter.com/75535021/status/2105308753965064233"}, {"date": "2026-09-17", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build hey team, love the app but finding the model selector really annoying. i can't start a new thread with any except my top 2 pinned models. why?! a \"more\" option would be really great everywhere i select models 🙏 [link]", "link": "https://twitter.com/102718167/status/2100407910753018233"}, {"date": "2026-09-16", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "i absolutely hate the new(ish) model picker in @conductor_build. \nit has slowed me down so much. \nreally frustrating.", "link": "https://twitter.com/1668000040869154816/status/2100302995070095539"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "same here. new model selector is absolutely horrible. using conductor for 4+ months, and this is a big downside.", "link": "https://www.reddit.com/r/conductorbuild/comments/1volee7/how_do_i_go_back_to_the_old_model_selector/p9xwewl/"}, {"date": "2026-09-04", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build i already have gpt 6 astra in my account! but i still can't use it in conductor!! upgrade please!!!", "link": "https://twitter.com/1185832316528218113/status/2095954503002411044"}]}}, "context": {"praise": 4, "complaint": 5, "n": 9, "weighted": {"praise": 1.94, "complaint": 2.66}, "praiseShare": 44.4, "ci95": [18.9, 73.3], "regard": 0.5014, "regardCi95": [0.494, 0.51], "salience": 3.6, "receipts": {"praise": [{"date": "2026-09-11", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@conductor_build 4. not just code, but i'll likely end up moving all me claude cowork/chat and chatgpt convos over to git/@conductor_build . it's the only way to keep all my mcps, files, and context and etc in sync and model agnostic", "link": "https://twitter.com/20480365/status/2098402338885013910"}, {"date": "2026-09-13", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "get multiple codex subscriptions and switch between them\ni use @conductor_build and all i need to do is to re-login in the provider to the other email/account and all my context and code sessions stay and i dont have to worry about that\nso you dont pay for extra limit resets, you just need to have multiple subscriptions", "link": "https://twitter.com/1689067564058447873/status/2099141354156646409"}], "complaint": [{"date": "2026-09-18", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "i gave @conductor_build a shot but not sure whats going on with the harness?\ngave exact same message to codex and it just knew what i mean\nnew chats on both [link]", "link": "https://twitter.com/2715100816/status/2101005041817550850"}]}}, "work": {"praise": 32, "complaint": 12, "n": 44, "weighted": {"praise": 16.47, "complaint": 6.0}, "praiseShare": 72.7, "ci95": [58.2, 83.7], "regard": 0.5222, "regardCi95": [0.506, 0.537], "salience": 17.5, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@yuchenj_uw try @conductor_build, i ditched codex and running many agents in parallel with this one now", "link": "https://twitter.com/277162449/status/2106706097423917565"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "conductor — i have access to open ai and claude for work and its so great. the opinionated workflow of a new git worktree gets auto-created for every new workspace. archiving the workspace cleans it up.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wsfm2w/best_mac_app_dashboard_for_managing_multiple/pclgqmq/"}, {"date": "2026-09-27", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@conductor_build now records stuff from computer mode for testing, it's awesome.", "link": "https://twitter.com/1060104763885477888/status/2104227093194461548"}, {"date": "2026-09-18", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@arvidkahl maybe give @conductor_build a try. it takes away all the pain of managing worktrees.", "link": "https://twitter.com/1163430424233877505/status/2100813562575000025"}, {"date": "2026-09-18", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@sriysnav maybe give @conductor_build a try. it makes running and keeping track of many claude and codex sessions in parallel effortless.", "link": "https://twitter.com/1163430424233877505/status/2100815878237643098"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@ktkaushik @conductor_build i find the lack of a confirm step costly; i'm building [link] that records a snapshot before archiving, giving me a quick way to restore.", "link": "https://twitter.com/1724070962902028288/status/2105331860762947601"}, {"date": "2026-09-13", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@euboid @conductor_build i want to work from folders, not worktrees. doesn’t look like conductor supports that", "link": "https://twitter.com/577620902/status/2099004680915611714"}, {"date": "2026-09-05", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "our working styles are evolving internally such that it's often me + my agent handing off tasks, updates to team + their agents\nthe current terminal ui or slack is not really built for this\nwho's solving for this? @conductor_build is what we use, but doesn't really have collab", "link": "https://twitter.com/251140617/status/2096268659845185986"}, {"date": "2026-09-20", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "i normally use claude code's /goal command to let it run long tasks uninterruptedly because it auto-resumes it's work once the session limit is reset, but i can't find a way to instruct conductor to do the same. even if a use /goal through conductor, the effect isn't the same.\nis anyone aware if this is possible or in the roadmap? it'd be really helpful", "link": "https://www.reddit.com/r/conductorbuild/comments/1wlrxxi/does_conductor_support_autoresuming_a_session/"}, {"date": "2026-09-03", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@welson @claudeai @t3dotcodes @conductor_build worktree per thread was cumbersome, and i kept running into issues with my local dev with it.\nso far only cmux feels right for me - has enough flexibility where i can create worktrees when i want to.\ni wish i had the flexibility of cmux plus a rich text editor interface..", "link": "https://twitter.com/3069491263/status/2095623521062064432"}]}}, "checking": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.84, "complaint": 0.42}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5035, "regardCi95": [0.498, 0.511], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@conductor_build displays those comments in a dedicated 'checks' tab in the sidebar\npretty neat [link] [link]", "link": "https://twitter.com/1684179983307247616/status/2111869305910600158"}, {"date": "2026-10-18", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "one neat feature in @conductor_build that i've not see in any other harnesses is review comments as first class citizens\nso when i reviewed in tab 2 using 6.1 sol, when i view tab 1 (opus 5.5) again, i can selectively add the review comments to the tab 1 chat, to inform opus [link] [link]", "link": "https://twitter.com/1684179983307247616/status/2111868926284173663"}, {"date": "2026-10-09", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "if you use opencode, this is the best upgrade i’ve found: run it through @conductor_build.\nconductor gives each task its own isolated workspace and branch, with the chat, terminal, diff, checks, and pr in one place.\nagents don’t step on each other, and you can review exactly what changed before anything reaches github.\nsame coding agent. much better way to manage the work.", "link": "https://twitter.com/14790235/status/2108548875036639583"}], "complaint": []}}, "interface": {"praise": 33, "complaint": 43, "n": 76, "weighted": {"praise": 19.85, "complaint": 25.68}, "praiseShare": 43.4, "ci95": [32.9, 54.6], "regard": 0.5063, "regardCi95": [0.486, 0.529], "salience": 30.2, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "using @bot and @conductor_build cloud is so easy to create a software factory", "link": "https://twitter.com/1230206616089354240/status/2109922242951819443"}, {"date": "2026-10-09", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "love @conductor_build 's shared cloud workspaces but idk if my colleagues wanna see me pasting logs into claude and just going 'bruh' 😇😟", "link": "https://twitter.com/1855002889543983104/status/2108635207096303917"}, {"date": "2026-10-08", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "on the bright side, i’m glad i managed to get some work done while stuck in traffic thanks to @conductor_build app for ios", "link": "https://twitter.com/1348568960292294657/status/2108227724112544055"}, {"date": "2026-10-07", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "i'm such a @conductor_build addict. \neverything about that product is gratifying and the team ships literally no stop. \nthe new ios app works also top quality. kudos. [link]", "link": "https://twitter.com/85354993/status/2107828619259314177"}, {"date": "2026-10-05", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@onusoz i just use @conductor_build, they also launched vm's so its pretty easy to keep agents running", "link": "https://twitter.com/277162449/status/2107081421231976934"}], "complaint": [{"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "the surprise ui changes that keep me guessing every time i update", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbsyyxw/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "isnt this a bad thing? i kinda felt the ui we had a few months back was much cleaner", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbsz9de/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "this drives me insane. i don't always want the last prompt run to be what causes the worktree to move to the top. is there a way to set it so i can organize the worktrees order under a repo?", "link": "https://www.reddit.com/r/conductorbuild/comments/1wpgkbh/self_sort_workspaces/"}, {"date": "2026-09-22", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@0xandrewshu @conductor_build never herd of herdr. ill check them out!\nux of conductor is not quite up to par of claude/codex so far now i just switch back n forth between claude and codex desktop apps.", "link": "https://twitter.com/1295550782498979840/status/2102456615899426985"}, {"date": "2026-09-22", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@kylezantos @conductor_build @charlieholtz i kinda miss the easiness of the previous ui for this, i don't think it was that bad to pick a model on the fly for dropdowns without having to go to the shortcuts edit view.", "link": "https://twitter.com/1231065733918068736/status/2102503769032319365"}]}}, "reliability": {"praise": 1, "complaint": 16, "n": 17, "weighted": {"praise": 0.5, "complaint": 7.92}, "praiseShare": 5.9, "ci95": [1.0, 27.0], "regard": 0.4922, "regardCi95": [0.484, 0.502], "salience": 6.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build can’t get out of this error screen (even uninstalled and installed). happened right after signing in [link]", "link": "https://twitter.com/1094564877224632320/status/2105313745303957977"}, {"date": "2026-09-15", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build i'm experiencing some weird behavior, where my window gets black several times when i try to click on it. \nusually happens when i close conductor, or it crashes, and i open it again. keep getting black several times before stabilizing.", "link": "https://twitter.com/2068260048199925760/status/2099818314922897499"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "failed to retry workspace: failed to fetch from origin: fatal: unable to read current working directory: operation not permitted.\nconductor version 0.85.0 (3d25e11ff9)\nnot sure what is causing this. i had months of work. deeply disappointing.", "link": "https://www.reddit.com/r/conductorbuild/comments/1wfkq2n/workspace_initialization_failed/"}, {"date": "2026-09-04", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "ey @charlieholtz! looks like @conductor_build is eating a lot of ram when you have some workspaces with a large conversation. any option to reduce that consumption? [link]", "link": "https://twitter.com/887245408942137345/status/2095799574900199871"}, {"date": "2026-09-21", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@charlieholtz\ni have no idea whether its an issue with @cursor_ai or @conductor_build but cursor agents sometimes they just stop responding in conductor cloud.\nit has happened to me thrice in the past 3 days.\nplease figure it out and fix it?\ni am happy to provide any details for you to debug if needed.", "link": "https://twitter.com/1900337293564817408/status/2101825344626208846"}]}}, "account": {"praise": 2, "complaint": 6, "n": 8, "weighted": {"praise": 1.44, "complaint": 4.69}, "praiseShare": 25.0, "ci95": [7.1, 59.1], "regard": 0.5097, "regardCi95": [0.491, 0.533], "salience": 3.2, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/conductorbuild", "polarity": "praise", "text": "commenting for visibility:\n \nthe very helpful support team / sam over at conductor let me know this was a consequence of how i configured auth for codex. at some point i switched to the \"recommended\" \"chatgpt\" authentication mode, switching back to cli has fixed it.", "link": "https://www.reddit.com/r/conductorbuild/comments/1x1nwwg/codex_how_to_enable_image_generation_image_gen_in/peymqia/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "praise", "text": "i like that it fits my workflow. everything i need is right there. they are very responsive to addressing issues as well.", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbuil6i/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@enoreyes @tonychang430 @herdrdev @orca_build @cognition @tryreplicas @bot @claudeai @conductor_build @factoryai the worst ide to ever exist. they kicked me from their discord after i complained about it. it's really shit.", "link": "https://twitter.com/2080539111665147904/status/2110321811091337486"}, {"date": "2026-10-17", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build hey guys what’s wrong? pro account has blocked my both: local and cloud tasks i’m working on 🤬 \nwhy?! i’m completely blocked, cannot do my job and no answer from support for hours… [link]", "link": "https://twitter.com/48801561/status/2111327793233739896"}, {"date": "2026-10-17", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@charlieholtz @jacksondecampos hey guys please help @conductor_build terminated all of my sessions, and now i can’t sign in and my work is completely stuck!! \nboth local and cloud, no answers from support by email, i’m in a huge trouble… \ni was a huge fan of your product for a year…", "link": "https://twitter.com/48801561/status/2111499954476949792"}]}}, "limits.plan_value": {"praise": 6, "complaint": 6, "n": 12, "weighted": {"praise": 3.72, "complaint": 3.54}, "praiseShare": 50.0, "ci95": [25.4, 74.6], "regard": 0.504, "regardCi95": [0.494, 0.516], "salience": 4.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "i disliked t3 code for many reasons, mostly design and how unpolished it looked like compared to @conductor_build pretty much since day one. but recent changes in nightly builds made me fully transition. last 2 weeks been amazing, the best remote from ios and load balancing. and remote is free, not 50$ a months like @conductor_build", "link": "https://twitter.com/258280288/status/2108283451321307553"}]}}, "limits.window_interrupts_work": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "limits.burn_rate": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.32}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4965, "regardCi95": [0.493, 0.499], "salience": 1.6, "receipts": {"praise": [], "complaint": []}}, "limits.allowance_change": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "limits.reset_schedule": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.84}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4987, "regardCi95": [0.496, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "limits.usage_meter": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "limits.prompt_cache": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "billing.overage_charges": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "billing.pricing_clarity": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.84, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5218, "regardCi95": [0.5, 0.568], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "billing.free_tier": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 0.92, "complaint": 0.71}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.4998, "regardCi95": [0.495, 0.504], "salience": 1.2, "receipts": {"praise": [{"date": "2026-09-08", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@connortbot @tryreplicas @conductor_build i think the biggest bummer is that other apps can be used for free to just orchestrate local agents, whereas i'll need to pay for replicas and the developer plan is quite steep already. for example, conductor is free to run local workspaces etc.", "link": "https://twitter.com/2843813092/status/2097345802993611082"}], "complaint": []}}, "billing.subscription_portability": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.71, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5052, "regardCi95": [0.5, 0.513], "salience": 0.8, "receipts": {"praise": [], "complaint": []}}, "setup.install_signin": {"praise": 1, "complaint": 6, "n": 7, "weighted": {"praise": 0.35, "complaint": 4.36}, "praiseShare": 14.3, "ci95": [2.6, 51.3], "regard": 0.4958, "regardCi95": [0.489, 0.503], "salience": 2.8, "receipts": {"praise": [{"date": "2026-09-06", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@iannuttall @conductor_build i hear you. really not much to figure out though. very quick to get setup.", "link": "https://twitter.com/116070431/status/2096581841956340023"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "i'm dying to conductor on pc. i got a new job and i have to use pc (please kill me) and now i can't use conductor on it. it's my #1 harness and surface. really would love a solution for pc. thank you guys for everything you do! 🙏", "link": "https://www.reddit.com/r/conductorbuild/comments/1x13gv6/when_are_we_getting_a_windows_version_ballpark/"}, {"date": "2026-10-08", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build update the phone app! you can’t sign in with chatgpt yet", "link": "https://twitter.com/1459548274063458311/status/2108151360273186940"}, {"date": "2026-10-02", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build account creation is not available in the mobile app. sign in with an existing conductor account.????", "link": "https://twitter.com/706498671488208896/status/2106083247251763328"}]}}, "setup.provider_byok_local": {"praise": 1, "complaint": 5, "n": 6, "weighted": {"praise": 0.42, "complaint": 2.91}, "praiseShare": 16.7, "ci95": [3.0, 56.4], "regard": 0.4937, "regardCi95": [0.486, 0.5], "salience": 2.4, "receipts": {"praise": [], "complaint": []}}, "setup.extensions_mcp": {"praise": 2, "complaint": 6, "n": 8, "weighted": {"praise": 0.77, "complaint": 3.6}, "praiseShare": 25.0, "ci95": [7.1, 59.1], "regard": 0.4931, "regardCi95": [0.486, 0.5], "salience": 3.2, "receipts": {"praise": [{"date": "2026-09-12", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "the best agentic development environment is @conductor_build and it's not even close.\n→ multi-agent workspaces\n→ local sync (so you can test frontend even when working in the cloud)\n→ ios app\n→ mcp + cli - create cloud sessions programmatically.\nsuch a joy to use [link]", "link": "https://twitter.com/1476508432559714304/status/2098880125886509326"}], "complaint": []}}, "setup.onboarding_docs": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.35}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4994, "regardCi95": [0.498, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "setup.ide_integration": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "models.catalog_access": {"praise": 7, "complaint": 10, "n": 17, "weighted": {"praise": 3.89, "complaint": 6.19}, "praiseShare": 41.2, "ci95": [21.6, 64.0], "regard": 0.5094, "regardCi95": [0.494, 0.526], "salience": 6.7, "receipts": {"praise": [{"date": "2026-09-20", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@blueemi99 @claudeai i can already use by @claudeai in @conductor_build and @t3dotcodes 🥸", "link": "https://twitter.com/2275729969/status/2101712865300541647"}, {"date": "2026-09-20", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@mparakhin have you tried @conductor_build? doesn’t lock you into a model", "link": "https://twitter.com/154998786/status/2101723586750779659"}, {"date": "2026-10-08", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@ryancarson built my code factory using @conductor_build remote and task system based on beads. using runs-on for ci. \ncan use what ever model i want and pay no makeup prices on tokens.", "link": "https://twitter.com/1147023900552773633/status/2108304197368340966"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "hey @conductor_build team, you show codex sol 6.1 in the model list, but when i prompt it, i get this error:\n\"the ‘gpt-6.1-sol’ model is not supported when using codex with a chatgpt account.\"\ni can use it on terminal via cli but not on conductor.\nfyi", "link": "https://twitter.com/75535021/status/2105308753965064233"}, {"date": "2026-09-04", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build i already have gpt 6 astra in my account! but i still can't use it in conductor!! upgrade please!!!", "link": "https://twitter.com/1185832316528218113/status/2095954503002411044"}]}}, "models.routing_auto": {"praise": 4, "complaint": 6, "n": 10, "weighted": {"praise": 2.28, "complaint": 3.84}, "praiseShare": 40.0, "ci95": [16.8, 68.7], "regard": 0.5047, "regardCi95": [0.492, 0.52], "salience": 4.0, "receipts": {"praise": [], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@charlieholtz @conductor_build i basically have a chat with codex that i was working on calmly, until i opened a new chat tab with claude for him to do an analysis, after the analysis i went back to my tab with codex and apparently he is using my claude instead of codex!...", "link": "https://twitter.com/193906264/status/2110048029814235260"}, {"date": "2026-10-13", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@charlieholtz @conductor_build i don't know how but apparently the models got mixed up?!", "link": "https://twitter.com/193906264/status/2110048055290667148"}]}}, "models.effort_control": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4986, "regardCi95": [0.496, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "models.quality_drift": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.71, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5036, "regardCi95": [0.5, 0.511], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "decided to try @conductor_build after i stopped using it months ago. it has gotten really good. cloud agents + auto port-forwarding works really well too.", "link": "https://twitter.com/1891827655/status/2105382024685277458"}], "complaint": []}}, "context.instruction_files": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.instruction_following": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4992, "regardCi95": [0.497, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "context.clarifying_questions": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.compaction": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.5, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5017, "regardCi95": [0.5, 0.505], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "context.session_memory": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 0.84, "complaint": 1.09}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.4999, "regardCi95": [0.495, 0.504], "salience": 1.6, "receipts": {"praise": [{"date": "2026-09-13", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "get multiple codex subscriptions and switch between them\ni use @conductor_build and all i need to do is to re-login in the provider to the other email/account and all my context and code sessions stay and i dont have to worry about that\nso you dont pay for extra limit resets, you just need to have multiple subscriptions", "link": "https://twitter.com/1689067564058447873/status/2099141354156646409"}], "complaint": []}}, "context.codebase_retrieval": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.35}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5009, "regardCi95": [0.498, 0.505], "salience": 0.8, "receipts": {"praise": [], "complaint": []}}, "context.attachments": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4986, "regardCi95": [0.495, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "can’t believe @conductor_build still doesn’t allow pasting images in input. when?", "link": "https://twitter.com/3050805326/status/2104873163351904749"}]}}, "work.capability": {"praise": 7, "complaint": 3, "n": 10, "weighted": {"praise": 4.34, "complaint": 1.27}, "praiseShare": 70.0, "ci95": [39.7, 89.2], "regard": 0.5038, "regardCi95": [0.496, 0.512], "salience": 4.0, "receipts": {"praise": [{"date": "2026-10-15", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "latest iteration on our internal tooling for managing hundreds of issues, prs, and discussions. months ago, i had @conductor_build &amp; claude scan our old issues and prs, organize by group, learn my voice, and then respond. long story short, we don't ship v6 without new tools. [link]", "link": "https://twitter.com/372475592/status/2110803091381780691"}], "complaint": []}}, "work.frontend_ui": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 0.84, "complaint": 0.59}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.501, "regardCi95": [0.497, 0.506], "salience": 1.2, "receipts": {"praise": [], "complaint": []}}, "work.bug_diagnosis": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 0.95, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5017, "regardCi95": [0.5, 0.504], "salience": 0.8, "receipts": {"praise": [{"date": "2026-09-06", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "about to head onto a 6-hour flight; multiple bugs reported by my customers. used to cause massive stress. not anymore. \npaste the intercom conversation link into @conductor_build with remote workspaces. get ai to handle it.\nthese issues will be fixed before i land, dont even worry about it.", "link": "https://twitter.com/1147023900552773633/status/2096701683430838765"}], "complaint": []}}, "work.regressions_introduced": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.scope_overreach": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.stuck_loops": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.premature_stop": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.long_running_autonomy": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.19, "complaint": 0.5}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.4992, "regardCi95": [0.492, 0.504], "salience": 1.2, "receipts": {"praise": [], "complaint": []}}, "work.multi_agent_orchestration": {"praise": 16, "complaint": 3, "n": 19, "weighted": {"praise": 7.84, "complaint": 1.37}, "praiseShare": 84.2, "ci95": [62.4, 94.5], "regard": 0.5099, "regardCi95": [0.501, 0.519], "salience": 7.5, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@yuchenj_uw try @conductor_build, i ditched codex and running many agents in parallel with this one now", "link": "https://twitter.com/277162449/status/2106706097423917565"}, {"date": "2026-09-18", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@sriysnav maybe give @conductor_build a try. it makes running and keeping track of many claude and codex sessions in parallel effortless.", "link": "https://twitter.com/1163430424233877505/status/2100815878237643098"}, {"date": "2026-09-13", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@weswinder subagents can be powerful when the tasks are independent and we can use http request parallelism to speed things up. \ni noticed @conductor_build doing a decent job at this.", "link": "https://twitter.com/1939716924814053376/status/2099015291800031447"}], "complaint": []}}, "work.reward_hacking": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 1.91}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4969, "regardCi95": [0.493, 0.5], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@ktkaushik @conductor_build i find the lack of a confirm step costly; i'm building [link] that records a snapshot before archiving, giving me a quick way to restore.", "link": "https://twitter.com/1724070962902028288/status/2105331860762947601"}]}}, "work.git_workflow": {"praise": 5, "complaint": 1, "n": 6, "weighted": {"praise": 2.58, "complaint": 0.35}, "praiseShare": 83.3, "ci95": [43.6, 97.0], "regard": 0.5087, "regardCi95": [0.501, 0.518], "salience": 2.4, "receipts": {"praise": [{"date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "conductor — i have access to open ai and claude for work and its so great. the opinionated workflow of a new git worktree gets auto-created for every new workspace. archiving the workspace cleans it up.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wsfm2w/best_mac_app_dashboard_for_managing_multiple/pclgqmq/"}, {"date": "2026-09-18", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@arvidkahl maybe give @conductor_build a try. it takes away all the pain of managing worktrees.", "link": "https://twitter.com/1163430424233877505/status/2100813562575000025"}, {"date": "2026-09-02", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@openai fixing your worktrees for god's sake! even with this enabled it failed to fetch upstream.@conductor_build is much better! [link]", "link": "https://twitter.com/1513112042147770377/status/2095261451820867995"}], "complaint": [{"date": "2026-09-03", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@welson @claudeai @t3dotcodes @conductor_build worktree per thread was cumbersome, and i kept running into issues with my local dev with it.\nso far only cmux feels right for me - has enough flexibility where i can create worktrees when i want to.\ni wish i had the flexibility of cmux plus a rich text editor interface..", "link": "https://twitter.com/3069491263/status/2095623521062064432"}]}}, "work.computer_browser_use": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.42}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5003, "regardCi95": [0.497, 0.504], "salience": 0.8, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@conductor_build now records stuff from computer mode for testing, it's awesome.", "link": "https://twitter.com/1060104763885477888/status/2104227093194461548"}], "complaint": []}}, "work.safety_refusals": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.permission_prompts": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.plan_mode": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.5, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.501, "regardCi95": [0.5, 0.504], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "work.response_verbosity": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.sycophancy_pushback": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.self_testing": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.agent_code_review": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.change_review_ui": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.84, "complaint": 0.42}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5044, "regardCi95": [0.498, 0.513], "salience": 1.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@conductor_build displays those comments in a dedicated 'checks' tab in the sidebar\npretty neat [link] [link]", "link": "https://twitter.com/1684179983307247616/status/2111869305910600158"}, {"date": "2026-10-18", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "one neat feature in @conductor_build that i've not see in any other harnesses is review comments as first class citizens\nso when i reviewed in tab 2 using 6.1 sol, when i view tab 1 (opus 5.5) again, i can selectively add the review comments to the tab 1 chat, to inform opus [link] [link]", "link": "https://twitter.com/1684179983307247616/status/2111868926284173663"}, {"date": "2026-10-09", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "if you use opencode, this is the best upgrade i’ve found: run it through @conductor_build.\nconductor gives each task its own isolated workspace and branch, with the chat, terminal, diff, checks, and pr in one place.\nagents don’t step on each other, and you can review exactly what changed before anything reaches github.\nsame coding agent. much better way to manage the work.", "link": "https://twitter.com/14790235/status/2108548875036639583"}], "complaint": [{"date": "2026-09-10", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "for dark mode, the colours in the diff are terrible, i cannot read anything at all (specially the green), can you take a look into this? \n[link]\n", "link": "https://www.reddit.com/r/conductorbuild/comments/1wciucn/bug_report_terrible_issue_in_diff_colors/"}]}}, "ui.display_settings": {"praise": 13, "complaint": 22, "n": 35, "weighted": {"praise": 7.2, "complaint": 12.48}, "praiseShare": 37.1, "ci95": [23.2, 53.7], "regard": 0.5022, "regardCi95": [0.486, 0.519], "salience": 13.9, "receipts": {"praise": [{"date": "2026-10-03", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "started using @conductor_build , loving it. \nespecially that notification sound", "link": "https://twitter.com/1681728539933163521/status/2106534673044406715"}, {"date": "2026-10-01", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@buckwilson @conductor_build that single click toggle fix is so clean, love how you kept it minimal", "link": "https://twitter.com/358209071/status/2105804927192949191"}, {"date": "2026-09-12", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@euboid @conductor_build @cursor_ai @t3dotcodes tabs is the killer feature for me in conductor \nhelps a lot to manage context better and work on multiple things in rhe same worktree \ni have 1 tab to plan, another to work, and another one to review / commit", "link": "https://twitter.com/1356251789520203777/status/2098921149904093186"}], "complaint": [{"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "the surprise ui changes that keep me guessing every time i update", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbsyyxw/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "isnt this a bad thing? i kinda felt the ui we had a few months back was much cleaner", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbsz9de/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "this drives me insane. i don't always want the last prompt run to be what causes the worktree to move to the top. is there a way to set it so i can organize the worktrees order under a repo?", "link": "https://www.reddit.com/r/conductorbuild/comments/1wpgkbh/self_sort_workspaces/"}]}}, "ui.session_history": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 1.0, "complaint": 1.0}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.503, "regardCi95": [0.495, 0.514], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-13", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "wonder in @conductor_build please! \ni wish it was easier to switch models mid-stream (when tokens run out) without kicking off a new tab. i switch opus<->astra and have to start a new window. i can click the session transcript include, but it is annoying to not be able to scroll back.", "link": "https://twitter.com/20442473/status/2109862008267162044"}]}}, "ui.interrupt_steer": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "surfaces.remote_mobile": {"praise": 8, "complaint": 14, "n": 22, "weighted": {"praise": 5.14, "complaint": 7.63}, "praiseShare": 36.4, "ci95": [19.7, 57.0], "regard": 0.4899, "regardCi95": [0.476, 0.504], "salience": 8.7, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "on the bright side, i’m glad i managed to get some work done while stuck in traffic thanks to @conductor_build app for ios", "link": "https://twitter.com/1348568960292294657/status/2108227724112544055"}, {"date": "2026-10-07", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "i'm such a @conductor_build addict. \neverything about that product is gratifying and the team ships literally no stop. \nthe new ios app works also top quality. kudos. [link]", "link": "https://twitter.com/85354993/status/2107828619259314177"}, {"date": "2026-10-03", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "just launched the @conductor_build ios app. thank you, folks. i can finally be out and about, and touch grass now.", "link": "https://twitter.com/1989530427921764355/status/2106430761918177519"}], "complaint": [{"date": "2026-09-20", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@shpigford following for the same exact problem. would consider myself a @conductor_build super user but it’s becoming a bottle neck when i don’t have a mobile app with access to my development environment. i don’t want a cloud instance.", "link": "https://twitter.com/15086904/status/2101804467083460662"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "yeah i was sarcastic. it drives me crazy. the review button moves every update, the model selector changes, plan mode button is gone, etc.\nthey keep changing shit that is fine and meanwhile there’s still no ios app 😭", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbszn7p/"}, {"date": "2026-09-12", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@euboid @conductor_build switched off conductor for paseo because their mobile app is and has been already working for a while. as well as agent handoffs!", "link": "https://twitter.com/1403003368339951620/status/2098889188397416523"}]}}, "surfaces.cloud_sessions": {"praise": 16, "complaint": 12, "n": 28, "weighted": {"praise": 8.91, "complaint": 8.07}, "praiseShare": 57.1, "ci95": [39.1, 73.5], "regard": 0.4976, "regardCi95": [0.483, 0.514], "salience": 11.1, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "using @bot and @conductor_build cloud is so easy to create a software factory", "link": "https://twitter.com/1230206616089354240/status/2109922242951819443"}, {"date": "2026-10-05", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@onusoz i just use @conductor_build, they also launched vm's so its pretty easy to keep agents running", "link": "https://twitter.com/277162449/status/2107081421231976934"}, {"date": "2026-09-15", "source": "X", "community": "@conductor_build", "polarity": "praise", "text": "@conductor_build cloud workspace is really great! but sadly i'm afraid codex is going to copy it again 😅", "link": "https://twitter.com/823477000081797120/status/2099711952339816574"}], "complaint": [{"date": "2026-09-13", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@euboid @conductor_build @cursor_ai @t3dotcodes agree on cursor con. i haven’t been able to get cloud to my machine working at all. would be perfect otherwise", "link": "https://twitter.com/14964243/status/2098955045173674339"}, {"date": "2026-10-09", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build @charlieholtz @openaidevs @thsottiaux i keep getting logged out of codex in conductor cloud vms (even when using the new openai sign in) every 6 hours or so. it started (i think) when i got daybreak blue access. is this expected behavior? not sure if i keep doing something wrong or even which side the problem is on.", "link": "https://twitter.com/239963402/status/2108383013944041903"}]}}, "rel.service_errors": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "rel.response_speed": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.5, "complaint": 0.42}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5016, "regardCi95": [0.498, 0.507], "salience": 0.8, "receipts": {"praise": [], "complaint": []}}, "rel.client_failures": {"praise": 0, "complaint": 11, "n": 11, "weighted": {"praise": 0.0, "complaint": 5.4}, "praiseShare": 0.0, "ci95": [0.0, 25.9], "regard": 0.4928, "regardCi95": [0.489, 0.497], "salience": 4.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build can’t get out of this error screen (even uninstalled and installed). happened right after signing in [link]", "link": "https://twitter.com/1094564877224632320/status/2105313745303957977"}, {"date": "2026-09-15", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build i'm experiencing some weird behavior, where my window gets black several times when i try to click on it. \nusually happens when i close conductor, or it crashes, and i open it again. keep getting black several times before stabilizing.", "link": "https://twitter.com/2068260048199925760/status/2099818314922897499"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "failed to retry workspace: failed to fetch from origin: fatal: unable to read current working directory: operation not permitted.\nconductor version 0.85.0 (3d25e11ff9)\nnot sure what is causing this. i had months of work. deeply disappointing.", "link": "https://www.reddit.com/r/conductorbuild/comments/1wfkq2n/workspace_initialization_failed/"}]}}, "rel.update_breakage": {"praise": 0, "complaint": 5, "n": 5, "weighted": {"praise": 0.0, "complaint": 2.52}, "praiseShare": 0.0, "ci95": [-0.0, 43.4], "regard": 0.4964, "regardCi95": [0.492, 0.499], "salience": 2.0, "receipts": {"praise": [], "complaint": [{"date": "2026-09-13", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build the app started behaving weirdly; it's flickering a black screen when coming back to it after using another app (brave, spotify...)\nlatest update , tahoe 26.6.2", "link": "https://twitter.com/7681652/status/2099154643393618356"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/conductorbuild", "polarity": "complaint", "text": "since the latest update, every repo in the cloud sidebar shows the same matrix loader instead of its icon, which removes the only visual anchor for telling workspaces apart and makes the list impossible to scan at a glance\nadding live status next to the icon is a nice idea, but knowing where we're working matters more than knowing what's running, and ideally the ui would show both", "link": "https://www.reddit.com/r/conductorbuild/comments/1x0q3ys/repo_icons_are_brokengone_after_the_recent_update/"}]}}, "account.support": {"praise": 2, "complaint": 4, "n": 6, "weighted": {"praise": 1.44, "complaint": 3.5}, "praiseShare": 33.3, "ci95": [9.7, 70.0], "regard": 0.5086, "regardCi95": [0.493, 0.529], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-10", "source": "Reddit", "community": "r/conductorbuild", "polarity": "praise", "text": "commenting for visibility:\n \nthe very helpful support team / sam over at conductor let me know this was a consequence of how i configured auth for codex. at some point i switched to the \"recommended\" \"chatgpt\" authentication mode, switching back to cli has fixed it.", "link": "https://www.reddit.com/r/conductorbuild/comments/1x1nwwg/codex_how_to_enable_image_generation_image_gen_in/peymqia/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "polarity": "praise", "text": "i like that it fits my workflow. everything i need is right there. they are very responsive to addressing issues as well.", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbuil6i/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@enoreyes @tonychang430 @herdrdev @orca_build @cognition @tryreplicas @bot @claudeai @conductor_build @factoryai the worst ide to ever exist. they kicked me from their discord after i complained about it. it's really shit.", "link": "https://twitter.com/2080539111665147904/status/2110321811091337486"}, {"date": "2026-10-17", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build hey guys what’s wrong? pro account has blocked my both: local and cloud tasks i’m working on 🤬 \nwhy?! i’m completely blocked, cannot do my job and no answer from support for hours… [link]", "link": "https://twitter.com/48801561/status/2111327793233739896"}, {"date": "2026-10-17", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@charlieholtz @jacksondecampos hey guys please help @conductor_build terminated all of my sessions, and now i can’t sign in and my work is completely stuck!! \nboth local and cloud, no answers from support by email, i’m in a huge trouble… \ni was a huge fan of your product for a year…", "link": "https://twitter.com/48801561/status/2111499954476949792"}]}}, "account.billing_errors": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.59}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4992, "regardCi95": [0.498, 0.5], "salience": 0.4, "receipts": {"praise": [], "complaint": []}}, "account.bans_restrictions": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.59}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4978, "regardCi95": [0.494, 0.5], "salience": 0.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@conductor_build hey guys what’s wrong? pro account has blocked my both: local and cloud tasks i’m working on 🤬 \nwhy?! i’m completely blocked, cannot do my job and no answer from support for hours… [link]", "link": "https://twitter.com/48801561/status/2111327793233739896"}, {"date": "2026-10-17", "source": "X", "community": "@conductor_build", "polarity": "complaint", "text": "@charlieholtz @jacksondecampos hey guys please help @conductor_build terminated all of my sessions, and now i can’t sign in and my work is completely stuck!! \nboth local and cloud, no answers from support by email, i’m in a huge trouble… \ni was a huge fan of your product for a year…", "link": "https://twitter.com/48801561/status/2111499954476949792"}]}}, "account.data_privacy": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}}, "requests": {"authorWeeks": 146, "themes": [{"theme": "Customizable model picker", "criterion": "ui.display_settings", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "conductor", "date": "2026-09-22", "source": "X", "community": "@conductor_build", "text": "@kylezantos @conductor_build @charlieholtz i kinda miss the easiness of the previous ui for this, i don't think it was that bad to pick a model on the fly for dropdowns without having to go to the shortcuts edit view.", "link": "https://twitter.com/1231065733918068736/status/2102503769032319365"}, {"agent": "conductor", "date": "2026-09-22", "source": "X", "community": "@conductor_build", "text": "while i like almost all of the the productization decisions @conductor_build makes for their harness, this is driving me nuts.\nespecially with all these new models coming out, i need way more than 5 options quickly available to me. \n@charlieholtz 🥹🙏❓ [link]", "link": "https://twitter.com/1821276957428084738/status/2102479190054653992"}, {"agent": "conductor", "date": "2026-09-17", "source": "X", "community": "@conductor_build", "text": "@conductor_build hey team, love the app but finding the model selector really annoying. i can't start a new thread with any except my top 2 pinned models. why?! a \"more\" option would be really great everywhere i select models 🙏 [link]", "link": "https://twitter.com/102718167/status/2100407910753018233"}]}, {"theme": "Control local desktop sessions from mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 4, "posts": 5, "examples": [{"agent": "conductor", "date": "2026-10-04", "source": "X", "community": "@conductor_build", "text": "👋🏼 @conductor_build i’m sorry but i don’t want your “cloud organization”, i don’t need multiplayer, collab nor compute hours. the only thing i need the mobile app to do is to tailscale to my desktop conductor and let me use it. happy to pay $20/mo for it 🤗 [link]", "link": "https://twitter.com/279977050/status/2106742574795182190"}, {"agent": "conductor", "date": "2026-09-20", "source": "X", "community": "@conductor_build", "text": "@shpigford following for the same exact problem. would consider myself a @conductor_build super user but it’s becoming a bottle neck when i don’t have a mobile app with access to my development environment. i don’t want a cloud instance.", "link": "https://twitter.com/15086904/status/2101804467083460662"}, {"agent": "conductor", "date": "2026-09-20", "source": "X", "community": "@conductor_build", "text": "basically i want a mobile app for @conductor_build that just remotes in to my mac's instance of conductor.", "link": "https://twitter.com/626803/status/2101638761834488018"}]}, {"theme": "Native iOS app", "criterion": "surfaces.remote_mobile", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "conductor", "date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "text": "yeah i was sarcastic. it drives me crazy. the review button moves every update, the model selector changes, plan mode button is gone, etc.\nthey keep changing shit that is fine and meanwhile there’s still no ios app 😭", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbszn7p/"}, {"agent": "conductor", "date": "2026-09-18", "source": "X", "community": "@conductor_build", "text": "@saidaitmbarek i'm waiting for @conductor_build to release their ios app :d", "link": "https://twitter.com/229978846/status/2100949712782118985"}]}, {"theme": "Official mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "conductor", "date": "2026-10-11", "source": "X", "community": "@conductor_build", "text": "today was my first day using @conductor_build &amp; i love it. will probably still use ghostty for certain things but i’m moving so fast with this flow. getting mobile access for conductor would actually be insane 🤯\nrecommended by @tomjohndesign &amp; @ridd_design [link]", "link": "https://twitter.com/1426261745538977793/status/2109093039561953646"}, {"agent": "conductor", "date": "2026-09-16", "source": "X", "community": "@conductor_build", "text": "@conductor_build i’m once again requesting a mobile app, even if it’s read only 🙏🏾", "link": "https://twitter.com/1127809227270041600/status/2100254825216668157"}, {"agent": "conductor", "date": "2026-09-15", "source": "X", "community": "@conductor_build", "text": "really want to get access to @conductor_build mobile app\ncan someone help me with that", "link": "https://twitter.com/1371799960329596929/status/2099928459166330913"}]}, {"theme": "Restore removed features", "criterion": "rel.update_breakage", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "conductor", "date": "2026-09-17", "source": "X", "community": "@conductor_build", "text": ".@charlieholtz @conductor_build i don't see a \"+\" icon anymore near each repo to create new workspace. it was super convenient. a regression or intentional?", "link": "https://twitter.com/103273439/status/2100644431145959933"}, {"agent": "conductor", "date": "2026-09-17", "source": "X", "community": "@conductor_build", "text": "um @conductor_build all the new chat icons from my projects disappeared so i can't create new chats?", "link": "https://twitter.com/1454183904848474113/status/2100640836837069039"}, {"agent": "conductor", "date": "2026-09-17", "source": "X", "community": "@conductor_build", "text": "hey @conductor_build , after the latest update, i dont have the + symbol any longer? just the settings symbol. how do i start a new thread? [link]", "link": "https://twitter.com/1382193359641481217/status/2100590714820198807"}]}, {"theme": "Windows support and Windows desktop app", "criterion": "setup.install_signin", "authorWeeks": 4, "posts": 4, "examples": [{"agent": "conductor", "date": "2026-10-09", "source": "Reddit", "community": "r/conductorbuild", "text": "\\+1 ... this would be an absolute game changer. i constantly have to switch between windows (work) and macos (personal). conductor on both platforms in combination with the pro plan and conductor cloud would be a banger.", "link": "https://www.reddit.com/r/conductorbuild/comments/1x13gv6/when_are_we_getting_a_windows_version_ballpark/pet4pg1/"}, {"agent": "conductor", "date": "2026-10-08", "source": "Reddit", "community": "r/conductorbuild", "text": "i'm dying to conductor on pc. i got a new job and i have to use pc (please kill me) and now i can't use conductor on it. it's my #1 harness and surface. really would love a solution for pc. thank you guys for everything you do! 🙏", "link": "https://www.reddit.com/r/conductorbuild/comments/1x13gv6/when_are_we_getting_a_windows_version_ballpark/"}, {"agent": "conductor", "date": "2026-09-30", "source": "X", "community": "@conductor_build", "text": "might i please have early access to @conductor_build for windows. @charlieholtz @jacksondecampos @kaden_hyatt @splehman [link]", "link": "https://twitter.com/1803827743244582912/status/2105367945438499029"}]}, {"theme": "Cloud agents controlled from mobile", "criterion": "surfaces.cloud_sessions", "authorWeeks": 3, "posts": 3, "examples": [{"agent": "conductor", "date": "2026-09-12", "source": "X", "community": "@conductor_build", "text": "@leodev @max_kelly hoping codex gets their shit together\nor for the @conductor_build mobile/cloud experience to get a lot better until then", "link": "https://twitter.com/1773217467558744064/status/2098793763824963596"}, {"agent": "conductor", "date": "2026-09-02", "source": "X", "community": "@conductor_build", "text": ".env.local remains the biggest issue with moving dev environments to the cloud from local machines. @conductor_build seems to have this well figured out - just want that darn mobile app!", "link": "https://twitter.com/373800245/status/2095141836213862695"}]}, {"theme": "New Haiku model release and support", "criterion": "models.catalog_access", "authorWeeks": 3, "posts": 3, "examples": []}, {"theme": "Newer Grok model support", "criterion": "models.catalog_access", "authorWeeks": 3, "posts": 3, "examples": [{"agent": "conductor", "date": "2026-09-02", "source": "X", "community": "@conductor_build", "text": "@charlieholtz @conductor_build yes plz. and then grok, once they sort out their subscription spaghetti. \nbut muse first plz.", "link": "https://twitter.com/21018025/status/2095280722827210824"}, {"agent": "conductor", "date": "2026-09-02", "source": "X", "community": "@conductor_build", "text": "@charlieholtz are you guys looking to integrate grok directly to @conductor_build not via cursor??", "link": "https://twitter.com/168798208/status/2095215723664506950"}]}, {"theme": "Agent completion and attention notifications", "criterion": "ui.display_settings", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "conductor", "date": "2026-10-13", "source": "X", "community": "@conductor_build", "text": "@conductor_build @charlieholtz allow to add custom sounds in completion sound or add an elden ring sound yourself damn it", "link": "https://twitter.com/840941951075594240/status/2109911501780009279"}, {"agent": "conductor", "date": "2026-09-01", "source": "X", "community": "@conductor_build", "text": "urgent product feedback for the @conductor_build and @charlieholtz before i churn.\nplease remove the tiktok export sound from the end of the “fahhhh” completion sound when you do the fable 5.1 hotfix. thanks! [link]", "link": "https://twitter.com/2429725290/status/2094862838644801993"}]}, {"theme": "Cloud agent execution support", "criterion": "surfaces.cloud_sessions", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "conductor", "date": "2026-09-13", "source": "X", "community": "@conductor_build", "text": "@euboid @conductor_build it really needs opencode or something on cloud", "link": "https://twitter.com/15210361/status/2099023407639908440"}]}, {"theme": "Confirmation before archiving a workspace", "criterion": "work.destructive_actions", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "conductor", "date": "2026-09-30", "source": "X", "community": "@conductor_build", "text": "@ktkaushik @conductor_build i find the lack of a confirm step costly; i'm building [link] that records a snapshot before archiving, giving me a quick way to restore.", "link": "https://twitter.com/1724070962902028288/status/2105331860762947601"}, {"agent": "conductor", "date": "2026-09-30", "source": "X", "community": "@conductor_build", "text": "@conductor_build is there a way to have conductor confirm before archiving? and is there a way to retrieve recently archived workspace? \nyou can perhaps guess, i accidentally archived a workspace.", "link": "https://twitter.com/39042776/status/2105125877826871709"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 23, "negative": 14, "positiveShare": 62.2, "ci95": [46.1, 75.9]}, {"week": "2026-09-07", "positive": 38, "negative": 24, "positiveShare": 61.3, "ci95": [48.8, 72.4]}, {"week": "2026-09-14", "positive": 25, "negative": 15, "positiveShare": 62.5, "ci95": [47.0, 75.8]}, {"week": "2026-09-21", "positive": 10, "negative": 22, "positiveShare": 31.2, "ci95": [18.0, 48.6]}, {"week": "2026-09-28", "positive": 27, "negative": 17, "positiveShare": 61.4, "ci95": [46.6, 74.3]}, {"week": "2026-10-05", "positive": 13, "negative": 9, "positiveShare": 59.1, "ci95": [38.7, 76.7]}, {"week": "2026-10-12", "positive": 6, "negative": 9, "positiveShare": 40.0, "ci95": [19.8, 64.3]}], "weeklyScore": [{"week": "2026-08-31", "authors": 90, "reach": {"shareOfVoice": 0.28, "value": 0.361}, "regard": {"value": 0.504, "ci95": [0.5, 0.508]}, "score": {"value": 43.4, "ci95": [42.3, 44.6]}, "ranking": {"rank": 12, "rankRange": [12, 14]}}, {"week": "2026-09-07", "authors": 162, "reach": {"shareOfVoice": 0.53, "value": 0.365}, "regard": {"value": 0.507, "ci95": [0.501, 0.515]}, "score": {"value": 44.8, "ci95": [43.5, 46.3]}, "ranking": {"rank": 13, "rankRange": [10, 14]}}, {"week": "2026-09-14", "authors": 90, "reach": {"shareOfVoice": 0.29, "value": 0.291}, "regard": {"value": 0.506, "ci95": [0.499, 0.515]}, "score": {"value": 42.8, "ci95": [41.4, 44.7]}, "ranking": {"rank": 13, "rankRange": [12, 13]}}, {"week": "2026-09-21", "authors": 83, "reach": {"shareOfVoice": 0.23, "value": 0.31}, "regard": {"value": 0.5, "ci95": [0.496, 0.505]}, "score": {"value": 43.1, "ci95": [42.3, 44.0]}, "ranking": {"rank": 14, "rankRange": [13, 14]}}, {"week": "2026-09-28", "authors": 112, "reach": {"shareOfVoice": 0.31, "value": 0.35}, "regard": {"value": 0.503, "ci95": [0.497, 0.508]}, "score": {"value": 44.6, "ci95": [43.8, 45.5]}, "ranking": {"rank": 12, "rankRange": [11, 13]}}, {"week": "2026-10-05", "authors": 56, "reach": {"shareOfVoice": 0.18, "value": 0.311}, "regard": {"value": 0.502, "ci95": [0.498, 0.506]}, "score": {"value": 43.2, "ci95": [42.6, 43.9]}, "ranking": {"rank": 13, "rankRange": [13, 13]}}, {"week": "2026-10-12", "authors": 53, "reach": {"shareOfVoice": 0.2, "value": 0.319}, "regard": {"value": 0.503, "ci95": [0.499, 0.507]}, "score": {"value": 43.2, "ci95": [42.5, 44.1]}, "ranking": {"rank": 13, "rankRange": [13, 13]}}]}, {"id": "kiro", "name": "Kiro", "maker": "AWS", "sources": [{"channel": "Reddit", "selector": "r/kiroIDE", "posts": 1318}, {"channel": "X", "selector": "@kirodotdev", "posts": 538}, {"channel": "Reddit", "selector": "Posts that name it", "posts": 90}, {"channel": "Trustpilot", "selector": "Trustpilot", "posts": 1}], "records": 1947, "judgingPosts": 609, "authors": 919, "authorWeeks": 1236, "reach": {"shareOfVoice": 0.61, "weightedUsers": 615.7, "value": 0.404}, "regard": {"positiveAuthorWeeks": 112, "negativeAuthorWeeks": 320, "rawPositiveShare": 25.9, "rawCi95": [22.0, 30.3], "value": 0.478, "ci95": [0.467, 0.49]}, "score": {"value": 41.6, "ci95": [40.4, 43.1], "popularityZ": -0.491, "loveZ": -0.66}, "ranking": {"rank": 13, "rankRange": [12, 15]}, "levers": {"paying": {"score": 43.2, "gain": 1.59, "rank": 12}, "setup": {"score": 41.7, "gain": 0.08, "rank": 13}, "models": {"score": 41.9, "gain": 0.23, "rank": 13}, "work": {"score": 42.0, "gain": 0.39, "rank": 13}, "interface": {"score": 41.7, "gain": 0.02, "rank": 13}, "reliability": {"score": 41.8, "gain": 0.14, "rank": 13}, "account": {"score": 41.7, "gain": 0.03, "rank": 13}}, "criteria": {"paying": {"praise": 21, "complaint": 121, "n": 142, "weighted": {"praise": 12.18, "complaint": 72.52}, "praiseShare": 14.8, "ci95": [9.9, 21.6], "regard": 0.454, "regardCi95": [0.427, 0.48], "salience": 32.9, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "i just don't use opus ever. i'm on luna for all i need to do for work and it's been fine. i like to have control and review, and so a step at a time and it's quick enough that i'm not waiting around for more than 2-3 min max each time. no issues with eating credits of course.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x31rk1/am_i_using_kiro_wrong_or_does_it_feel_painful_to/pf80dmg/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "why is no one recommending kiroooo bro . i got so many projects saved with it. kiro is da best. it's 1000 times better than cursor and i've used both a lot . the best part is u get 50 credits every month. your usage resets every month ", "link": "https://www.reddit.com/r/vibecoding/comments/1t4h80b/which_ide_are_you_using_for_vibe_coding_is/pdi5x19/"}, {"date": "2026-09-27", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev if i had to choose between cursor and kiro for using claude opus 5.5, based on a year of experience, i’d recommend kiro for the best value.\neven the cheapest plan gives you 1,000 credits, which lets you run the model a surprisingly large number of times. [link]", "link": "https://twitter.com/1260863005362802688/status/2104082489124004092"}, {"date": "2026-09-27", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev\ni created a lightweight php dashboard to display data from switchbot temperature and humidity sensors.\ni was able to implement all of this smoothly using only the features of \"kiro free\"!\n[link]\n#kirouniversity #buildwithkiro", "link": "https://twitter.com/2104203277688811520/status/2104233829972246799"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/ChatGPTCoding", "polarity": "praise", "text": "we got $20 for kiro and since i just use the ultra efficient luna, i don't even spend more than like 70% a month anymore. and yes, i work on multiple enterprise apps.\nthe ones who spend $1k - you don't need opus for everything.", "link": "https://www.reddit.com/r/ChatGPTCoding/comments/1wdfc5x/what_is_your_monthly_budget_for_agentic_coding/p9aizjj/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i’ve been using kiro for a year; points used to last a long time, but now they get used up really quickly.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5hj2i/has_aws_finally_given_up_on_kiro/pgmini2/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "still sonnet 5.5 uses too many credits i need something less credit intensive", "link": "https://www.reddit.com/r/kiroIDE/comments/1x2jmre/when_are_we_getting_the_haiku_55/pf2qtyq/"}, {"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "hey @kirodotdev @awscloud,\ni'm using kiro through aws with 4 paid subscriptions ($180/month total)\nmy aws usage has already reached $205.65 and keeps increasing as i use kiro, despite overages being disabled\nthese charges are consuming my aws credits\nwhy am i being charged extra", "link": "https://twitter.com/1743813577994080256/status/2108114855484154032"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i installed this product and found it to be a very funny and entertaining product. i deleted it. there was really no reason to keep it installed because it wasn't free and it has limitations that aren't worth it.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wxlnfq/is_it_just_me_or_is_amazons_kiro_ide_seriously/pdx0x0t/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "as someone who uses both claude code and kiro, i find claude code far more generous with usage limits.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wxlnfq/is_it_just_me_or_is_amazons_kiro_ide_seriously/pdxa2fe/"}]}}, "setup": {"praise": 6, "complaint": 22, "n": 28, "weighted": {"praise": 3.4, "complaint": 12.1}, "praiseShare": 21.4, "ci95": [10.2, 39.5], "regard": 0.4867, "regardCi95": [0.473, 0.5], "salience": 6.5, "receipts": {"praise": [{"date": "2026-09-13", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "why? im trying to move away from cursor and kiro (cli) within vscode seems fine so far, very similar how you would add cursor rules in a project or globally.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wevx2a/my_frustrating_experience_with_kiro_aws/p9kozzw/"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@thats_the_nik @kiview @andrus_a @jetbrains @getsome_air @kirodotdev i added it via acp in ~/.jetbrains/acp.json but it's not quite right... [link]", "link": "https://twitter.com/137654023/status/2107455200864719114"}, {"date": "2026-09-21", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev still not available to me even though i am a qualified customer. i don't understand how kiro works", "link": "https://twitter.com/2048551282554585088/status/2102182077219410112"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "> client-declared tools (the harness's own functions) — not honored by kiro-cli today. definitions on session/prompt (top-level tools or _meta.tools) are accepted but ignored; \nas much as i want to use your gateway, this is still a blocker for me.", "link": "https://www.reddit.com/r/kiroIDE/comments/1w3j02c/𝐔𝐬𝐞_𝐀𝐖𝐒_𝐊𝐢𝐫𝐨_𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐩𝐭𝐢𝐨𝐧_𝐟𝐨𝐫_𝐚𝐧𝐲_𝐀𝐈_𝐇𝐚𝐫𝐧𝐞𝐬𝐬/p9xiah3/"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "this is true and blocker since it’s a limitation of kiro acp. here is the ticket: [link]\nharness mcp server should pass through gateway., but not harness own tools ", "link": "https://www.reddit.com/r/kiroIDE/comments/1w3j02c/𝐔𝐬𝐞_𝐀𝐖𝐒_𝐊𝐢𝐫𝐨_𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐩𝐭𝐢𝐨𝐧_𝐟𝐨𝐫_𝐚𝐧𝐲_𝐀𝐈_𝐇𝐚𝐫𝐧𝐞𝐬𝐬/p9zf0jy/"}, {"date": "2026-09-08", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "what a joke! the aws team says they can’t activate kiro because of “protection measures,” while the kiro team says they can’t activate kiro because i have aws credits. seriously...!!! @kirodotdev", "link": "https://twitter.com/1525584993829142528/status/2097368349969936484"}]}}, "models": {"praise": 11, "complaint": 58, "n": 69, "weighted": {"praise": 7.2, "complaint": 34.04}, "praiseShare": 15.9, "ci95": [9.1, 26.3], "regard": 0.4798, "regardCi95": [0.46, 0.505], "salience": 16.0, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "try auto. it's really good at routing to the best model in terms of price/quality. otherwise you're just paying &gt;2x for very little extra quality.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5hj2i/has_aws_finally_given_up_on_kiro/pgotoyp/"}, {"date": "2026-09-27", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev finally, we have opus 5.5 in kiro!!! 🎉\nthanks for finally adding it! \nhope to see the gpt-6 lineup in kiro soon too. [link]", "link": "https://twitter.com/1673330175939956739/status/2104121435983958182"}, {"date": "2026-09-26", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@hanjack375478 @kirodotdev it's available check your drop-down menu they haven't updated the models changelog on site but you can see opus 5.5 with 2x multiplier great work 👍", "link": "https://twitter.com/2075998391793037312/status/2103842954746208739"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "define “most capable models” outside of fable which extremely overrated, all the frontier models are available on kiro", "link": "https://www.reddit.com/r/google_antigravity/comments/1w786df/is_kiro_better_for_development/p7vz1ak/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "why is it one of the worst? i tried their cli and its looking sexy ... the model options are good enough as well.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x0lq4k/do_you_use_kiro_in_your_companys_project/pem9hty/"}], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev you dont allow level of thinking mode for each model, all kiro's code leaves unlimited bugs since it uses zero thinking.", "link": "https://twitter.com/2002397531226148864/status/2105762386871505150"}, {"date": "2026-09-29", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev issue with kiro is, no thinking option lol, none at all", "link": "https://twitter.com/2002397531226148864/status/2104761368465535388"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "exactly, not a single gpt5.6 model is making sense against opus in kiro", "link": "https://www.reddit.com/r/kiroIDE/comments/1wrd7l9/insane_price_hike_for_gpt_56_model_even_crazier/pcdurv9/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "no mate i've been checking everyday in my kiro ide and it's not there yet. only opus 5", "link": "https://www.reddit.com/r/kiroIDE/comments/1wpveza/kiro_and_opus_55/pc44hzp/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i'm on enterprise subscription and fable is not in the list \n[link]\n", "link": "https://www.reddit.com/r/kiroIDE/comments/1wpveza/kiro_and_opus_55/pc5k9ad/"}]}}, "context": {"praise": 10, "complaint": 12, "n": 22, "weighted": {"praise": 5.77, "complaint": 6.81}, "praiseShare": 45.5, "ci95": [26.9, 65.3], "regard": 0.506, "regardCi95": [0.492, 0.521], "salience": 5.1, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev in long conversations, it does not lose context, which indeed saves a lot of trouble when debugging code.", "link": "https://twitter.com/1518315606830829568/status/2102075322762137730"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i have to use kiro all day for work and i agree - im exhausted. it’s like trying to work with a stubborn horse or cow - gotta keep muscling just to go straight. it’s exhausting", "link": "https://www.reddit.com/r/kiroIDE/comments/1x31rk1/am_i_using_kiro_wrong_or_does_it_feel_painful_to/pfatgw3/"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "yeah that luna change was also crazy then fable coming 6x usage \noverall the context has a huge problem i think no way 1m context fills up that quickly \n1 promt 30 creds", "link": "https://www.reddit.com/r/kiroIDE/comments/1wjh0hs/for_the_last_23_days_kiro_credits_have_been/paioksy/"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "it's too much bloat.. steering files, and the editor's api make the models kinda dumber? i actually was tasked to check the quality of prompts compared to other others like for example vscode with llms, or cursor, and kiro performed the worst even when using the same models.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wevx2a/my_frustrating_experience_with_kiro_aws/p9ksr9j/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "yes, the lack of frontier models is frustrating \nide is pain, i fully switched to kirocrew. \nfor me, personally, most of the pain is small context window for gpt models", "link": "https://www.reddit.com/r/kiroIDE/comments/1wchsii/frontier_models_on_other_providers_vs_the_same/p8y9pzo/"}, {"date": "2026-09-08", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "my enterprise pays for it. but it frequently gives a high traffic message and gets stuck in \"working\" until i switch to a lower model. when ai development service isn't able to provide the basic feature of model available, why should i not shit on it. plus all the open-source models are outdated. and the context widows of the gpt models are like a teaspoon. compaction occurs every 10 minutes. it's a shite service all round. ", "link": "https://www.reddit.com/r/kiroIDE/comments/1t4k9yc/why_is_kiro_hated_so_much/p8i7tlf/"}]}}, "work": {"praise": 45, "complaint": 55, "n": 100, "weighted": {"praise": 29.83, "complaint": 35.43}, "praiseShare": 45.0, "ci95": [35.6, 54.8], "regard": 0.4859, "regardCi95": [0.459, 0.511], "salience": 23.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "kirocrew is great for bigger tasks for me. cli for quick jobs. both are awesome", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5hj2i/has_aws_finally_given_up_on_kiro/pgqpwwr/"}, {"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "one rawtree api endpoint spent 14 hours failing roughly 1 in 5 requests.\n@kirodotdev figured out why from a single plain-english question, using the rawtree power. 🧵 [link]", "link": "https://twitter.com/2029133132071632896/status/2108185562511278432"}, {"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev rawtree sends its own opentelemetry traces from that cluster, so every request is already a row.\nkiro found the traces able, read its columns, then wrote and ran the sql itself through the power's run-query tool.", "link": "https://twitter.com/2029133132071632896/status/2108185566709760479"}, {"date": "2026-10-01", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev the parallel branch with testing review checkpoints, this workflow design is quite solid.", "link": "https://twitter.com/1475488947719401474/status/2105779703424438283"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i got this. it killed my session. i basically just added a rule to never even attempt to generate or creat images (via ss) or read its own. idk what led it down a loop of it spamming screenshots and trying to read them, which led to this error. haven’t faced a problem since", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5nlfw/is_image_input_broken_for_opus_55_right_now/ph8p5so/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "yeah, i was lazy and yolo’d then it started installing packages on my wsl instance as sudo.\nanyhow:\n[link]", "link": "https://www.reddit.com/r/kiroIDE/comments/1x283b7/kiro_prompt_spam/pfb4hgj/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i have a working folder. i don't want complete yolo, i want kiro to respect the boundaries of my project. but it seems i either spend eight hours pressing \"accept\" or open up my entire like to an agent i don't trust.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x283b7/kiro_prompt_spam/pf22klx/"}, {"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "i can't believe it is possible to make a app worse then antigravity whoever develops @kirodotdev should be tried for crimes against humanity. [phone] allows in the first 5 minutes of use and no way to turn off this sandbox garbage.", "link": "https://twitter.com/1840564346138624000/status/2108333972484763679"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "in which workflows caused kiro to take over 8 hours to implement some basic rest api stuff i would have done manually by hand in 10 minutes...", "link": "https://www.reddit.com/r/kiroIDE/comments/1wyp05w/can_kiro_not_do_workflows_for_trivial_tasks/"}]}}, "checking": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 1.68, "complaint": 1.19}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.5012, "regardCi95": [0.494, 0.509], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "built with kiro: an audit that checks every amazon bedrock managed kb chunk still matches its japanese source, per department. kiro-generated property tests caught a real unicode bug.\n@kirodotdev #kirouniversity #buildwithkiro\n[link] [link]", "link": "https://twitter.com/1388323577582153731/status/2107194638306304368"}], "complaint": [{"date": "2026-08-31", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "kiro is a waste of time and money.\nit's been, by far, the worst thing to ever happen to me. it lies. all the time. it doesn't take direction. i like to think i know moderately what i'm doing - and none of the fixes that work on other models made any difference. it doesn't listen. even if you compact conversations, it loses context, even with session handoffs, it doesn't read them. it skims, skips, tells you \"done\" and i've watched it lie to me in real time.\ni'm glad i let it loose in a sandbox instead of trusting it to get things done. claude had to mop up after it multiple times because it went trying to do things it shouldn't and things i never asked for. \nyou're not alone. i'm canceling.", "link": "https://www.reddit.com/r/kiroIDE/comments/1vlhy1l/kiro_needs_to_change_urgently/p6xfmgr/"}]}}, "interface": {"praise": 6, "complaint": 11, "n": 17, "weighted": {"praise": 3.34, "complaint": 6.34}, "praiseShare": 35.3, "ci95": [17.3, 58.7], "regard": 0.4972, "regardCi95": [0.486, 0.509], "salience": 3.9, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "hmm, i think i'll stick with mission control @kirodotdev the star trek vibe is pretty cool. [link]", "link": "https://twitter.com/7215722/status/2105530036728336695"}, {"date": "2026-09-22", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@poojagiri_8 @kirodotdev session management in kiro cli was overdue1000+ sessions and finally being able to find one is huge", "link": "https://twitter.com/1675906158304038912/status/2102294972703621328"}, {"date": "2026-09-03", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "i talked about #buildinpublic yesterday and now i have the @kirodotdev cloud sessions running major improvements for pegasus galaxy in the alliance system. it's cool as i can continue to focus on my 9-5 ;)", "link": "https://twitter.com/9518182/status/2095414740025557253"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "why is it one of the worst? i tried their cli and its looking sexy ... the model options are good enough as well.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x0lq4k/do_you_use_kiro_in_your_companys_project/pem9hty/"}], "complaint": [{"date": "2026-09-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "yeah.. it has been super annoying. i use the cli to do pr reviews. it will get done and scroll back to the top.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wdwbhs/intermittent_scrollsnaptotop_when_scrolling/p997kzb/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "the cli is horrific lmfao\nso many free open source ones you could just yoink, login reset, no select copy, the dragging to the top of the windows constantly and looking like it hasn't, jts really bizzare ", "link": "https://www.reddit.com/r/kiroIDE/comments/1wchsii/frontier_models_on_other_providers_vs_the_same/p915boh/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i’m a master’s student and use kiro to help me understand my textbooks, but i keep running into issues with how it displays math.\na lot of the time, it just shows raw latex. if i ask it to fix the formatting, it usually fixes the main equations but still leaves the inline math and symbols unrendered.\nhas anyone found a way to get both to render consistently? it works fine for me in codex and claude code, so i’m wondering if i need to prompt kiro differently or if it’s an issue with the chat ui.\nthanks in advance!", "link": "https://www.reddit.com/r/kiroIDE/comments/1wvv285/anyone_else_having_trouble_with_latex_rendering/"}, {"date": "2026-09-07", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "someone from @kirodotdev , please fix the ui , and also bring in modes to auto approve , even if its in autopilot , the model(even sol and opus 5) keeps coming up with random most commands and asking permission every single time . [link]", "link": "https://twitter.com/1308410318108995585/status/2097051318175289737"}, {"date": "2026-09-16", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i had a runaway agent once. it took all tasks, went into the background and continued for a couple of hours. no stopping of the thing. it survived prompts, commands, sessions and restarts. 100+ tokens on haiku and ~30 tasks later it happily reported in a newly opened session that it finished. micro-skynet experience. good it was a small private project.", "link": "https://www.reddit.com/r/kiroIDE/comments/1whrobc/in_less_than_30_secs_kiro_uses_almost_100_credits/pa4s07y/"}]}}, "reliability": {"praise": 6, "complaint": 40, "n": 46, "weighted": {"praise": 3.52, "complaint": 27.16}, "praiseShare": 13.0, "ci95": [6.1, 25.7], "regard": 0.4879, "regardCi95": [0.466, 0.514], "salience": 10.6, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "everyone is complaining that codex, cursor and claude are down but you can still fully use @kirodotdev", "link": "https://twitter.com/1967964218956648448/status/2095580458452910505"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "but it's feel so slow to responses when compared to ide. am i doing something wrong", "link": "https://www.reddit.com/r/kiroIDE/comments/1x31rk1/am_i_using_kiro_wrong_or_does_it_feel_painful_to/pgx6yz3/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "for individual task i feel crew is slower than kiro ide which make me switch back to ide", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5hj2i/has_aws_finally_given_up_on_kiro/pgmyh6j/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "whole day got wasted, getting this error for past 12 hours and still it’s not fixed.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5nlfw/is_image_input_broken_for_opus_55_right_now/pgozxkz/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i rarely use the spec mode feature, for me it’s incredibly slow for some reasons ", "link": "https://www.reddit.com/r/kiroIDE/comments/1x31rk1/am_i_using_kiro_wrong_or_does_it_feel_painful_to/pfe8ovw/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i was doing work suddenly timing out happens now it's completely vanishes looks like full down may be something bad happen at backend", "link": "https://www.reddit.com/r/kiroIDE/comments/1x3dgkj/is_opus_55_down_on_kiro/pfaxmug/"}]}}, "account": {"praise": 7, "complaint": 79, "n": 86, "weighted": {"praise": 4.97, "complaint": 48.48}, "praiseShare": 8.1, "ci95": [4.0, 15.9], "regard": 0.4916, "regardCi95": [0.456, 0.528], "salience": 19.9, "receipts": {"praise": [{"date": "2026-10-08", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "agreed.\nand i had to do an extensive write-up on it's data privacy ... and they had our bases covered. ", "link": "https://www.reddit.com/r/kiroIDE/comments/1x0lq4k/do_you_use_kiro_in_your_companys_project/pemwtw6/"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "that's not necessary. they told me that same thing initially and i pushed back and they said they'd forward to the kiro team. next day it was resolved.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wf62bw/i_recieved_aws_kiro_plus_credits_under_their/p9lrru4/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "me too. i’m from [address]. i wrote to customer support but it didn’t help.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x74j33/stripe_declined_all_my_cards/ph1g2k8/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "the billing and support form? i'm unable to submit for some odd reason. the submit button clicks but my message doesn't submit. i raised a case on aws and still nothing after almost 3 weeks.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x43q66/account_suspension_after_fable_release/pfgkxbf/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "hey all,\ni noticed kiro recently added fable and ever since then, my account's been temporarily suspended (also all my colleagues' accounts). it's so weird. i was really looking forward to using kiro. is anyone else experiencing this or just me and my colleagues?", "link": "https://www.reddit.com/r/kiroIDE/comments/1x43q66/account_suspension_after_fable_release/"}, {"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "🤡kiro ai is a joke.\nevery card gets declined.\nfresh card? declined.\nnew account + new ip? declined.\ncan’t even take money properly but wants to sell “pro”. absolute clown product.\nwho face this problem?\n#kiro #kiroaifail @kirodotdev [link]", "link": "https://twitter.com/1408064623144669195/status/2108241703392223734"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "can some one help 😭how to use free 100$ credits in amazon bedrock by connecting to kiro,aws support is soo unresponsive!", "link": "https://www.reddit.com/r/kiroIDE/comments/1wvwvk7/we_have_claude_sonnet_55_guys_lesss_gooo/pe8rlyz/"}]}}, "limits.plan_value": {"praise": 16, "complaint": 34, "n": 50, "weighted": {"praise": 8.91, "complaint": 21.96}, "praiseShare": 32.0, "ci95": [20.8, 45.8], "regard": 0.4841, "regardCi95": [0.465, 0.501], "salience": 11.6, "receipts": {"praise": [{"date": "2026-10-02", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "why is no one recommending kiroooo bro . i got so many projects saved with it. kiro is da best. it's 1000 times better than cursor and i've used both a lot . the best part is u get 50 credits every month. your usage resets every month ", "link": "https://www.reddit.com/r/vibecoding/comments/1t4h80b/which_ide_are_you_using_for_vibe_coding_is/pdi5x19/"}, {"date": "2026-09-27", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev if i had to choose between cursor and kiro for using claude opus 5.5, based on a year of experience, i’d recommend kiro for the best value.\neven the cheapest plan gives you 1,000 credits, which lets you run the model a surprisingly large number of times. [link]", "link": "https://twitter.com/1260863005362802688/status/2104082489124004092"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/ChatGPTCoding", "polarity": "praise", "text": "we got $20 for kiro and since i just use the ultra efficient luna, i don't even spend more than like 70% a month anymore. and yes, i work on multiple enterprise apps.\nthe ones who spend $1k - you don't need opus for everything.", "link": "https://www.reddit.com/r/ChatGPTCoding/comments/1wdfc5x/what_is_your_monthly_budget_for_agentic_coding/p9aizjj/"}], "complaint": [{"date": "2026-10-07", "source": "Reddit", "community": "r/ExperiencedDevs", "polarity": "complaint", "text": "i use the $20 kiro sub for professional use and still outperform my non-ai colleagues.  i have run out of credits before month end several times, so added extra credits, but its not worth going to the next tier.", "link": "https://www.reddit.com/r/ExperiencedDevs/comments/1x03b4s/what_ai_platforms_tools_do_you_recommend_for/pehw7wz/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i installed this product and found it to be a very funny and entertaining product. i deleted it. there was really no reason to keep it installed because it wasn't free and it has limitations that aren't worth it.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wxlnfq/is_it_just_me_or_is_amazons_kiro_ide_seriously/pdx0x0t/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "as someone who uses both claude code and kiro, i find claude code far more generous with usage limits.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wxlnfq/is_it_just_me_or_is_amazons_kiro_ide_seriously/pdxa2fe/"}]}}, "limits.window_interrupts_work": {"praise": 4, "complaint": 2, "n": 6, "weighted": {"praise": 2.29, "complaint": 1.06}, "praiseShare": 66.7, "ci95": [30.0, 90.3], "regard": 0.518, "regardCi95": [0.501, 0.539], "salience": 1.4, "receipts": {"praise": [{"date": "2026-09-04", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "what i love about kiro is that they give you credits and not time windows. this let me define my own schedule to work and not feel pressured to use all the windows when the token resets and not knowing if i'll hit the wall on the time i want to dedicate work. please don't follow the competitors on that! 🙏🏻", "link": "https://www.reddit.com/r/kiroIDE/comments/1w5wmz0/after_waiting_almost_4_months_for_fable_5_and_the/p7pqqld/"}], "complaint": []}}, "limits.burn_rate": {"praise": 6, "complaint": 53, "n": 59, "weighted": {"praise": 3.62, "complaint": 32.71}, "praiseShare": 10.2, "ci95": [4.7, 20.5], "regard": 0.4778, "regardCi95": [0.457, 0.499], "salience": 13.7, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "i just don't use opus ever. i'm on luna for all i need to do for work and it's been fine. i like to have control and review, and so a step at a time and it's quick enough that i'm not waiting around for more than 2-3 min max each time. no issues with eating credits of course.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x31rk1/am_i_using_kiro_wrong_or_does_it_feel_painful_to/pf80dmg/"}, {"date": "2026-08-31", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "compared to other tools such as copilot, kiro uses up credits relatively slowly (and yes, i mean credits per cost). of course, where possible, you should try to optimise your llm usage a little, avoid unnecessary context, etc., but depending on what you’re doing and which model you’re using, this level of consumption may be normal. ", "link": "https://www.reddit.com/r/kiroIDE/comments/1vz8tk7/kiro_is_guzzling_credits_1k_in_two_days/p71rhqd/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "currently you should stay with opus 5.5 in kiro, it definitely produces the better results and the credit usage is more atractive than gpt models.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wrgezk/when_are_we_getting_new_gpt6_sol_and_luna_models/pcj3tx8/"}], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "still sonnet 5.5 uses too many credits i need something less credit intensive", "link": "https://www.reddit.com/r/kiroIDE/comments/1x2jmre/when_are_we_getting_the_haiku_55/pf2qtyq/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "kiro is dogshit in terms of its credit usage, a small task with claude opus set at medium eats 300-400 credits", "link": "https://www.reddit.com/r/kiroIDE/comments/1wwruh2/is_my_token_usage_normal_comparable/pdn48nz/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "yesterday i gave the top openai gpt model init a research task; that mf consumed 1400 credits for that one thing", "link": "https://www.reddit.com/r/kiroIDE/comments/1wwruh2/is_my_token_usage_normal_comparable/pdp118q/"}]}}, "limits.allowance_change": {"praise": 0, "complaint": 27, "n": 27, "weighted": {"praise": 0.0, "complaint": 14.96}, "praiseShare": 0.0, "ci95": [0.0, 12.5], "regard": 0.4811, "regardCi95": [0.474, 0.487], "salience": 6.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i’ve been using kiro for a year; points used to last a long time, but now they get used up really quickly.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5hj2i/has_aws_finally_given_up_on_kiro/pgmini2/"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i didnt notice at first that sol price went from 2.4x -> 4.4x . lost couple k tokens :(", "link": "https://www.reddit.com/r/kiroIDE/comments/1wjh0hs/for_the_last_23_days_kiro_credits_have_been/pakqmdb/"}, {"date": "2026-09-18", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev why did you guys change the pricing of luna? honestly its a deal breaker :(", "link": "https://twitter.com/1549953618815639552/status/2101031288614375917"}]}}, "limits.reset_schedule": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.19}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4967, "regardCi95": [0.493, 0.5], "salience": 0.9, "receipts": {"praise": [], "complaint": []}}, "limits.usage_meter": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.41}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4981, "regardCi95": [0.495, 0.5], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "limits.prompt_cache": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4991, "regardCi95": [0.497, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "billing.overage_charges": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 3.87}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4949, "regardCi95": [0.49, 0.499], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "hey @kirodotdev @awscloud,\ni'm using kiro through aws with 4 paid subscriptions ($180/month total)\nmy aws usage has already reached $205.65 and keeps increasing as i use kiro, despite overages being disabled\nthese charges are consuming my aws credits\nwhy am i being charged extra", "link": "https://twitter.com/1743813577994080256/status/2108114855484154032"}]}}, "billing.pricing_clarity": {"praise": 0, "complaint": 8, "n": 8, "weighted": {"praise": 0.0, "complaint": 4.6}, "praiseShare": 0.0, "ci95": [0.0, 32.4], "regard": 0.494, "regardCi95": [0.49, 0.498], "salience": 1.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-16", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "can anyone in the kiro team pushback against this change ? luna went from being dirt cheap to 1.1x \n[link] \neither that or just be transparent and admit you wanted to do a price increase. \n@kirodotdev @mattsgarman", "link": "https://twitter.com/2066294184923877376/status/2100144237366923638"}]}}, "billing.free_tier": {"praise": 1, "complaint": 9, "n": 10, "weighted": {"praise": 0.59, "complaint": 4.38}, "praiseShare": 10.0, "ci95": [1.8, 40.4], "regard": 0.4882, "regardCi95": [0.479, 0.496], "salience": 2.3, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev\ni created a lightweight php dashboard to display data from switchbot temperature and humidity sensors.\ni was able to implement all of this smoothly using only the features of \"kiro free\"!\n[link]\n#kirouniversity #buildwithkiro", "link": "https://twitter.com/2104203277688811520/status/2104233829972246799"}], "complaint": [{"date": "2026-09-22", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "ugh i first messed with this stuff on kiro so it's my default but i'm gonna have to pay to mess with new modelsss", "link": "https://www.reddit.com/r/kiroIDE/comments/1wnkhp7/is_claude_sub_better_than_kiro_sub_20/pbg11ji/"}, {"date": "2026-09-09", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "a free year of @kirodotdev , now for students around the world \nbut you need email id that is provided by your university or the college. in [address], this facility is not available, unfortunately. meaning [address]ese students cannot get to use @kirodotdev .", "link": "https://twitter.com/1436008828869414913/status/2097498210076106928"}, {"date": "2026-09-09", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "i thought entire world have around 200+ countries but not it's actually 18 \nthanks @kirodotdev helping [link]", "link": "https://twitter.com/2015748138750058496/status/2097789450831138964"}]}}, "billing.subscription_portability": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "setup.install_signin": {"praise": 0, "complaint": 7, "n": 7, "weighted": {"praise": 0.0, "complaint": 2.98}, "praiseShare": 0.0, "ci95": [0.0, 35.4], "regard": 0.4955, "regardCi95": [0.492, 0.498], "salience": 1.6, "receipts": {"praise": [], "complaint": [{"date": "2026-09-08", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "what a joke! the aws team says they can’t activate kiro because of “protection measures,” while the kiro team says they can’t activate kiro because i have aws credits. seriously...!!! @kirodotdev", "link": "https://twitter.com/1525584993829142528/status/2097368349969936484"}]}}, "setup.provider_byok_local": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4997, "regardCi95": [0.495, 0.504], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-25", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "i’ve been using it with opencode and direct bedrock calls and it’s been working great.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wpi98x/opus_55_prediction/pbw9hib/"}], "complaint": []}}, "setup.extensions_mcp": {"praise": 4, "complaint": 4, "n": 8, "weighted": {"praise": 2.38, "complaint": 2.26}, "praiseShare": 50.0, "ci95": [21.5, 78.5], "regard": 0.5003, "regardCi95": [0.492, 0.508], "salience": 1.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-15", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "> client-declared tools (the harness's own functions) — not honored by kiro-cli today. definitions on session/prompt (top-level tools or _meta.tools) are accepted but ignored; \nas much as i want to use your gateway, this is still a blocker for me.", "link": "https://www.reddit.com/r/kiroIDE/comments/1w3j02c/𝐔𝐬𝐞_𝐀𝐖𝐒_𝐊𝐢𝐫𝐨_𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐩𝐭𝐢𝐨𝐧_𝐟𝐨𝐫_𝐚𝐧𝐲_𝐀𝐈_𝐇𝐚𝐫𝐧𝐞𝐬𝐬/p9xiah3/"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "this is true and blocker since it’s a limitation of kiro acp. here is the ticket: [link]\nharness mcp server should pass through gateway., but not harness own tools ", "link": "https://www.reddit.com/r/kiroIDE/comments/1w3j02c/𝐔𝐬𝐞_𝐀𝐖𝐒_𝐊𝐢𝐫𝐨_𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐩𝐭𝐢𝐨𝐧_𝐟𝐨𝐫_𝐚𝐧𝐲_𝐀𝐈_𝐇𝐚𝐫𝐧𝐞𝐬𝐬/p9zf0jy/"}]}}, "setup.onboarding_docs": {"praise": 0, "complaint": 5, "n": 5, "weighted": {"praise": 0.0, "complaint": 2.63}, "praiseShare": 0.0, "ci95": [-0.0, 43.4], "regard": 0.4959, "regardCi95": [0.492, 0.499], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-03", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev i guess u guyd doing great job to close the gap , but it still have big gaps , i think if u can make less set up for users it would be great , cuz i phase alot of issues and bugs with kirecrew that made me stop using it even before the new windows , like voice doesn't work etc..", "link": "https://twitter.com/1529990445241192458/status/2095534968885707147"}]}}, "setup.ide_integration": {"praise": 3, "complaint": 8, "n": 11, "weighted": {"praise": 1.44, "complaint": 4.89}, "praiseShare": 27.3, "ci95": [9.7, 56.6], "regard": 0.4915, "regardCi95": [0.482, 0.5], "salience": 2.5, "receipts": {"praise": [{"date": "2026-09-25", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "i w found the kiro ide harness is significantly better than the cli. i use both", "link": "https://www.reddit.com/r/kiroIDE/comments/1wo0mu2/kiro_vs_claude_code_any_difference_worth_knowing/pbvtlk3/"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "why? im trying to move away from cursor and kiro (cli) within vscode seems fine so far, very similar how you would add cursor rules in a project or globally.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wevx2a/my_frustrating_experience_with_kiro_aws/p9kozzw/"}], "complaint": [{"date": "2026-09-30", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "that's great! where did you read about this unification? i've always complained to our amazon rep that it feels very much like kiro cli and kiro ide were built by two independent product teams who never talk to each other, and who aren't even allowed to send smoke signals to one another.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wuazaz/kiro_just_dropped_multiagent_workflows_finally/pd2ajmk/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "cool! gonna try tomorrow. i prefer the vs lsp integration, debugger and interface. kiro only have the free debugger right now and somehow electron-like programs perform much worse then vs in my machine.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wp53oc/i_added_native_kiro_support_to_visual_studio_2026/pbvamrb/"}, {"date": "2026-09-04", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev your ide lacks basic features is a nonsense for a fork.. not going to comment on the credit usage in last 2 months. will be switching soon.", "link": "https://twitter.com/2393611456/status/2095926199864221903"}]}}, "models.catalog_access": {"praise": 7, "complaint": 49, "n": 56, "weighted": {"praise": 4.07, "complaint": 27.61}, "praiseShare": 12.5, "ci95": [6.2, 23.6], "regard": 0.4782, "regardCi95": [0.46, 0.497], "salience": 13.0, "receipts": {"praise": [{"date": "2026-09-27", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev finally, we have opus 5.5 in kiro!!! 🎉\nthanks for finally adding it! \nhope to see the gpt-6 lineup in kiro soon too. [link]", "link": "https://twitter.com/1673330175939956739/status/2104121435983958182"}, {"date": "2026-09-26", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@hanjack375478 @kirodotdev it's available check your drop-down menu they haven't updated the models changelog on site but you can see opus 5.5 with 2x multiplier great work 👍", "link": "https://twitter.com/2075998391793037312/status/2103842954746208739"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "define “most capable models” outside of fable which extremely overrated, all the frontier models are available on kiro", "link": "https://www.reddit.com/r/google_antigravity/comments/1w786df/is_kiro_better_for_development/p7vz1ak/"}], "complaint": [{"date": "2026-09-26", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "no mate i've been checking everyday in my kiro ide and it's not there yet. only opus 5", "link": "https://www.reddit.com/r/kiroIDE/comments/1wpveza/kiro_and_opus_55/pc44hzp/"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i'm on enterprise subscription and fable is not in the list \n[link]\n", "link": "https://www.reddit.com/r/kiroIDE/comments/1wpveza/kiro_and_opus_55/pc5k9ad/"}, {"date": "2026-09-26", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@arthuryuzbashev @kirodotdev yeah kiro is a bit of a slow learner 😂\nmodels take time to be available there", "link": "https://twitter.com/1139838247570477058/status/2103798903900442975"}]}}, "models.routing_auto": {"praise": 3, "complaint": 4, "n": 7, "weighted": {"praise": 2.42, "complaint": 2.38}, "praiseShare": 42.9, "ci95": [15.8, 75.0], "regard": 0.5078, "regardCi95": [0.495, 0.523], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "try auto. it's really good at routing to the best model in terms of price/quality. otherwise you're just paying &gt;2x for very little extra quality.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5hj2i/has_aws_finally_given_up_on_kiro/pgotoyp/"}, {"date": "2026-09-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "i use kiro ide with auto model. works very well, few tokens.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wchsii/frontier_models_on_other_providers_vs_the_same/p92st2r/"}], "complaint": []}}, "models.effort_control": {"praise": 0, "complaint": 3, "n": 3, "weighted": {"praise": 0.0, "complaint": 2.26}, "praiseShare": 0.0, "ci95": [0.0, 56.2], "regard": 0.4947, "regardCi95": [0.488, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-01", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev you dont allow level of thinking mode for each model, all kiro's code leaves unlimited bugs since it uses zero thinking.", "link": "https://twitter.com/2002397531226148864/status/2105762386871505150"}, {"date": "2026-09-29", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev issue with kiro is, no thinking option lol, none at all", "link": "https://twitter.com/2002397531226148864/status/2104761368465535388"}]}}, "models.quality_drift": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.71, "complaint": 2.14}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.5001, "regardCi95": [0.493, 0.51], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i silently started using kiro... stopped making complaints here as here its termed as *skill issue* rather than credits burn or nerfed product. \nseriously you are for something, but that something nerfed and its credits usage is like premium. ", "link": "https://www.reddit.com/r/codex/comments/1wt9p8g/after_20_days_on_a_single_goal_codex_has_become/pcs8xme/"}]}}, "context.instruction_files": {"praise": 5, "complaint": 1, "n": 6, "weighted": {"praise": 2.28, "complaint": 0.42}, "praiseShare": 83.3, "ci95": [43.6, 97.0], "regard": 0.5041, "regardCi95": [0.5, 0.51], "salience": 1.4, "receipts": {"praise": [], "complaint": []}}, "context.instruction_following": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.19}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.498, "regardCi95": [0.495, 0.5], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "context.clarifying_questions": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 2, "complaint": 2, "n": 4, "weighted": {"praise": 1.19, "complaint": 0.92}, "praiseShare": 50.0, "ci95": [15.0, 85.0], "regard": 0.5071, "regardCi95": [0.498, 0.521], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-21", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@kirodotdev in long conversations, it does not lose context, which indeed saves a lot of trouble when debugging code.", "link": "https://twitter.com/1518315606830829568/status/2102075322762137730"}], "complaint": []}}, "context.compaction": {"praise": 2, "complaint": 3, "n": 5, "weighted": {"praise": 1.71, "complaint": 1.37}, "praiseShare": 40.0, "ci95": [11.8, 76.9], "regard": 0.5031, "regardCi95": [0.496, 0.513], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-08", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "my enterprise pays for it. but it frequently gives a high traffic message and gets stuck in \"working\" until i switch to a lower model. when ai development service isn't able to provide the basic feature of model available, why should i not shit on it. plus all the open-source models are outdated. and the context widows of the gpt models are like a teaspoon. compaction occurs every 10 minutes. it's a shite service all round. ", "link": "https://www.reddit.com/r/kiroIDE/comments/1t4k9yc/why_is_kiro_hated_so_much/p8i7tlf/"}]}}, "context.session_memory": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.71}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5001, "regardCi95": [0.495, 0.505], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "turned it on yesterday and was extremely slow and ate up a ton of credits. seems like a really flawed approach at memory management tbh", "link": "https://www.reddit.com/r/kiroIDE/comments/1wuazaz/kiro_just_dropped_multiagent_workflows_finally/pdf3tvh/"}]}}, "context.codebase_retrieval": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.84}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4981, "regardCi95": [0.494, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "context.attachments": {"praise": 1, "complaint": 2, "n": 3, "weighted": {"praise": 1.0, "complaint": 1.35}, "praiseShare": 33.3, "ci95": [6.1, 79.2], "regard": 0.5008, "regardCi95": [0.494, 0.51], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "i use to have a problem that i couldn't even compact the context anymore once i dropped a big image. but haven't faced that issue recently. pretty sure i've uploaded screenshots to opus today and didn't have a problem.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5nlfw/is_image_input_broken_for_opus_55_right_now/pgo13ju/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "hi everyone,\nis anyone else having trouble sending images to opus 5.5 in kiro right now?\nwhenever i attach an image to my prompt, it immediately fails with: `too many requests, please wait before trying again.`\nhowever, plain text requests with opus 5.5 work completely fine without any rate limit issues. did image support get disabled for opus 5.5, or is there a specific rate-limit bug with vision requests at the moment?\nthanks!", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5nlfw/is_image_input_broken_for_opus_55_right_now/"}]}}, "work.capability": {"praise": 31, "complaint": 25, "n": 56, "weighted": {"praise": 21.15, "complaint": 16.86}, "praiseShare": 55.4, "ci95": [42.4, 67.6], "regard": 0.4846, "regardCi95": [0.461, 0.507], "salience": 13.0, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "no, you do not. i’ve been running kiro and kiro crew on a 2019 macbook pro intel/amd chip set with 32gb memory. works great for developing web apps on aws and ci/cd with github.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x8j8rd/do_you_need_minimac_for_kiro/phhk9iv/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "kirocrew is great for bigger tasks for me. cli for quick jobs. both are awesome", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5hj2i/has_aws_finally_given_up_on_kiro/pgqpwwr/"}, {"date": "2026-10-13", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "i curated this week's #tidytuesday data because my family buys avocado oil products. uc davis: 93% of avocado oil chips were cut with cheaper oil, mayo 71%, dressings 100%. olive oil passed almost every time. @kirodotdev built the fraud detector.\n[link]\n#rstats [link]", "link": "https://twitter.com/961977832233607171/status/2110055562436370652"}], "complaint": [{"date": "2026-10-06", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "in which workflows caused kiro to take over 8 hours to implement some basic rest api stuff i would have done manually by hand in 10 minutes...", "link": "https://www.reddit.com/r/kiroIDE/comments/1wyp05w/can_kiro_not_do_workflows_for_trivial_tasks/"}]}}, "work.frontend_ui": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.bug_diagnosis": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.84, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5015, "regardCi95": [0.5, 0.506], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "one rawtree api endpoint spent 14 hours failing roughly 1 in 5 requests.\n@kirodotdev figured out why from a single plain-english question, using the rawtree power. 🧵 [link]", "link": "https://twitter.com/2029133132071632896/status/2108185562511278432"}], "complaint": []}}, "work.regressions_introduced": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 2.91}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.4961, "regardCi95": [0.493, 0.499], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-15", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "same here, one small task on a card in a specific page, sol used almost 700 credits, 1.5h.. entire page was broken at the end... and without working api in the page", "link": "https://www.reddit.com/r/kiroIDE/comments/1wgutoi/so_let_me_get_this_straight_the_kiro_team_goes/p9xwn7s/"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i’ve used it, extensively…. it’s not that great. opus 5 costs way less and performs very similarly. fable has done weird things i asked, and in one occasion straight broke the test app i always run these things through before adopting it.\nit’s not impressive ", "link": "https://www.reddit.com/r/kiroIDE/comments/1w5wmz0/after_waiting_almost_4_months_for_fable_5_and_the/p7j1m3i/"}, {"date": "2026-09-02", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "trying to use @kirodotdev and i told the ai to fix a chat container. the ai successfully fucked up my 4 hours work.. completely reset the whole work with the stashing and restoring the last commit.\ni know it's a trial account, and using autopilot.. but seriously ?? [link]", "link": "https://twitter.com/74664680/status/2095054450155208849"}]}}, "work.scope_overreach": {"praise": 0, "complaint": 7, "n": 7, "weighted": {"praise": 0.0, "complaint": 4.19}, "praiseShare": 0.0, "ci95": [0.0, 35.4], "regard": 0.4945, "regardCi95": [0.49, 0.498], "salience": 1.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-01", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i enabled the workflow without explicitly ask for a workflow, then it did it by itself in loops. afterwards, i asked kiro not to use workflow, then it stopped and normal again. kiro apologized that it over complicated the issues. without workflow, things went well as usual, as it fixed all the issues in a less than one minute. ", "link": "https://www.reddit.com/r/kiroIDE/comments/1wuazaz/kiro_just_dropped_multiagent_workflows_finally/pdapplg/"}]}}, "work.stuck_loops": {"praise": 0, "complaint": 6, "n": 6, "weighted": {"praise": 0.0, "complaint": 4.65}, "praiseShare": 0.0, "ci95": [0.0, 39.0], "regard": 0.494, "regardCi95": [0.489, 0.498], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i got this. it killed my session. i basically just added a rule to never even attempt to generate or creat images (via ss) or read its own. idk what led it down a loop of it spamming screenshots and trying to read them, which led to this error. haven’t faced a problem since", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5nlfw/is_image_input_broken_for_opus_55_right_now/ph8p5so/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i enabled the workflow without explicitly ask for a workflow, then it did it by itself in loops. afterwards, i asked kiro not to use workflow, then it stopped and normal again. kiro apologized that it over complicated the issues. without workflow, things went well as usual, as it fixed all the issues in a less than one minute. ", "link": "https://www.reddit.com/r/kiroIDE/comments/1wuazaz/kiro_just_dropped_multiagent_workflows_finally/pdapplg/"}]}}, "work.premature_stop": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4994, "regardCi95": [0.498, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-12", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "sometimes i ask something and it doesn't do anything. like my question was abandoned promptly. \nand when it's waiting for another service/event which never happens kiro wouldn't say a word", "link": "https://www.reddit.com/r/kiroIDE/comments/1wefi0t/lately_kiro_has_been_just_hanging/p9e4h1d/"}]}}, "work.long_running_autonomy": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.35, "complaint": 0.5}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.4994, "regardCi95": [0.492, 0.505], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-12", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "i have lots of credits. lots of them. i use mostly kiro crew and let it do all the work. no need for approvals. it does a great job with good models.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x31rk1/am_i_using_kiro_wrong_or_does_it_feel_painful_to/pfefmla/"}], "complaint": []}}, "work.multi_agent_orchestration": {"praise": 6, "complaint": 4, "n": 10, "weighted": {"praise": 3.88, "complaint": 2.08}, "praiseShare": 60.0, "ci95": [31.3, 83.2], "regard": 0.5001, "regardCi95": [0.49, 0.509], "salience": 2.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-02", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i didn't properly rtfm and didn't understand that the multi-spawning of the agents would continue beyond the conversation in the ui, i had asked it to investigate a problem, it had reported back, i considered the matter closed - yet - i had a bad feeling. checked in with kiro ide wherein i could more easily see a token status, and it'd burned through 200 on auto in 3h in the meantime.", "link": "https://www.reddit.com/r/kiroIDE/comments/1ww09o0/workflows_are_now_in_kiro_web_ide_12_cli_226/pdh8uaz/"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i work for amazon and is somewhat “strongly recommended” to use kiro. i still use claude code at work and at home. so much better … (auto classifier, transcript details, integrated tooling, open source tooling, cli features, general stability, model fallback, sub agents control, etc …)", "link": "https://www.reddit.com/r/kiroIDE/comments/1wqueq0/claude_pro_vs_kiro_pro_subscription_which_is/pccqcjf/"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.19}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4981, "regardCi95": [0.495, 0.5], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-09-02", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "trying to use @kirodotdev and i told the ai to fix a chat container. the ai successfully fucked up my 4 hours work.. completely reset the whole work with the stashing and restoring the last commit.\ni know it's a trial account, and using autopilot.. but seriously ?? [link]", "link": "https://twitter.com/74664680/status/2095054450155208849"}]}}, "work.git_workflow": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.computer_browser_use": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.safety_refusals": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.59, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5039, "regardCi95": [0.498, 0.515], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "work.permission_prompts": {"praise": 1, "complaint": 11, "n": 12, "weighted": {"praise": 0.84, "complaint": 7.73}, "praiseShare": 8.3, "ci95": [1.5, 35.4], "regard": 0.4922, "regardCi95": [0.481, 0.505], "salience": 2.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-10", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i have a working folder. i don't want complete yolo, i want kiro to respect the boundaries of my project. but it seems i either spend eight hours pressing \"accept\" or open up my entire like to an agent i don't trust.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x283b7/kiro_prompt_spam/pf22klx/"}, {"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "i can't believe it is possible to make a app worse then antigravity whoever develops @kirodotdev should be tried for crimes against humanity. [phone] allows in the first 5 minutes of use and no way to turn off this sandbox garbage.", "link": "https://twitter.com/1840564346138624000/status/2108333972484763679"}, {"date": "2026-10-06", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@shudufhadzorsa @kirodotdev lmao every thing it does needs approval, even a simple find 🤣", "link": "https://twitter.com/733364996722307073/status/2107310037928378803"}]}}, "work.plan_mode": {"praise": 9, "complaint": 0, "n": 9, "weighted": {"praise": 5.66, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [70.1, 100.0], "regard": 0.5116, "regardCi95": [0.504, 0.521], "salience": 2.1, "receipts": {"praise": [{"date": "2026-09-23", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "kiro has built-in \"spec-driven development\", aka \"planning mode\". as well a normal \"vibe-coding mode\". this planning mode is amazing. but yes, - with proper prompts and .md cofigs, same is possible in vscode+some llm plugin..", "link": "https://www.reddit.com/r/kiroIDE/comments/1wo0mu2/kiro_vs_claude_code_any_difference_worth_knowing/pbj4ocl/"}, {"date": "2026-09-03", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "i vibecoded [link] v1 when @kirodotdev came out and they were giving a free tokens, i wanted to see how far their planning feature would go and it did go pretty far.\nit build the feedback management, public board, ai integration, teams and stripe.", "link": "https://twitter.com/162729401/status/2095530692000047463"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "been using kiro at work and have found the built in planning mode much easier to use than using a similar plugin for vs code/claude.\nbeen contemplating adding a personal kiro sub as well to maybe use in conjunction with claude or codex on a larger scale private project - just need to figure out a good plan to organize/manage them.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wo0mu2/kiro_vs_claude_code_any_difference_worth_knowing/pbjcrv2/"}], "complaint": []}}, "work.response_verbosity": {"praise": 1, "complaint": 2, "n": 3, "weighted": {"praise": 0.42, "complaint": 1.71}, "praiseShare": 33.3, "ci95": [6.1, 79.2], "regard": 0.4992, "regardCi95": [0.493, 0.505], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-10", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "i’ve tried a bunch of different clients and models out there, and prefer kiro + one of the claude 4.8 models to most of them, including claude code cli which i find too cutesy and verbose by comparison. honestly this is more of a matter of tastes + skills issue on your part.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wchsii/frontier_models_on_other_providers_vs_the_same/p8zeoia/"}], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "after weeks of trying, i give an f to the new workflow mode - it burns credits in 5x speed, and most of them are used to produce trash and responses 5x hard to read.\nis there a way to force kiro don't use the disater workflow and just work as like as last month?", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5iot0/is_it_still_possible_to_use_tranditional_vibe/"}]}}, "work.sycophancy_pushback": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.35}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4995, "regardCi95": [0.499, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "verify.self_testing": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.84, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5017, "regardCi95": [0.5, 0.505], "salience": 0.2, "receipts": {"praise": [{"date": "2026-10-05", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "built with kiro: an audit that checks every amazon bedrock managed kb chunk still matches its japanese source, per department. kiro-generated property tests caught a real unicode bug.\n@kirodotdev #kirouniversity #buildwithkiro\n[link] [link]", "link": "https://twitter.com/1388323577582153731/status/2107194638306304368"}], "complaint": []}}, "verify.agent_code_review": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.84, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5013, "regardCi95": [0.5, 0.504], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "verify.change_review_ui": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.84}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4982, "regardCi95": [0.494, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "ui.display_settings": {"praise": 2, "complaint": 8, "n": 10, "weighted": {"praise": 1.55, "complaint": 4.4}, "praiseShare": 20.0, "ci95": [5.7, 51.0], "regard": 0.4973, "regardCi95": [0.488, 0.507], "salience": 2.3, "receipts": {"praise": [{"date": "2026-10-01", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "hmm, i think i'll stick with mission control @kirodotdev the star trek vibe is pretty cool. [link]", "link": "https://twitter.com/7215722/status/2105530036728336695"}], "complaint": [{"date": "2026-09-27", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "yes you can zoom it but scaling it not only affects text it increases the overall size of the ide, including buttons, menus, etc. i don't want that i want to only increase the text size and i can't so i don't use it ", "link": "https://www.reddit.com/r/kiroIDE/comments/1wqueq0/claude_pro_vs_kiro_pro_subscription_which_is/pcd08ni/"}, {"date": "2026-09-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "yeah.. it has been super annoying. i use the cli to do pr reviews. it will get done and scroll back to the top.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wdwbhs/intermittent_scrollsnaptotop_when_scrolling/p997kzb/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "the cli is horrific lmfao\nso many free open source ones you could just yoink, login reset, no select copy, the dragging to the top of the windows constantly and looking like it hasn't, jts really bizzare ", "link": "https://www.reddit.com/r/kiroIDE/comments/1wchsii/frontier_models_on_other_providers_vs_the_same/p915boh/"}]}}, "ui.session_history": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.02, "complaint": 0.84}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5033, "regardCi95": [0.497, 0.511], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-22", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "@poojagiri_8 @kirodotdev session management in kiro cli was overdue1000+ sessions and finally being able to find one is huge", "link": "https://twitter.com/1675906158304038912/status/2102294972703621328"}], "complaint": []}}, "ui.interrupt_steer": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4989, "regardCi95": [0.496, 0.5], "salience": 0.2, "receipts": {"praise": [], "complaint": []}}, "surfaces.remote_mobile": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.42, "complaint": 0.59}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.4992, "regardCi95": [0.495, 0.503], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-08", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "installed it on my home machine, working with it now from my phone is amazing. great work! its simple to use but the features are incredible, i've only scratched the surface of agent capabilities.", "link": "https://www.reddit.com/r/kiroIDE/comments/1vfhqy9/introducing_kiro_crew_an_open_source/p8jvzvq/"}], "complaint": [{"date": "2026-09-23", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "man kiro is becoming less and less usable everyday. no fast mode, no latest models, no mobile use (in beta or opt in?)", "link": "https://www.reddit.com/r/kiroIDE/comments/1wnep1f/give_us_opus_55_atleast/pbh4l3t/"}]}}, "surfaces.cloud_sessions": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.35, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5008, "regardCi95": [0.5, 0.502], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "i talked about #buildinpublic yesterday and now i have the @kirodotdev cloud sessions running major improvements for pegasus galaxy in the alliance system. it's cool as i can continue to focus on my 9-5 ;)", "link": "https://twitter.com/9518182/status/2095414740025557253"}], "complaint": []}}, "rel.service_errors": {"praise": 2, "complaint": 12, "n": 14, "weighted": {"praise": 1.19, "complaint": 9.42}, "praiseShare": 14.3, "ci95": [4.0, 39.9], "regard": 0.5088, "regardCi95": [0.483, 0.547], "salience": 3.2, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@kirodotdev", "polarity": "praise", "text": "everyone is complaining that codex, cursor and claude are down but you can still fully use @kirodotdev", "link": "https://twitter.com/1967964218956648448/status/2095580458452910505"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i was doing work suddenly timing out happens now it's completely vanishes looks like full down may be something bad happen at backend", "link": "https://www.reddit.com/r/kiroIDE/comments/1x3dgkj/is_opus_55_down_on_kiro/pfaxmug/"}, {"date": "2026-10-01", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "ugh, so i'll say that the biggest advantage of running a model locally is the fact that an infra provider that gets popular can also get congested and fail to respond. @kirodotdev just sputtered out.", "link": "https://twitter.com/7215722/status/2105769856247484757"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "kiro-cli timed out a few times yesterday. i lost two heavy work sessions. all i found is a ticket so it appears it does not exist ([link])\nhow do people check downtime? does kiro do rate limiting if you are doing heavy work? it felt slow.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wrsp5y/kiro_status_page/"}]}}, "rel.response_speed": {"praise": 4, "complaint": 14, "n": 18, "weighted": {"praise": 2.32, "complaint": 9.35}, "praiseShare": 22.2, "ci95": [9.0, 45.2], "regard": 0.4952, "regardCi95": [0.484, 0.511], "salience": 4.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "for individual task i feel crew is slower than kiro ide which make me switch back to ide", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5hj2i/has_aws_finally_given_up_on_kiro/pgmyh6j/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i rarely use the spec mode feature, for me it’s incredibly slow for some reasons ", "link": "https://www.reddit.com/r/kiroIDE/comments/1x31rk1/am_i_using_kiro_wrong_or_does_it_feel_painful_to/pfe8ovw/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i didnt like it, im turning it off, too slow and it burns credits", "link": "https://www.reddit.com/r/kiroIDE/comments/1wuazaz/kiro_just_dropped_multiagent_workflows_finally/pdcfooz/"}]}}, "rel.client_failures": {"praise": 1, "complaint": 15, "n": 16, "weighted": {"praise": 0.84, "complaint": 8.7}, "praiseShare": 6.2, "ci95": [1.1, 28.3], "regard": 0.5027, "regardCi95": [0.484, 0.539], "salience": 3.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-07", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "kiro cli with herdr/ghostty mostly. \nmain problem we facing is it is pretty memory hungry for both cli and ide. mac with 16g memory is not enough.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wyeqok/how_are_you_using_kiro_ide_lately_ide_kiro_crew/pee89ts/"}, {"date": "2026-09-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i'm given kiro subscription from my company, but it's fuckin slow for sol or opus model, often fail at tool calling. so i often comeback to antigravity or codex", "link": "https://www.reddit.com/r/google_antigravity/comments/1w786df/is_kiro_better_for_development/p8a2ash/"}]}}, "rel.update_breakage": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.55}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4978, "regardCi95": [0.494, 0.5], "salience": 0.5, "receipts": {"praise": [], "complaint": []}}, "account.support": {"praise": 3, "complaint": 42, "n": 45, "weighted": {"praise": 1.86, "complaint": 26.66}, "praiseShare": 6.7, "ci95": [2.3, 17.9], "regard": 0.4815, "regardCi95": [0.462, 0.504], "salience": 10.4, "receipts": {"praise": [{"date": "2026-09-13", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "that's not necessary. they told me that same thing initially and i pushed back and they said they'd forward to the kiro team. next day it was resolved.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wf62bw/i_recieved_aws_kiro_plus_credits_under_their/p9lrru4/"}], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "me too. i’m from [address]. i wrote to customer support but it didn’t help.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x74j33/stripe_declined_all_my_cards/ph1g2k8/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "the billing and support form? i'm unable to submit for some odd reason. the submit button clicks but my message doesn't submit. i raised a case on aws and still nothing after almost 3 weeks.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x43q66/account_suspension_after_fable_release/pfgkxbf/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "same issue. i created case it's still waiting a assignment. i sent dm u/awssupport. they basically said \"cases are assigned in the order they're received, but our support team has been made aware. continue to keep an eye on your case for updates.\"", "link": "https://www.reddit.com/r/kiroIDE/comments/1wssg6w/please_how_can_i_fix_this/pcspp9z/"}]}}, "account.billing_errors": {"praise": 1, "complaint": 45, "n": 46, "weighted": {"praise": 0.59, "complaint": 27.72}, "praiseShare": 2.2, "ci95": [0.4, 11.3], "regard": 0.5096, "regardCi95": [0.46, 0.605], "salience": 10.6, "receipts": {"praise": [{"date": "2026-09-25", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "problem is resolved for me! i reloaded my kiro account usage page, hit the \"purchase add-on credits\" link fresh to open a new stripe page.. filled in my info, and successfully bought my credits. they are appearing in kiro too.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wp1sbg/kiro_subscription_payment/pbzwp9m/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "problem is resolved for me! i reloaded my kiro account usage page, hit the \"purchase add-on credits\" link fresh to open a new stripe page.. filled in my info, and successfully bought my credits. they are appearing in kiro too.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wp1sbg/kiro_subscription_payment/pbzwpxj/"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "problem is resolved for me! i reloaded my kiro account usage page, hit the \"purchase add-on credits\" link fresh to open a new stripe page.. filled in my info, and successfully bought my credits. they are appearing in kiro too.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wp1sbg/kiro_subscription_payment/pbzwrvs/"}], "complaint": [{"date": "2026-10-08", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "🤡kiro ai is a joke.\nevery card gets declined.\nfresh card? declined.\nnew account + new ip? declined.\ncan’t even take money properly but wants to sell “pro”. absolute clown product.\nwho face this problem?\n#kiro #kiroaifail @kirodotdev [link]", "link": "https://twitter.com/1408064623144669195/status/2108241703392223734"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "same issue just now. i used my international card. this seems stripe problem. otp is verified but kiro nor cursor honor that verification and declines transaction.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wq22ib/kiro_payment_declined_anyone_else/pdvsfc3/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i've had the exact same issue, on kiro power plan but being billed individual credits", "link": "https://www.reddit.com/r/kiroIDE/comments/1wskbwz/need_help_why_i_am_getting_overages_billed_while/pcn46kt/"}]}}, "account.bans_restrictions": {"praise": 0, "complaint": 15, "n": 15, "weighted": {"praise": 0.0, "complaint": 8.79}, "praiseShare": 0.0, "ci95": [-0.0, 20.4], "regard": 0.4883, "regardCi95": [0.482, 0.494], "salience": 3.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "hey all,\ni noticed kiro recently added fable and ever since then, my account's been temporarily suspended (also all my colleagues' accounts). it's so weird. i was really looking forward to using kiro. is anyone else experiencing this or just me and my colleagues?", "link": "https://www.reddit.com/r/kiroIDE/comments/1x43q66/account_suspension_after_fable_release/"}, {"date": "2026-09-23", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "@kirodotdev, removing nigeria from your stripe list of countries is racist btw. \npure racism, because what do you mean nigerians cant payy to use your tool.? \ni checked your github and someonne complained about this in february, your team promised to fix it \nit's not.", "link": "https://twitter.com/2032166700544823296/status/2102745597161705867"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/kiroIDE", "polarity": "complaint", "text": "i contacted aws as well and they said kiro team disallowed my account to create users. has anyones also faced this?\n[link]\n", "link": "https://www.reddit.com/r/kiroIDE/comments/1w7yyxs/aws_not_letting_me_create_user_for_kiro/"}]}}, "account.data_privacy": {"praise": 3, "complaint": 3, "n": 6, "weighted": {"praise": 2.52, "complaint": 1.61}, "praiseShare": 50.0, "ci95": [18.8, 81.2], "regard": 0.5147, "regardCi95": [0.497, 0.534], "salience": 1.4, "receipts": {"praise": [{"date": "2026-10-08", "source": "Reddit", "community": "r/kiroIDE", "polarity": "praise", "text": "agreed.\nand i had to do an extensive write-up on it's data privacy ... and they had our bases covered. ", "link": "https://www.reddit.com/r/kiroIDE/comments/1x0lq4k/do_you_use_kiro_in_your_companys_project/pemwtw6/"}], "complaint": [{"date": "2026-09-26", "source": "X", "community": "@kirodotdev", "polarity": "complaint", "text": "nobody told me amazon made kiro crew, an openclaw agent clone. when i installed it, it copied all of my hermes openclaw and other agent skills and settings! wtf? @kirodotdev [link]", "link": "https://twitter.com/7215722/status/2103726832617222463"}]}}}, "requests": {"authorWeeks": 239, "themes": [{"theme": "Opus 5.5 model support", "criterion": "models.catalog_access", "authorWeeks": 29, "posts": 37, "examples": [{"agent": "kiro", "date": "2026-09-25", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev opus 5.5 &amp; gpt-6. it appears you are closing kiro", "link": "https://twitter.com/1406221145498587139/status/2103356477729845498"}, {"agent": "kiro", "date": "2026-09-24", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev add opus 5.5 it's is already too late how long are we supposed to wait another decade? we are paying for your service not begging for anything.", "link": "https://twitter.com/2075998391793037312/status/2103155400422142249"}, {"agent": "kiro", "date": "2026-09-24", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev opus 5.5 plz. model update should follow amazon bedrock😒", "link": "https://twitter.com/2091705594772348928/status/2102940881267638711"}]}, {"theme": "Expand student program to more universities and countries", "criterion": "billing.free_tier", "authorWeeks": 21, "posts": 21, "examples": [{"agent": "kiro", "date": "2026-09-18", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev kiro will never have a universal student verification system like google's. never forget this and this is one of the worst things for kiro.", "link": "https://twitter.com/1896160400716267520/status/2101007441785663795"}, {"agent": "kiro", "date": "2026-09-10", "source": "X", "community": "@kirodotdev", "text": "@ajassy kiro is great but davidson college is sadly not one of the 132 colleges listed. @kirodotdev i'm researching coding agents and would love to access kiro pro for the next year. can we chat?", "link": "https://twitter.com/1256997596473720834/status/2097903998695035225"}, {"agent": "kiro", "date": "2026-09-09", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev would you mind adding the university of electro-communications to your list?", "link": "https://twitter.com/1959058795138887680/status/2097790884863705229"}]}, {"theme": "Faster addition of newly released models", "criterion": "models.catalog_access", "authorWeeks": 13, "posts": 14, "examples": [{"agent": "kiro", "date": "2026-10-08", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev kiro has one of the best environments for development, especially because of its specification-driven development that allows general ideas to become professional and complete projects. i just wish they would add models like astra or sol 6.1 more quickly.", "link": "https://twitter.com/1822735296628137984/status/2108083165000585221"}, {"agent": "kiro", "date": "2026-09-29", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev it has been more than a week, there are at least 6 new models. are they going to add them someday? because their plans are very expensive and the limited list of models leaves much to be desired.", "link": "https://twitter.com/1141708029991313408/status/2105038962968404400"}, {"agent": "kiro", "date": "2026-09-28", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev i used to be a big fan of kiro but unfortunately the delay between when a model comes out and when its available in the platform is too long. \nwith that said, happy to hear opus 5.5 made it today.", "link": "https://twitter.com/818672729528434689/status/2104650751368683887"}]}, {"theme": "Fix declined cards and failed payments", "criterion": "account.billing_errors", "authorWeeks": 11, "posts": 12, "examples": [{"agent": "kiro", "date": "2026-10-08", "source": "X", "community": "@kirodotdev", "text": "🤡kiro ai is a joke.\nevery card gets declined.\nfresh card? declined.\nnew account + new ip? declined.\ncan’t even take money properly but wants to sell “pro”. absolute clown product.\nwho face this problem?\n#kiro #kiroaifail @kirodotdev [link]", "link": "https://twitter.com/1408064623144669195/status/2108241703392223734"}, {"agent": "kiro", "date": "2026-10-01", "source": "Reddit", "community": "r/kiroIDE", "text": "so kiro is rejecting my payment method, and on top of that, i'm getting a rate limit reached issue despite having an add-on credit pack. can anyone tell me what's going on here? thanks.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wuzbld/problem_with_kiro_payment_and_reaching_rate_limit/"}, {"agent": "kiro", "date": "2026-09-25", "source": "Reddit", "community": "r/kiroIDE", "text": "i'm encountering this error, i've tried 4-5 other cards from different providers, but still declines the payments. \n \nanyone else encountering the same issue?", "link": "https://www.reddit.com/r/kiroIDE/comments/1wq22ib/kiro_payment_declined_anyone_else/"}]}, {"theme": "Astra model availability", "criterion": "models.catalog_access", "authorWeeks": 9, "posts": 9, "examples": [{"agent": "kiro", "date": "2026-09-23", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev please kiro, give us what we want: astra, fable, opus 5.5, sol 6, luna 6 !!! pleaseeee", "link": "https://twitter.com/1794045418445115392/status/2102796562518933904"}, {"agent": "kiro", "date": "2026-09-14", "source": "X", "community": "@kirodotdev", "text": "@awsdevelopers i will choose python.\nbecause @kirodotdev is great with it too ;)\nwen astra?", "link": "https://twitter.com/2083879303113027585/status/2099596286605271182"}, {"agent": "kiro", "date": "2026-09-08", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev give us the latest models. we need astra and fable. how long do we need to wait? @kirodotdev", "link": "https://twitter.com/1328696201969946627/status/2097406788303823031"}]}, {"theme": "More open-weight models", "criterion": "models.catalog_access", "authorWeeks": 8, "posts": 8, "examples": [{"agent": "kiro", "date": "2026-10-15", "source": "Reddit", "community": "r/kiroIDE", "text": "so kimi k3 is up, any wording on updating the qwen and glm models? if we can add light weight models for faster token throughputs, that would be awesome.\n(also, is there a fast mode coming?)\nthanks!", "link": "https://www.reddit.com/r/kiroIDE/comments/1x6xa9p/q_more_open_source_models_coming/"}, {"agent": "kiro", "date": "2026-10-05", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev where are the gpt models? also, bring in more open-source models like kimi, glm, minimax, and deepseek.", "link": "https://twitter.com/2047382956277145601/status/2107129100846481754"}, {"agent": "kiro", "date": "2026-09-16", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev can you guys please add models like deepseek v4.1 flash and pro, glm 5.3 flash and other sota flash and pro oss models ? \nit’s terrible that a product from “amazon” is not serving the frontier stuff even with the enormous compute y’all have", "link": "https://twitter.com/1765671748282851328/status/2100101774887776291"}]}, {"theme": "DeepSeek V4.1 Flash model support", "criterion": "models.catalog_access", "authorWeeks": 6, "posts": 7, "examples": [{"agent": "kiro", "date": "2026-10-03", "source": "Reddit", "community": "r/kiroIDE", "text": "yep.  i ditched it for similar reasons.  if they brought in option of deepseek flash 4.1 and factored on off-peak pricing i'd use kiro again but otherwise it's a money-pit.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wwruh2/is_my_token_usage_normal_comparable/pdnrsx3/"}, {"agent": "kiro", "date": "2026-09-04", "source": "Reddit", "community": "r/kiroIDE", "text": "kiro has open models but very old ones. at least need to add deepseek v4 and mimo pro.", "link": "https://www.reddit.com/r/kiroIDE/comments/1w6xdti/bring_gemini_38_flash_and_grok_models_to_kiro_as/p7r4mt5/"}, {"agent": "kiro", "date": "2026-09-27", "source": "Reddit", "community": "r/kiroIDE", "text": "only usable \"model\" in kiro right now is auto... all other decent ones burn credits like crazy. if aws prices luna/sol correctly and add back the new chinese models (deepseek v4.1 flash please!)... then it can return - otherwise... it will be used by the ones that are using it for free or when their employeer \"strongly recommend\" it to be used.\n ", "link": "https://www.reddit.com/r/kiroIDE/comments/1wqueq0/claude_pro_vs_kiro_pro_subscription_which_is/pcfhx04/"}]}, {"theme": "GPT-6 Sol and Luna model support", "criterion": "models.catalog_access", "authorWeeks": 6, "posts": 7, "examples": [{"agent": "kiro", "date": "2026-09-27", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev finally, we have opus 5.5 in kiro!!! 🎉\nthanks for finally adding it! \nhope to see the gpt-6 lineup in kiro soon too. [link]", "link": "https://twitter.com/1673330175939956739/status/2104121435983958182"}, {"agent": "kiro", "date": "2026-09-24", "source": "Reddit", "community": "r/kiroIDE", "text": "if we can use gpt-5.6, that's still better. we can only use sonnet4.6 here. it's a completely delayed service and is unusable.", "link": "https://www.reddit.com/r/kiroIDE/comments/1wp3xji/why_kiro_like_this/pbuv1e6/"}, {"agent": "kiro", "date": "2026-09-06", "source": "Reddit", "community": "r/kiroIDE", "text": "why would they not add a new openai model, especially their new flagship model? you're not explaining your reasoning of \"why would they?\" so your question makes no sense.", "link": "https://www.reddit.com/r/kiroIDE/comments/1w8nu4a/will_gpt_6astra_fable_51_come_to_kiro/p894p9c/"}]}, {"theme": "Fable model availability", "criterion": "models.catalog_access", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "kiro", "date": "2026-09-05", "source": "X", "community": "@kirodotdev", "text": "fable 5.1 or gpt6?!!!! maybe both..we deserve that on\n@kirodotdev", "link": "https://twitter.com/160687361/status/2096031541159657915"}, {"agent": "kiro", "date": "2026-09-04", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev add fable model and astra model in kiro pleaseeeee", "link": "https://twitter.com/1445119640145907719/status/2095809770410201225"}, {"agent": "kiro", "date": "2026-09-03", "source": "Reddit", "community": "r/kiroIDE", "text": "its been 2 months of this convo , fable 5.1 has came but never krio with fable 5", "link": "https://www.reddit.com/r/kiroIDE/comments/1uldaas/when_fable_5_kiro/p7kfqe0/"}]}, {"theme": "Transparent, consistent model cost multipliers", "criterion": "limits.allowance_change", "authorWeeks": 6, "posts": 6, "examples": [{"agent": "kiro", "date": "2026-10-02", "source": "Reddit", "community": "r/kiroIDE", "text": "and multiplier of 1.3 is also strange. should be 1x on scale of opus", "link": "https://www.reddit.com/r/kiroIDE/comments/1wvwvk7/we_have_claude_sonnet_55_guys_lesss_gooo/pdftkuu/"}, {"agent": "kiro", "date": "2026-09-21", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev bring back luna at 0.1x multiplier, i don't mind 256k context window", "link": "https://twitter.com/1543880323749990400/status/2102132367129514240"}]}, {"theme": "Refund for accidental or mistaken purchase", "criterion": "account.billing_errors", "authorWeeks": 5, "posts": 7, "examples": [{"agent": "kiro", "date": "2026-10-04", "source": "Reddit", "community": "r/kiroIDE", "text": "i was charged on my account that i have forgotten!! and i want a refund please cause i dont plan on using it anymore and the credits remained untouched!", "link": "https://www.reddit.com/r/kiroIDE/comments/1wxan9k/help/"}, {"agent": "kiro", "date": "2026-10-03", "source": "Reddit", "community": "r/kiroIDE", "text": "hi, i am facing the exact same issue. i was accidentally charged for auto-renewal and have 0 tokens/credits used. i haven't received a response to my ticket yet.\nmy case/ticket id is [phone]. could you please help me with the refund?\n", "link": "https://www.reddit.com/r/kiroIDE/comments/1wvw8k9/no_response_for_refund/pdn2qvx/"}, {"agent": "kiro", "date": "2026-09-18", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev hello kiro support team ,\ni buy a pro max plan by mistak so please give me refund in my original payment mathod", "link": "https://twitter.com/1005016167629516801/status/2101011665383010360"}]}, {"theme": "Sonnet 5.5 model support", "criterion": "models.catalog_access", "authorWeeks": 5, "posts": 5, "examples": [{"agent": "kiro", "date": "2026-09-29", "source": "Reddit", "community": "r/kiroIDE", "text": "love that kiro added opus 5.5. now we need sonnet 5.5\n[link]", "link": "https://www.reddit.com/r/kiroIDE/comments/1wsw2ed/waiting_for_sonnet_55/"}, {"agent": "kiro", "date": "2026-09-28", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev now it's time for sonnet 5.5, do your thing kiro!", "link": "https://twitter.com/2075312444113592320/status/2104648073435640193"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 14, "negative": 32, "positiveShare": 30.4, "ci95": [19.1, 44.8]}, {"week": "2026-09-07", "positive": 19, "negative": 38, "positiveShare": 33.3, "ci95": [22.5, 46.3]}, {"week": "2026-09-14", "positive": 8, "negative": 62, "positiveShare": 11.4, "ci95": [5.9, 21.0]}, {"week": "2026-09-21", "positive": 30, "negative": 61, "positiveShare": 33.0, "ci95": [24.2, 43.1]}, {"week": "2026-09-28", "positive": 14, "negative": 62, "positiveShare": 18.4, "ci95": [11.3, 28.6]}, {"week": "2026-10-05", "positive": 14, "negative": 45, "positiveShare": 23.7, "ci95": [14.7, 36.0]}, {"week": "2026-10-12", "positive": 13, "negative": 20, "positiveShare": 39.4, "ci95": [24.7, 56.3]}], "weeklyScore": [{"week": "2026-08-31", "authors": 119, "reach": {"shareOfVoice": 0.37, "value": 0.398}, "regard": {"value": 0.499, "ci95": [0.492, 0.507]}, "score": {"value": 43.2, "ci95": [41.4, 45.3]}, "ranking": {"rank": 14, "rankRange": [12, 15]}}, {"week": "2026-09-07", "authors": 171, "reach": {"shareOfVoice": 0.56, "value": 0.373}, "regard": {"value": 0.503, "ci95": [0.494, 0.514]}, "score": {"value": 44.2, "ci95": [42.5, 46.1]}, "ranking": {"rank": 14, "rankRange": [11, 15]}}, {"week": "2026-09-14", "authors": 158, "reach": {"shareOfVoice": 0.51, "value": 0.376}, "regard": {"value": 0.482, "ci95": [0.474, 0.49]}, "score": {"value": 39.9, "ci95": [38.3, 41.5]}, "ranking": {"rank": 14, "rankRange": [14, 15]}}, {"week": "2026-09-21", "authors": 244, "reach": {"shareOfVoice": 0.68, "value": 0.46}, "regard": {"value": 0.497, "ci95": [0.488, 0.506]}, "score": {"value": 46.5, "ci95": [45.2, 48.0]}, "ranking": {"rank": 11, "rankRange": [10, 12]}}, {"week": "2026-09-28", "authors": 232, "reach": {"shareOfVoice": 0.64, "value": 0.451}, "regard": {"value": 0.484, "ci95": [0.476, 0.492]}, "score": {"value": 44.0, 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"account": {"score": 41.5, "gain": 0.21, "rank": 14}}, "criteria": {"paying": {"praise": 450, "complaint": 1674, "n": 2124, "weighted": {"praise": 297.27, "complaint": 1228.85}, "praiseShare": 21.2, "ci95": [19.5, 23.0], "regard": 0.4179, "regardCi95": [0.392, 0.44], "salience": 31.1, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i use 3 plan and i have 75% of my weakly quota. granted its a decent size repo ran it on medium.\ni used flash high to execute. so it doesnt break the quota. i also use boost and it consume about the same percentage. so i guess its decent.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8tyj9/how_much_usage_of_argon_is_expected_in_paid_pro/phfrq5q/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i got it on a 2usd (/month) payment haha (including opus/sonnet 5.5 as well)", "link": "https://www.reddit.com/r/google_antigravity/comments/1x93d48/is_gemini_4_argon_available_on_agy_with_the_74/phih6fm/"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "antigravity tokens reset!! lets go!! free tokens. thanks @antigravity", "link": "https://twitter.com/1569882137314136065/status/2111628818721157337"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity 's gemini 3.8 free tier is changing the trajectory of my life..thank you @google", "link": "https://twitter.com/2097586213435666432/status/2111725389877764489"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "something must've been adjusted i've just had 3 prompts and i'm showing 99% weekly limit left. it also reset overnight back to 100%. immediately after release each query instantly at at least 5%", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7xc0v/wow_argon_is_finally_a_bit_usable_in_pro_now/ph894ki/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "whenever i use team work my 5h limit just vanishes in an hour", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8c6ro/adding_these_three_at_the_end_of_any_prompt_my/phff3lc/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i had some dummy prs to test argon, one of them was to add a drop down menu to filter screen resolutions. it ate 45% of my weekly allocation of quota lmao. it actually stopped since i ran out, i'm assuming it would have taken even more if it ever got to the end.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgn112/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "tried $100 plan. it has worse usage limits than $20 plans offered by competitors", "link": "https://www.reddit.com/r/google_antigravity/comments/1x91yy3/is_argon_good/phhhfh9/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i used it for the first time yesterday. i got it to have a look at a zip and then a md file of a little floorplan tool i'm making and suggest some improvements. it was about 5 minutes worth of work honestly\n74% session used up lmao. so fuck all.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x93d48/is_gemini_4_argon_available_on_agy_with_the_74/phixbft/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "one simple prompt, for a very simple task, consumed 90% of the weekly tokens. and that was using low effort.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph7oc68/"}]}}, "setup": {"praise": 136, "complaint": 491, "n": 627, "weighted": {"praise": 79.91, "complaint": 297.81}, "praiseShare": 21.7, "ci95": [18.6, 25.1], "regard": 0.3561, "regardCi95": [0.33, 0.381], "salience": 9.2, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@ryanthawks @tejas3732 @antigravity @geminiapp fwiw i had zero issues installing agy (or anything else) via the shell script.", "link": "https://twitter.com/1855659190049796096/status/2111279389799231674"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i'm on linux mint and doesnt have problem to install or update it. idk what u mean.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0r63k/ide_or_cli/pgfr1xg/"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@googleai @googleaistudio @antigravity @firebase it is exciting to connect all the way from antigravity to firebase. i am truly grateful for the evolution that shortens the distance from idea to publication.", "link": "https://twitter.com/1992425345514135552/status/2107394346328961105"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i think for the management of the mcp is working better in the antigravity ide compared to the mcp in vscode", "link": "https://www.reddit.com/r/google_antigravity/comments/1wy3xmf/whats_the_point_of_antigravity_ide/pdzb67d/"}, {"date": "2026-10-04", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "building on @antigravity with all it's skills integrated &amp; properly connecting the @stitchbygoogle mcp &amp; skills, gives pretty cool results !\nwhat's your take on this?", "link": "https://twitter.com/1764894219150241792/status/2106734690245980406"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@joesparks @antigravity thanks! yes. the \"out of box experience\" needs some love", "link": "https://twitter.com/190654997/status/2111666299025990095"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity \nwhy i don't know but antigravity these days is always giving me this error while i open it, everytime it asks for sign in ... [link]", "link": "https://twitter.com/2066942435721379840/status/2111750202017398997"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "i use the ide with ssh to work on remote folders.. agy can't do that yet...", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/phcm4la/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "that’s not the message i got when they rolled out the agent only ide-less version of “antigravity” and made us jump through hoops to get back to being able to use ide version", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph12adk/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "the antigravity extension is currently incompatible with the vs code remote tunnel feature required for my remote workflow, which necessitates utilizing the agy cli as an alternative.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph5i9sp/"}]}}, "models": {"praise": 245, "complaint": 1100, "n": 1345, "weighted": {"praise": 148.04, "complaint": 869.33}, "praiseShare": 18.2, "ci95": [16.2, 20.4], "regard": 0.3379, "regardCi95": [0.313, 0.365], "salience": 19.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "sounds more like your repo is poor and has a bunch of old information, causing the model to perform poorly, like the made up index column.\nfor me at least argon is a big improvement.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phhv04u/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "even in chat argon is good tho tbh i will use it as a research and flash models will be my go to", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph8dpq4/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "same here. but to be fair, i still find flash good enough for my task. now with less flash users, it might get much faster.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph9hgk7/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "gemini 4 argon just released to pro in agv, but thanks for your opinion.\nfinally more people can enjoy argon including me!", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5n5e3/dont_worry_gemini_4_argon_will_roll_out_to_agy/ph2qubi/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "why do we need more is probably a better question honestly, 3 levels are straightforward already.\nhigh is also adaptive, matches xhigh-max from other models depending on the task you give it which is great.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qrg8/why_only_3_effort_levels_in_gemini_models/ph79wb5/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "for me, my personal experience with antigravity is an an ultimate low. i am still locked out of argon everywhere (antigravity desktop and cli) except for gemini with my paid pro account.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8unih/watching_google_ais_reputation_bounce_back_and/phgfjtr/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i think google label is \"high\" or \"3.8\" to make user think it is an upgrade.\nactually they reduce the context count or horsepower in the back and make everything so bad now", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/phi675m/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "3.1 pro might have been awesome, in february. it sure as hell was not when it got discontinued.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8unih/watching_google_ais_reputation_bounce_back_and/phi90jm/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "when you have literally every model available to you - of course argon would not be so impressive. meanwhile, people were stuck with half baked 3.1 pro preview and flash models. some, including me, still sadly do.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phiufdb/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "ever since gemini 4 argon came out, my 3.8 flash has been acting like a newborn baby locked in a cage with zero socialization...\nit is hallucinating so much.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/"}]}}, "context": {"praise": 119, "complaint": 407, "n": 526, "weighted": {"praise": 67.69, "complaint": 248.44}, "praiseShare": 22.6, "ci95": [19.3, 26.4], "regard": 0.3877, "regardCi95": [0.361, 0.418], "salience": 7.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "/grill-me is also amazing if youre prompt is weak or you don't know the exact word to express the feature you want", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8c6ro/adding_these_three_at_the_end_of_any_prompt_my/phbfrn5/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i've noticed that it follows the assigned prompt quite faithfully, more so than flash, even at a low reasoning level.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7os0j/gemini_38_flash_with_images/ph5zrbo/"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity @claudeai of course, @claudeai and @chatgpt are also the best. but, according to me, i don't have to describe in detail to gemini to start off. it can able to understand where the conversation is going towards.", "link": "https://twitter.com/2108765350275985408/status/2110950863934283911"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@geminiapp @antigravity @googleaistudio a win for any model is how well it processes the most basic, conversational prompts and transforms it into exactly what the user wants in as few iterations as possible. i strongly believe this was one of those explorations for me.", "link": "https://twitter.com/1159521588/status/2110422739710554572"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "would love to see some of the prompts you people are feeding this thing.  i give it full detail prompts to code services and automations all the time, and i never have a problem with it ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x27alo/do_anyone_feel_that_gemini_38_flash_has_become/pfafpn8/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it contradicts itself and loses the plot on long context tasks. i really do not see any reason to use this model, specially now that deepseek v4.1 flash 1017 is available.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgirsx/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "this is definitely a major issue. like even 6 month old models will look in a certain place if you tell them.\nbut not gemini, it'll scan your whole api code when you just needed a simple ui fix.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgsipn/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it does this audits in my case as well. despite instructed not to do it. but it's the first time i use it", "link": "https://www.reddit.com/r/google_antigravity/comments/1x9d6bg/problems_with_flash_38_after_argon_4_release/phkfhzu/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "giving gemini instructions never prevented it from ignoring them (at least for me). not that it never follows them, but for to me to be saying this, you may deduce that it happens enough for me to be annoyed by it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x41xgm/holy_cow_wow_i_never_expected_to_hear_the_term/pgdzsjg/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "pro models follow the rules. flash models seem to skip em in the interest of speed. all that's left is flash models now. so here we are..gemini sees all rules right now as meant to be broken lol", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4t0av/antigravity_agentemd_geminimd/pghl7zf/"}]}}, "work": {"praise": 858, "complaint": 1522, "n": 2380, "weighted": {"praise": 532.31, "complaint": 949.85}, "praiseShare": 36.1, "ci95": [34.1, 38.0], "regard": 0.3522, "regardCi95": [0.333, 0.372], "salience": 34.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i use the opposite approach, get flash to do the leg work and argon to go over looking for blind spots and make refinenments. so far so good.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x91yy3/is_argon_good/phhi99y/"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i just built airdrop from my iphone to my linux desktop with gemini on @antigravity. same one click and instantly opens files and websites\ni didn’t expect it to actually work, just sent one prompt, went to dinner, and it was up and running when i came back. like magic 🥹", "link": "https://twitter.com/1699527254265794560/status/2111646872838582354"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i recommend the following for best usage:\nargon 4 low/medium does the planning, it makes a plan, (use /plan), and then 3.8 flash does the implementation.\nworks really well, and argon is very specific, even on low, with things to do.\nincredible combo and very cost effective", "link": "https://www.reddit.com/r/google_antigravity/comments/1x85wr2/has_anyone_else_noticed_an_improvement_in/phc7wda/"}, {"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i spent too much time tried to debloat my tv yesterday.\ntoday i noticed the post below.\ni've run out of @claudeai tokens so used @antigravity to do the work. all i can say is great success! [link] [link]", "link": "https://twitter.com/1501195390267400195/status/2111453641785630818"}, {"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i gave a free 3d car file to google’s new argon model and it turned it into a full supercar commercial like it was nothing.\n45 minutes to build the ferrari from scratch. 14 minutes to convert it to the lamborghini aventador. built in @antigravity. [link]", "link": "https://twitter.com/1630247502908735489/status/2111465133977329881"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "what \"frontier\" work are you actually doing with it? for context i'm working with a large monorepo with multiple micro services and argon is outright unusable.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgs710/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i tried a task i've done dozens of times today and it had no clue what to do... odd", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/phgs7m9/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "you are crazy! 3.8 messing up a lot here. i have him implement and gpt to correct. there hasn't been a single time when he managed to implement anything without coming back with an error.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x97wfi/argon_best_model_ive_used_but_not_useful_for_pro/phjcc8u/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "sometimes i have to wait a min or two after switching to turbo before it stops asking for permission.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x9asl0/antigravity_turbo_mode_asking_for_permission/phjy79h/"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity , i use antigravity cli sometimes. i wont say i am a power user of agy. but i am really frustrated by the approval system. literally i had to babysit for tow hours and accepts nearly hundred commands. most of them are basic git and playwrite commands. [link]", "link": "https://twitter.com/2039376148438622208/status/2111827089389396199"}]}}, "checking": {"praise": 33, "complaint": 143, "n": 176, "weighted": {"praise": 22.1, "complaint": 87.93}, "praiseShare": 18.8, "ci95": [13.7, 25.2], "regard": 0.3868, "regardCi95": [0.361, 0.413], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity @google @sundarpichai \nno fu**ing way... fable 5.1 on high has admitted that “argon's review is largely valid. i've reviewed the points raised against the code and updated the document.” argon had to improve on fable's plan.", "link": "https://twitter.com/1721590682953859072/status/2111060435613225076"}, {"date": "2026-10-10", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity pulling designs, building native components, verifying in an emulator and running tests is the full loop rather than a code snippet. closing verification inside the agent flow is what separates a coding demo from something you can merge.", "link": "https://twitter.com/1985864228339924995/status/2108932911617769799"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "yeah, i've used it to very good effect to audit code made by gemini 3.8. \ni'm going to use the new models for the initial planning and layout side of things, then use gemini for execution.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwol9k/seriously_whats_the_point_of_having_claude_models/pdnx7ko/"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i did a code review, gemini 3.8 flash found 10-12 issues and also highlighted syntax error in one python file. \nwhile gpt 5.6 sol, cried with 2-3 random suggestions ", "link": "https://www.reddit.com/r/google_antigravity/comments/1ws8p4o/can_someone_explain_this_to_me_please/pcub3no/"}, {"date": "2026-09-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "also i have found like it automatically hunt thosse problems which i have not mentioned sometimes. thats really cool tbh", "link": "https://www.reddit.com/r/google_antigravity/comments/1w9vwgv/tbh_flash_38_is_really_good_when_it_comes_in/p8djqld/"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity but why gemini do i give task edit it's done as compare to other first think where and which then edit and test then gives , so fix your system prompts related that.", "link": "https://twitter.com/2077305807457411073/status/2110890762770829379"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "of all the sessions i've had with claude this amount of hallucinated confidence never happened at the level that keeps happening with gemini but eh, who cares", "link": "https://www.reddit.com/r/google_antigravity/comments/1x33an3/unpopular_opinion_90_of_the_hate_toward_google/pghufww/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i can tell on low level things it's not good \nhe will tell you he did everything but when you start testing you will see there is soo much stuff he will fix it again! \nso i think we will wait for agron! aka pro 4", "link": "https://www.reddit.com/r/google_antigravity/comments/1x2984s/how_complex_is_too_complex_for_flash_38/pfepzyy/"}, {"date": "2026-10-07", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@bylupu @antigravity i feel like a model used to buy time by telling lies.", "link": "https://twitter.com/1819712625158000640/status/2107759271001620941"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "today gemini 3.6 lied to me. i asked if it was using the same things as a production comparable app and it then deleted the names and showed it renaming them. it then told me we weren’t using the same names", "link": "https://www.reddit.com/r/google_antigravity/comments/1whvudv/people_who_are_complaining_about_gemini/pd4ugvk/"}]}}, "interface": {"praise": 127, "complaint": 345, "n": 472, "weighted": {"praise": 74.08, "complaint": 217.01}, "praiseShare": 26.9, "ci95": [23.1, 31.1], "regard": 0.3991, "regardCi95": [0.371, 0.43], "salience": 6.9, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "got a chromebook hanging around sleeping? keep it open, install linux, install @antigravity, then setup remote control and have it build things for you with gemini 4 argon, all from your phone. \ni've been having it make and install custom watch faces for my @google pixel watch.", "link": "https://twitter.com/2070686785227612162/status/2111491729207537944"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@seraandroid @rseroter @antigravity remote control is my favourite feature launch of 2026. having access to my coding agent from my phone has been so cool. there have been plenty of times where i'm out and have a cool idea to build out. remote control makes that easy!", "link": "https://twitter.com/68870728/status/2110245573408477326"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "this is rad! 🤯 \ni now have my own, private @antigravity remote control. using the watcher script and a bit of scripting i can now talk on one machine using speech-to-text, and get the content automatically submitted in an instance of 2.0.\n#buildinpublic [link]", "link": "https://twitter.com/112247147/status/2110404817348603906"}, {"date": "2026-10-13", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "a feature i really love in @antigravity is the /𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲_𝘂𝗶 slash command which allows me to have some interactive &amp; live widgets in the chat.\nlike in this example where i display the progress of my running @langchain4j integration tests: [link]", "link": "https://twitter.com/14441858/status/2109936820318277647"}, {"date": "2026-10-13", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "huge shoutout to @antigravity for finally fixing the inconsistent scrollbars—my biggest ui pet peeve. having them only appear when needed makes the interface look so much cleaner. bravo! 👏", "link": "https://twitter.com/2056251/status/2110023889858277456"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@_mohansolo @antigravity agy doesn't seem to have ctrl+r history search? and i can't send a pr because it's not open source? wtf folks 😭", "link": "https://twitter.com/1853296525373546496/status/2111635455406198848"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "tried agy on cli for gemini 4 and it cuts off some long lines in answers with ellipses. wut\n@_mohansolo @antigravity", "link": "https://twitter.com/972383157214474241/status/2111688430589751477"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "same here, even for newly created chats after a couple of hours they dissapear", "link": "https://www.reddit.com/r/google_antigravity/comments/1x84imq/after_antigravity_140_update/phb87fd/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "same. i have even done fresh install on latest version and chats still keep disappearing", "link": "https://www.reddit.com/r/google_antigravity/comments/1x84imq/after_antigravity_140_update/phbhduv/"}, {"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "yo @google @antigravity please add the option to select a folder with the file explorer, after the project has been created, back. i am not copying and pasting file path. why remove it in the first place?? [link]", "link": "https://twitter.com/1308138857964212230/status/2111433741050474680"}]}}, "reliability": {"praise": 231, "complaint": 1043, "n": 1274, "weighted": {"praise": 123.64, "complaint": 653.08}, "praiseShare": 18.1, "ci95": [16.1, 20.3], "regard": 0.4931, "regardCi95": [0.458, 0.527], "salience": 18.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@mcnabbd @antigravity yeah, that was it. now it's flying. it's going really fast over here in chrome. i was just seeing it without the gpu. sorry about that 😅", "link": "https://twitter.com/14917788/status/2111685879920214255"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "for me it is fast, on ultra 20 for context, i mean compared to opus 5.5 or gpt", "link": "https://www.reddit.com/r/google_antigravity/comments/1x53uib/gemini_4_argon/pgj53el/"}, {"date": "2026-10-13", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@rseroter @antigravity i have been a regular user since may 2026. the improvements recently have made agy a much better experience. and, in my experience, it is does not lag at all (compared to codex at least).", "link": "https://twitter.com/1831050659967250432/status/2110033284960800768"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "praise", "text": "the antigravity cli is blazing fast and doesn't use electron.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x1pb76/antigravity_20_is_way_too_slow_after_longer/pf8w1un/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@jhny__5 @antigravity @googleai @googledevs antigravity ide is not working use there harness", "link": "https://twitter.com/1723343059008770048/status/2111874041791631855"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity just a heads up: the multi-agent validation run generated over 405 execution steps, 400kb of raw jsonl logs, and rendered multiple image outputs. the electron/chromium ui renderer encountered a gpu/memory freeze while rendering the high-density streaming logs.", "link": "https://twitter.com/3468547097/status/2111927471558045842"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i had a long session that didn't overuse anything, and when i came back my agy was a blank screen.", "link": "https://twitter.com/3468547097/status/2111927593918468209"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "bro it took 45 second for gemini 3.8 flash to change git branch to another", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8apd0/is_it_just_me_or_gemini_38_flash_is_damn_slow/phbjn89/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "what’s appalling is being an ultra user i tend to live with this slowness", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8apd0/is_it_just_me_or_gemini_38_flash_is_damn_slow/phbtpg5/"}]}}, "account": {"praise": 16, "complaint": 242, "n": 258, "weighted": {"praise": 8.2, "complaint": 143.76}, "praiseShare": 6.2, "ci95": [3.9, 9.8], "regard": 0.4304, "regardCi95": [0.395, 0.467], "salience": 3.8, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@vznrw @vzniedersachsen @google @antigravity has given the chillguy account the €5.59 back - i can't find the post anymore, i just had a limit, i'm still shocked 🤯 but it's very good 🥹😊 [link]", "link": "https://twitter.com/1897779361178148864/status/2108005654111650089"}, {"date": "2026-10-03", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity @_mohansolo i'm gonna assume my rant made them correct it. thanks @antigravity ily [link]", "link": "https://twitter.com/1751885469233942528/status/2106323910182731923"}, {"date": "2026-09-30", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i appreciate you @google for unticking the data use box by default in @antigravity [link]", "link": "https://twitter.com/2079329580654153728/status/2105411061511852428"}, {"date": "2026-09-27", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@1994aab @petergyang @antigravity you can always use /feedback in the agy client :)\ni also have an enterprise account, the support there is awesome, you can open support tickets via gcp, that channel works well.", "link": "https://twitter.com/145722617/status/2104164761198059814"}, {"date": "2026-09-25", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@ckbrox13 @jkirstaetter @lxztlr @antigravity @gmail [link]\ni got it fixed through the forum thanks alot", "link": "https://twitter.com/1594483888927154179/status/2103557589556470185"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i paid for the 100 plan and an hour later upgraded to the 200 plan. did i not get credit for the 100? just got charged 300", "link": "https://twitter.com/2033811870260596737/status/2111868942151254181"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i subscribed as a student and there's no way to cancel or opt-out , i can't get argon or do my researches.\ni can't even pay extra to get the paid pro plan i'm just stuck with it now.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7o84m/sorry_google_i_will_be_careful_now_and_not_take/phaa0gf/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "[link]\ni’ve had the 18-month pro plan for a year now, but it’s still not active for me.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8aaby/is_gemini_4_argon_available_on_google_antigravity/phc3s25/"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@clmt @antigravity so i got off on pro plan but it isn’t considered paid despite paying? that’s weird. will cancel", "link": "https://twitter.com/108647274/status/2111043946923032822"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity although the cloud console shows we have \"gemini enterprise plus\" with antigravity access (and no usage yet). `agy` just says we have antigravity starter quota [link]", "link": "https://twitter.com/17686110/status/2111124874857160935"}]}}, "limits.plan_value": {"praise": 328, "complaint": 580, "n": 908, "weighted": {"praise": 213.45, "complaint": 457.18}, "praiseShare": 36.1, "ci95": [33.1, 39.3], "regard": 0.4256, "regardCi95": [0.398, 0.455], "salience": 13.3, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i am getting upwards of $300 of api eqv. per week with argon in agy per week right now.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7h6gi/what_is_the_point_of_ultra_in_argon/ph8j97i/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "what are you doing? it literally is almost infinite to me on the 20$ plan with extra high.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph1z57x/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i'm only use pro plan because i'm a collegue student and it's cheaper pay for it than a base-price of claude or chatgpt", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5lk6u/are_you_serious_google_pro_plan_user/pgsv902/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "tried $100 plan. it has worse usage limits than $20 plans offered by competitors", "link": "https://www.reddit.com/r/google_antigravity/comments/1x91yy3/is_argon_good/phhhfh9/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "thank you! just hope limits last longer. on ultra took 5, 5 hour limits to finish the whole weekly limit", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7tx3o/psa_argon_and_gemini_reset/ph7w3wm/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "based on 3.8 flash performance, i believe upcoming flash will be a better thing than argon. argon is completely useless for pro tier. not even 30 minutes work in a weekly quota.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph7wizu/"}]}}, "limits.window_interrupts_work": {"praise": 10, "complaint": 164, "n": 174, "weighted": {"praise": 6.02, "complaint": 112.43}, "praiseShare": 5.7, "ci95": [3.2, 10.3], "regard": 0.4203, "regardCi95": [0.392, 0.451], "salience": 2.6, "receipts": {"praise": [{"date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "&gt; ultra 100 users report usage on argon only last about 30 minutes before the 5 hour window is gone.\ni'm on the ultra 100 plan, and that is not the experience for somebody that is reasonably competent.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5czju/its_us_pro_users_who_would_raise_a_hype_for_new/pgrr6n3/"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "this actually hasn't been my experience at all. with ai pro i struggled to even hit the 5hr limit most of the time in antigravity. this was with 3.7/3.8 flash on high too.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wv2vk2/argon/pdem1fb/"}, {"date": "2026-09-05", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@nlycskn @antigravity @thtbee_ i am using the 3.8 flash on antigravity-ide, so far it is surprising me, great results and a good use of the 5h window, i haven't hit the limits even once so far.\nworking with flutter and go.\nthe ide itself deserves more attention from @antigravity.", "link": "https://twitter.com/68138329/status/2096043498269012351"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity minute usage limits in pro. i will drop gemini.", "link": "https://twitter.com/2037218510179364864/status/2111056953728532629"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it is worse, ultra 100 subscribers get about 30 minutes usage before their 5 hour quota is gone.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5n5e3/dont_worry_gemini_4_argon_will_roll_out_to_agy/pgppls3/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "why does it matter ?\nultra 100 subs get about 30 minutes usage before the 5 hour limit is gone.\npro would get about 5 or maybe 10 on mid.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5n5e3/dont_worry_gemini_4_argon_will_roll_out_to_agy/pgpps0w/"}]}}, "limits.burn_rate": {"praise": 91, "complaint": 770, "n": 861, "weighted": {"praise": 61.49, "complaint": 562.65}, "praiseShare": 10.6, "ci95": [8.7, 12.8], "regard": 0.3678, "regardCi95": [0.329, 0.402], "salience": 12.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i use 3 plan and i have 75% of my weakly quota. granted its a decent size repo ran it on medium.\ni used flash high to execute. so it doesnt break the quota. i also use boost and it consume about the same percentage. so i guess its decent.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8tyj9/how_much_usage_of_argon_is_expected_in_paid_pro/phfrq5q/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "something must've been adjusted i've just had 3 prompts and i'm showing 99% weekly limit left. it also reset overnight back to 100%. immediately after release each query instantly at at least 5%", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7xc0v/wow_argon_is_finally_a_bit_usable_in_pro_now/ph894ki/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "yes i noticed my simple prompts only take 0,5-1% but heavier like in trying to fix som textures for 3d models eats more but way less than before the reser. i can actually use it now fore more things.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7xc0v/wow_argon_is_finally_a_bit_usable_in_pro_now/ph8eyzs/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "whenever i use team work my 5h limit just vanishes in an hour", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8c6ro/adding_these_three_at_the_end_of_any_prompt_my/phff3lc/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i had some dummy prs to test argon, one of them was to add a drop down menu to filter screen resolutions. it ate 45% of my weekly allocation of quota lmao. it actually stopped since i ran out, i'm assuming it would have taken even more if it ever got to the end.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgn112/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i used it for the first time yesterday. i got it to have a look at a zip and then a md file of a little floorplan tool i'm making and suggest some improvements. it was about 5 minutes worth of work honestly\n74% session used up lmao. so fuck all.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x93d48/is_gemini_4_argon_available_on_agy_with_the_74/phixbft/"}]}}, "limits.allowance_change": {"praise": 7, "complaint": 176, "n": 183, "weighted": {"praise": 5.83, "complaint": 136.19}, "praiseShare": 3.8, "ci95": [1.9, 7.7], "regard": 0.4828, "regardCi95": [0.411, 0.554], "salience": 2.7, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity weekly dedicated quotas for pro users is the right call — flat monthly caps turn into two-day dead zones after launch week. interested how argon's long-context pricing behaves inside the agent loops people actually run.", "link": "https://twitter.com/1339069925860597760/status/2110951556254425362"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity great update! separating the argon quota from the 3.8 flash bucket gives us much more flexibility for daily workflows.", "link": "https://twitter.com/2034482876155371520/status/2111039976892957015"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "just noticed the same and my claude model weekly usage got a bump in available quota.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwfcav/google_finally_added_opus_55_and_sonnet_55_on/pdk4oj5/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "[link]\nreduction on gemini flash quota on pro ?\nused to be 5x 5 hour session per week now around 3-4", "link": "https://www.reddit.com/r/google_antigravity/comments/1x3wwu8/weekly_quotas_known_issues_support_october_12/phamwun/"}, {"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i would use it, but you took my credits away at the beginning of the month and then cheekily displayed a popup saying i can buy new credits.", "link": "https://twitter.com/486435378/status/2111521782100345315"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity @geminiapp it feels like our google ai pro compute budget was quietly split between @geminiapp and @antigravity—while also removing the 1,000 monthly base ai credits. half our paid quota ends up stranded in a tool we aren't actively using! (2/3)", "link": "https://twitter.com/1960520221300527104/status/2111149299086372884"}]}}, "limits.reset_schedule": {"praise": 25, "complaint": 92, "n": 117, "weighted": {"praise": 22.41, "complaint": 55.02}, "praiseShare": 21.4, "ci95": [14.9, 29.6], "regard": 0.551, "regardCi95": [0.508, 0.59], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "antigravity tokens reset!! lets go!! free tokens. thanks @antigravity", "link": "https://twitter.com/1569882137314136065/status/2111628818721157337"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "yes, it is, after the reset, now my ultra account return unlimited again, very nice teamwork , or boost.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x85wr2/has_anyone_else_noticed_an_improvement_in/phc2wxp/"}, {"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity @geminiapp google randomly reset my antigravity quotas today. on ultra and basically out now back at full. didn’t expect that. pretty cool.", "link": "https://twitter.com/1728999478361726976/status/2111247823312142645"}], "complaint": [{"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "didnt hear about any reset now that its' dropped to the ultra tier. plus my weekly resets in 30 mins. so nothing for me :/", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4udb9/time_to_consume_our_usage_before_the_reset/pgi9ni2/"}]}}, "limits.usage_meter": {"praise": 8, "complaint": 68, "n": 76, "weighted": {"praise": 4.61, "complaint": 45.78}, "praiseShare": 10.5, "ci95": [5.4, 19.4], "regard": 0.504, "regardCi95": [0.461, 0.551], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-04", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "they fixed the weird broken claude usage. thank you\n@antigravity\n@googledeepmind [link] [link]", "link": "https://twitter.com/2062949720608182272/status/2106806515063529858"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i was using 3.8 flash, but the usage got deducted directly from the gemini 4 argon weekly limit (already down to 91%), while the general gemini model quota remained completely at 100%. definitely not intended behavior—please look into this! [link]", "link": "https://twitter.com/1711315199788298240/status/2111158415255105694"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i want to see how much context agent left why it wont let me see it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgzd012/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "same here. just 3 simple chats to test it and the weekly limit was already gone, while the 5 hour limit remained untouched. might be a bug, i don't know.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6yj04/subscribed_to_ultra_and_antigravity_is_basically/pgzlx61/"}]}}, "limits.prompt_cache": {"praise": 1, "complaint": 7, "n": 8, "weighted": {"praise": 1.0, "complaint": 5.56}, "praiseShare": 12.5, "ci95": [2.2, 47.1], "regard": 0.4946, "regardCi95": [0.483, 0.506], "salience": 0.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "not to be a party pooper, but there was huge improvement in caching and line range edits in v2.22. i saw a huge improvement in usage. what you are describing is just good development management.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x82w8e/a_skill_that_cuts_token_cost_by_75_and/phed6oy/"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "i think this is very likely true! antigravity incorrectly handled the cache and api discounts. \n@officiallogank @antigravity [link]", "link": "https://twitter.com/1594959396764672000/status/2110639182523900023"}, {"date": "2026-10-03", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@maasonder the quota is unusable... after 5 minutes whole 5 hour limit is gone on the pro plan... they don't use the cache read or write pricing, everything is going through the full pricing.... fix your usage @antigravity", "link": "https://twitter.com/2077711754394472448/status/2106412929327464721"}]}}, "billing.overage_charges": {"praise": 0, "complaint": 8, "n": 8, "weighted": {"praise": 0.0, "complaint": 5.66}, "praiseShare": 0.0, "ci95": [0.0, 32.4], "regard": 0.4926, "regardCi95": [0.487, 0.498], "salience": 0.1, "receipts": {"praise": [], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "somehow i need $50 in prepayment to open my billing account, amazing google.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5lk5r/how_to_use_gemini_4_argon_inside_antigravity_on_a/pgvbfqu/"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "yup, same here. there's no way to enable overages either if you have credits to use.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wjiv3g/did_google_just_restrict_access_to_settings_in/pbj4ykw/"}, {"date": "2026-09-09", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity having to turn on enable overages every single time i restart antigravity is as annoying.", "link": "https://twitter.com/1981091420082442240/status/2097834921670648163"}]}}, "billing.pricing_clarity": {"praise": 2, "complaint": 59, "n": 61, "weighted": {"praise": 1.06, "complaint": 47.65}, "praiseShare": 3.3, "ci95": [0.9, 11.2], "regard": 0.4696, "regardCi95": [0.437, 0.513], "salience": 0.9, "receipts": {"praise": [], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "this is bullshit! i bought the $1200 pixel because it came with a pro plan. now you're telling me it's not really a pro plan? pro-light?\nyou lost a pixel customer, google! [u/sounddr]([link])", "link": "https://www.reddit.com/r/google_antigravity/comments/1x708ez/gemini_4_argon_now_available_on_paid_google_ai_pro/ph0lenz/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i used to pay the pro plan, when i bought a pixel phone they offered me the pro plan for free. if i knew it was different i would have chose the paid one. they are really making me so angry. what the fuck are they doing? how can you be so disrespectful??? fucking assholes", "link": "https://www.reddit.com/r/google_antigravity/comments/1x708ez/gemini_4_argon_now_available_on_paid_google_ai_pro/ph27tvs/"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity it doesn't work\nif the jio plan isn't the same ai pro as the ai pro you mean, then rename it to something else ffs [link]", "link": "https://twitter.com/285537380/status/2111067597982826626"}]}}, "billing.free_tier": {"praise": 58, "complaint": 44, "n": 102, "weighted": {"praise": 34.61, "complaint": 33.75}, "praiseShare": 56.9, "ci95": [47.2, 66.1], "regard": 0.4764, "regardCi95": [0.446, 0.504], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity 's gemini 3.8 free tier is changing the trajectory of my life..thank you @google", "link": "https://twitter.com/2097586213435666432/status/2111725389877764489"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@weisun[phone] @antigravity it's already good enough to use it for free. they are giving it to you, and you still want more.", "link": "https://twitter.com/4811131332/status/2110891513563759077"}, {"date": "2026-10-15", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@elijahdimeji549 @_techafresh you can start with @antigravity, you get a reasonable amount of tokens for free. you can just switch gmail accounts. i’ve never paid for a model ever too ( i use it to spin up reusable util functions , autocomplete and allat)", "link": "https://twitter.com/712373153/status/2110768311466066188"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i got it with jio recharge on my sim, jio paid billions to google for this. what google is doing is a pure scam", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8fee5/i_have_a_oneyear_google_ai_pro_account_why_isnt/phggddi/"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@josueerc @antigravity i don’t have the student free pro. i have the 18 month promotion from my mobile carrier.\nmaybe that’s why? it’s still ridiculous", "link": "https://twitter.com/1376749208615542785/status/2111695825533616508"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity so, my pixel, student, and other promotional offers are worthless when trying to upgrade to a newer model? then why even introduce them in the first place if you don't honor them?", "link": "https://twitter.com/1879556424751353856/status/2110975229208232431"}]}}, "billing.subscription_portability": {"praise": 13, "complaint": 51, "n": 64, "weighted": {"praise": 8.2, "complaint": 27.47}, "praiseShare": 20.3, "ci95": [12.3, 31.7], "regard": 0.4698, "regardCi95": [0.451, 0.489], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-01", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i use antifravity to call claude models through my subscription. might violate tos. but i use gemini to ingest all of the tokens and summarize the request and hand all of the implementation to claude. i have 2 claude accounts and it’s able to switch accounts when runs out without having to stop and switch accounts and re do the initial review", "link": "https://www.reddit.com/r/google_antigravity/comments/1wv01z2/setup_tips_for_using_google_pro_and_claude_pro/pd90gz5/"}, {"date": "2026-09-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "yes you run agy which is a cli interface. i use 3.8 on my gemini pro subscription without any issues. i think i may have had to initially set up api access but anyway it just runs and uses my pro quota without any problems. it may say \"ai: out of credits\" in the lower right but it'll continue to use your sub quota.\n[link]\n", "link": "https://www.reddit.com/r/google_antigravity/comments/1w9q3ch/i_never_thought_i_would_hit_the_5_hour_gemini/p8d04wj/"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "the models are fine, it's just antigravity that sucks. it's a shame google banned use of oauth outside their apps. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x33an3/unpopular_opinion_90_of_the_hate_toward_google/pfdn99n/"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@adhidesign @googledeepmind @antigravity let people use the subscription outside of the native harness as well. would instantly make me subscribe.", "link": "https://twitter.com/1053130099086618624/status/2107443046862278810"}, {"date": "2026-09-27", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "google needs to remove the restriction of using google ai subscription only inside agy otherwise you get banned. gemini 3.8 is good but agy is kinda shitty would be cool to use the model in something like opencode", "link": "https://www.reddit.com/r/google_antigravity/comments/1wrh0mx/gemini_38_in_alternative_harnesses/pcd2rek/"}]}}, "setup.install_signin": {"praise": 18, "complaint": 186, "n": 204, "weighted": {"praise": 9.62, "complaint": 111.8}, "praiseShare": 8.8, "ci95": [5.7, 13.5], "regard": 0.4217, "regardCi95": [0.394, 0.452], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@ryanthawks @tejas3732 @antigravity @geminiapp fwiw i had zero issues installing agy (or anything else) via the shell script.", "link": "https://twitter.com/1855659190049796096/status/2111279389799231674"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i'm on linux mint and doesnt have problem to install or update it. idk what u mean.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0r63k/ide_or_cli/pgfr1xg/"}, {"date": "2026-09-22", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "good start to the day, no more work arounds needed for using the app in wsl2.\n[[link]\nseems to be working fine so far.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wnpkqb/antigravity_app_with_wsl_in_2160/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity \nwhy i don't know but antigravity these days is always giving me this error while i open it, everytime it asks for sign in ... [link]", "link": "https://twitter.com/2066942435721379840/status/2111750202017398997"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity even logging in is a problem. the web verification has passed, but there is no response when returning to the desktop. how can i subscribe? i can't even log in...", "link": "https://twitter.com/2058870668737863680/status/2110993697949257829"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity don't bullshit us! you can't even make antigravity auto-update, yet you keep hyping up your argon model.", "link": "https://twitter.com/1142323132147150848/status/2110265864792707176"}]}}, "setup.provider_byok_local": {"praise": 13, "complaint": 37, "n": 50, "weighted": {"praise": 7.49, "complaint": 22.87}, "praiseShare": 26.0, "ci95": [15.9, 39.6], "regard": 0.4634, "regardCi95": [0.443, 0.483], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-25", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i just wired in gemma and holy cow, it can do things i could not do before with the cloud rules. cost, speed, quality are all going up and this is just the start. highly recommend looking into this.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wom9gb/local_model_support_now_available/pbz5wg2/"}, {"date": "2026-09-24", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity ran the antigravity sdk with gemma3 locally on an android phone. it understandably takes some time, but the fact that this is now possible is so cool!", "link": "https://twitter.com/2939777585/status/2103138457187139739"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "greetings! i'd like to ask to add functionality for agy to work with an api key. it is actually in there already, but for some reason it doesn't support argon natively as well as if you do enable it, it doesn't use implemented skills.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w3op/agy_api_key/"}, {"date": "2026-09-26", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity cool, but why sdk only? why not in the legacy ide or the agy app? because if i want to run local, i have to use another source just to complicate things more.", "link": "https://twitter.com/3468547097/status/2103652125939261730"}]}}, "setup.extensions_mcp": {"praise": 48, "complaint": 100, "n": 148, "weighted": {"praise": 28.86, "complaint": 58.66}, "praiseShare": 32.4, "ci95": [25.4, 40.3], "regard": 0.4448, "regardCi95": [0.419, 0.472], "salience": 2.2, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i've just played with @danicat83's @antigravity ui extension plugin for painting / drawing &amp; refining images with #nanobanana, and that's really funky and handy!\ngreat job!\nui plugins in #antigravity open up super interesting possibilities! [link] [link]", "link": "https://twitter.com/14441858/status/2108836289558831422"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@googleai @googleaistudio @antigravity @firebase it is exciting to connect all the way from antigravity to firebase. i am truly grateful for the evolution that shortens the distance from idea to publication.", "link": "https://twitter.com/1992425345514135552/status/2107394346328961105"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "yes yes, i recommend trying out the antigravity plugin agystack, it has unlocked so much more capability for me [[link]]([link])", "link": "https://www.reddit.com/r/google_antigravity/comments/1wxuym8/i_achieved_a_1_score_with_gemini_38_flash_imagine/pdxi7x8/"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@google @antigravity error en el sub-agente de google sheets\n tool \"sheets_agent:call\" failed: invoketool stream for \"sheets_agent:call\" failed: generi[IP address]orted: failed to verify file permissions: blocking policy check failed for event: [permission_denied]", "link": "https://twitter.com/537153277/status/2110754872983216206"}, {"date": "2026-10-13", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "its 2026 and google's @antigravity can't even use mcp properly, worst ide for a reason.", "link": "https://twitter.com/1855928588970975232/status/2109932953837158828"}, {"date": "2026-10-08", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@googledevs @antigravity @stitchbygoogle just add stich to antigravity inbuilt why we need mcp for google products make no sense sorry!", "link": "https://twitter.com/1991860005159817216/status/2108063612816556174"}]}}, "setup.onboarding_docs": {"praise": 4, "complaint": 38, "n": 42, "weighted": {"praise": 1.8, "complaint": 24.29}, "praiseShare": 9.5, "ci95": [3.8, 22.1], "regard": 0.4741, "regardCi95": [0.459, 0.49], "salience": 0.6, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@joesparks @antigravity thanks! yes. the \"out of box experience\" needs some love", "link": "https://twitter.com/190654997/status/2111666299025990095"}, {"date": "2026-10-09", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "gemini 3.8 flash is surprisingly good! unfortunately the cli does not advertise model params like context size, so we had to measure the limits and hardcode them, and we need to update when argon ships. @googledeepmind @antigravity please address this [link]", "link": "https://twitter.com/14542160/status/2108568695287001580"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@adhidesign @googledeepmind @antigravity didn't understand the workspace layouts at all. what's a thread? where's the project containing it? how to organize?", "link": "https://twitter.com/101165324/status/2107447834156908995"}]}}, "setup.ide_integration": {"praise": 59, "complaint": 149, "n": 208, "weighted": {"praise": 34.6, "complaint": 91.19}, "praiseShare": 28.4, "ci95": [22.7, 34.8], "regard": 0.3935, "regardCi95": [0.366, 0.42], "salience": 3.0, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i am glad that the sentence completion/suggestion feature that i have been using with pleasure in the @antigravity ide has also come to @chatgpt codex. 😊 [link]", "link": "https://twitter.com/235226199/status/2110423799216705901"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i also more like the ide rather than that antigravity 2.0 agent app.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4ypi8/did_google_forget_antigravity_ide/pghr181/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "vs code with integration is literal dogshit compared to ag. vscode is great with copilot but the external integration extensions are buns.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4ypi8/did_google_forget_antigravity_ide/pghu6f3/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "i use the ide with ssh to work on remote folders.. agy can't do that yet...", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/phcm4la/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "the extension feels clunky, limited, and honestly like an afterthought compared to the standalone ide.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/phe4uyy/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "i'm so confused with the mixed messaging. a month ago it seemed like they wanted us to use the ide instead of the vscode extension. i would honestly prefer a visual studio (not vscode) extension. either way i'm just confused why it's half available half the time", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph0fbq2/"}]}}, "models.catalog_access": {"praise": 71, "complaint": 719, "n": 790, "weighted": {"praise": 51.31, "complaint": 622.19}, "praiseShare": 9.0, "ci95": [7.2, 11.2], "regard": 0.2415, "regardCi95": [0.219, 0.268], "salience": 11.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i was on the free trial for a year. 2 days ago, i paid google for the first time, the 6 dollars discounted price, and i instantly got argon and opus/sonnet 5.5 after the transaction was processed.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph9vye0/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i checked antigravity and we even have in second class canada! thanks! (canada used to get new google ai products after everyone else).", "link": "https://www.reddit.com/r/google_antigravity/comments/1x708ez/gemini_4_argon_now_available_on_paid_google_ai_pro/ph0bwhn/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "gemini 4 argon just released to pro in agv, but thanks for your opinion.\nfinally more people can enjoy argon including me!", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5n5e3/dont_worry_gemini_4_argon_will_roll_out_to_agy/ph2qubi/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "for me, my personal experience with antigravity is an an ultimate low. i am still locked out of argon everywhere (antigravity desktop and cli) except for gemini with my paid pro account.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8unih/watching_google_ais_reputation_bounce_back_and/phgfjtr/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "claude models? paid pro, argon? paid pro, student benefit pro for 1 year? nope", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8unih/watching_google_ais_reputation_bounce_back_and/phijzvw/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "when you have literally every model available to you - of course argon would not be so impressive. meanwhile, people were stuck with half baked 3.1 pro preview and flash models. some, including me, still sadly do.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phiufdb/"}]}}, "models.routing_auto": {"praise": 10, "complaint": 57, "n": 67, "weighted": {"praise": 4.93, "complaint": 41.21}, "praiseShare": 14.9, "ci95": [8.3, 25.3], "regard": 0.4614, "regardCi95": [0.44, 0.483], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-13", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@stfumair @antigravity @claude @stfumair auto mode is the whole point, without it its just a chat box with extra steps", "link": "https://twitter.com/1594009249989918721/status/2099177003249246312"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@vikaskansalhq @antigravity we need a fallback to flash 3.8, not flash lite 3.5. update either 3.5 flash lite or change the fallback when argon is out", "link": "https://twitter.com/300610801/status/2110984653402202251"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@einsteinium02 @antigravity that’s right. the “try gemini 4” button turns on gemini 3.8 “thinking” which is actually only flash.", "link": "https://twitter.com/2767862064/status/2111090728554451428"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "because is was giving me mediocre answers for supposedly big upgrade form 3.8 flash, so my my guess was it was routed to a weaker model hence my question ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x54cev/agron_actually_is_38_flash/pgj5ypo/"}]}}, "models.effort_control": {"praise": 28, "complaint": 37, "n": 65, "weighted": {"praise": 15.44, "complaint": 24.39}, "praiseShare": 43.1, "ci95": [31.8, 55.2], "regard": 0.4853, "regardCi95": [0.465, 0.507], "salience": 1.0, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "why do we need more is probably a better question honestly, 3 levels are straightforward already.\nhigh is also adaptive, matches xhigh-max from other models depending on the task you give it which is great.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qrg8/why_only_3_effort_levels_in_gemini_models/ph79wb5/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i found that if you switch from hight to low, you'll get the super fast responses we are used to. and high can complete really complex tasks, while it does take much longer, i find it super effective.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6n42b/how_to_use_38_flash_for_great_results/pgwveil/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "gemini 3.8 flash with high effort can be placed in c tier, it did well", "link": "https://www.reddit.com/r/google_antigravity/comments/1ws8p4o/can_someone_explain_this_to_me_please/pcjbt86/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it doesn't matter if you have it on low or high, it does the same for me.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6rvbu/please_bring_back_gemini_37_at_least/pgzxomu/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "don't go above medium unless you are doing something seriously complex. overthinking is a big problem for it, and it'll get distracted with its own noise. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1w5kjli/frustrated_with_gemini_flash_38_it_literally/pedqmbg/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "how can i trust work done by 3.8 low? \n \nits already a flash model and now i want it not to reason at all? 3.8 high already makes many mistakes and errors.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1wy4cgu/are_google_ai_pro_rate_limits_enough_for/pdzlc3f/"}]}}, "models.quality_drift": {"praise": 152, "complaint": 338, "n": 490, "weighted": {"praise": 88.53, "complaint": 221.82}, "praiseShare": 31.0, "ci95": [27.1, 35.3], "regard": 0.5349, "regardCi95": [0.5, 0.57], "salience": 7.2, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "sounds more like your repo is poor and has a bunch of old information, causing the model to perform poorly, like the made up index column.\nfor me at least argon is a big improvement.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phhv04u/"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i tried @antigravity after a few months and it's improved quite a bit. i really like it and find it's solutions quite innovative. great work.", "link": "https://twitter.com/2849647170/status/2111900659423617243"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "first i was mad on google, now i'm happy. flash 3.8 is better than pro 3.1 \n \n[[link]", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4l3aq/gemini_31_pro_was_just_officially_removed_from/pgfw8dq/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i think google label is \"high\" or \"3.8\" to make user think it is an upgrade.\nactually they reduce the context count or horsepower in the back and make everything so bad now", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/phi675m/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "3.1 pro might have been awesome, in february. it sure as hell was not when it got discontinued.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8unih/watching_google_ais_reputation_bounce_back_and/phi90jm/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "ever since gemini 4 argon came out, my 3.8 flash has been acting like a newborn baby locked in a cage with zero socialization...\nit is hallucinating so much.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/"}]}}, "context.instruction_files": {"praise": 32, "complaint": 39, "n": 71, "weighted": {"praise": 18.16, "complaint": 22.83}, "praiseShare": 45.1, "ci95": [34.0, 56.6], "regard": 0.4822, "regardCi95": [0.461, 0.504], "salience": 1.0, "receipts": {"praise": [{"date": "2026-09-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "just tell it to review with you before implementation in your gemini.md file. i had this issue too and now it reviews with me first before proceeding", "link": "https://www.reddit.com/r/google_antigravity/comments/1wgsxwn/how_to_make_antigravity_slow_down_and_stop/p9wufg9/"}, {"date": "2026-09-02", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity it's not because the model is strong but the model was well integrated, it always reached for the workspace rules to understand the context better.", "link": "https://twitter.com/1422787044/status/2095204694419517720"}, {"date": "2026-09-12", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "this is why my root-project level gemini.md contains a specific rule about not hard-coding any credentials, results or placeholder data.\nmy first experience with 3.6 flash was similar with many corners cut but a bit of research and a well planned out set of rules in your gemini.md can fix this.", "link": "https://www.reddit.com/r/google_antigravity/comments/1we8ls0/the_review_found_that_t15t20_were_not_actually/p9f6z32/"}], "complaint": [{"date": "2026-09-26", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "so basically, it f\\*cking disrespects and completely ignores agents.md? alright, got it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wqb0ii/dedicated_planning_mode_in_antigravity_is_here/pc3mc5j/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "how do you make it remember the rules? it seems to do so for a while then just forget.\n", "link": "https://www.reddit.com/r/google_antigravity/comments/1wkzesn/my_rules_for_ag/pb5ibbr/"}, {"date": "2026-09-19", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "it's sad how antigravity @antigravity just ignores its own gemini.md completely.", "link": "https://twitter.com/1505696902578380801/status/2101374592476496005"}]}}, "context.instruction_following": {"praise": 34, "complaint": 128, "n": 162, "weighted": {"praise": 17.79, "complaint": 74.95}, "praiseShare": 21.0, "ci95": [15.4, 27.9], "regard": 0.4691, "regardCi95": [0.44, 0.499], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i've noticed that it follows the assigned prompt quite faithfully, more so than flash, even at a low reasoning level.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7os0j/gemini_38_flash_with_images/ph5zrbo/"}, {"date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "would love to see some of the prompts you people are feeding this thing.  i give it full detail prompts to code services and automations all the time, and i never have a problem with it ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x27alo/do_anyone_feel_that_gemini_38_flash_has_become/pfafpn8/"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "that’s what i thought about /plan too. \nbut i have been typing “no code change. consult me first”, which it obeys. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1wsj3ck/plan_mode_is_great/pcm0776/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it does this audits in my case as well. despite instructed not to do it. but it's the first time i use it", "link": "https://www.reddit.com/r/google_antigravity/comments/1x9d6bg/problems_with_flash_38_after_argon_4_release/phkfhzu/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "giving gemini instructions never prevented it from ignoring them (at least for me). not that it never follows them, but for to me to be saying this, you may deduce that it happens enough for me to be annoyed by it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x41xgm/holy_cow_wow_i_never_expected_to_hear_the_term/pgdzsjg/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "pro models follow the rules. flash models seem to skip em in the interest of speed. all that's left is flash models now. so here we are..gemini sees all rules right now as meant to be broken lol", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4t0av/antigravity_agentemd_geminimd/pghl7zf/"}]}}, "context.clarifying_questions": {"praise": 11, "complaint": 8, "n": 19, "weighted": {"praise": 7.16, "complaint": 4.41}, "praiseShare": 57.9, "ci95": [36.3, 76.9], "regard": 0.5134, "regardCi95": [0.499, 0.53], "salience": 0.3, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "using 3.8 flash this morning in @antigravity and it started asking me clarifying questions for a plan!\neither 3.1 pro didn't use to do this or that is a fast feedback loop! [link]", "link": "https://twitter.com/2222141/status/2108814884079071639"}, {"date": "2026-09-28", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "iam not sure about the gemini 4 flash thing but this is genuienly first time gemini 3.8 invoked a skill by itself and asks more questions ( good ones ) . i really hope its gemini 4 flash but who knows", "link": "https://www.reddit.com/r/google_antigravity/comments/1wsqjed/is_google_testing_gemini_4_flash_in_antigravity/"}, {"date": "2026-09-26", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@thsottiaux @antigravity idk why you want to remove it but it save me so many time by confirming what i actually want instead of guessing which fk it up many times.", "link": "https://twitter.com/1114864978283171840/status/2103981847667773788"}], "complaint": [{"date": "2026-09-22", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i get that \"please just fix it\" isn't an ideal prompt, but with the old behaviour it would just ask for clarification. \n \nit never used to trigger an endless 3-minute file-scanning loop.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wnfcoo/has_antigravity_started_aggressively_scanning/pberb4t/"}, {"date": "2026-09-05", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "it works well for implementation, but you need to give it a pretty well defined plan. \non it's own it makes a lot of assumptions that are incorrect and thus not reliable to use as the main model. \nalso, i'd love to see more rendered components inside of the chat window that can help with visualizing complex architecture and abstractions.", "link": "https://twitter.com/999042490626797568/status/2096310737442328595"}]}}, "context.long_context_decay": {"praise": 10, "complaint": 84, "n": 94, "weighted": {"praise": 5.87, "complaint": 53.58}, "praiseShare": 10.6, "ci95": [5.9, 18.5], "regard": 0.4667, "regardCi95": [0.442, 0.498], "salience": 1.4, "receipts": {"praise": [{"date": "2026-09-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "don’t do that. discuss everything in antigravity as it retains better context", "link": "https://www.reddit.com/r/google_antigravity/comments/1w9q3ch/i_never_thought_i_would_hit_the_5_hour_gemini/p8cveeb/"}, {"date": "2026-09-05", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@nlycskn @antigravity @thtbee_ having 3.8 flash assist my dev workflow in antigravity. multi-step terminal loops (running supabase queries, debugging tests, pushing git/vercel deploys) hold context way better than 3.7. the autonomous execution speed is wild.", "link": "https://twitter.com/2044149484804825089/status/2096200258803884047"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "it's been available internally to google employees and select partners for a few weeks now. in my experience, it feels just as good as opus 5.5 for coding. can switch between argon and opus without noticing a difference in quality. argon is significantly faster though and i did not notice it forgetting context, even during very long coding sessions.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wv4tbg/when_will_gemini_4_argon_be_available_to_pro/pda2buu/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it contradicts itself and loses the plot on long context tasks. i really do not see any reason to use this model, specially now that deepseek v4.1 flash 1017 is available.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgirsx/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "trashgravity.. flash is so trash i have to remind it the whole context of novel every 2-3 prompts.. like da fq.\n even chat gpt free is better at this point..", "link": "https://www.reddit.com/r/google_antigravity/comments/1x51wf0/google_is_so_obsessed_with_benchmaxxing_that/pginbky/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "if you mean in the same conversation sometimes it does that bs, i ask it a continuation question and suddenly answers like that question was the first message it is fixed with a retry but annoying asf", "link": "https://www.reddit.com/r/google_antigravity/comments/1x23pck/38_does_not_remember_own_previous_prompt_that/peznj7g/"}]}}, "context.compaction": {"praise": 9, "complaint": 36, "n": 45, "weighted": {"praise": 5.82, "complaint": 21.0}, "praiseShare": 20.0, "ci95": [10.9, 33.8], "regard": 0.4801, "regardCi95": [0.464, 0.499], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-28", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i like it. i didn't expected compression to recover so much space.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wsglin/i_built_a_lightweight_vs_code_extension_to_track/pcn1idh/"}, {"date": "2026-09-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "idk what you're using but antigravity cli autocompacts fine at around 200k-250k context\nand /compact aswell as /context are available", "link": "https://www.reddit.com/r/google_antigravity/comments/1wis8pe/soon_2027_still_compact_command/pacs06j/"}], "complaint": [{"date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "the long context window thing is such a propaganda that google is playing, in antigravity the context get auto compacted at 25% of the context window and like that too mid execution with no hooks or anything for control....", "link": "https://www.reddit.com/r/google_antigravity/comments/1x33an3/unpopular_opinion_90_of_the_hate_toward_google/pf9syfm/"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@adhidesign @googledeepmind @antigravity improve the compaction. chat truncation is really bad. whereas the likes of cline almost has “infinite” memory in a single chat session. also fully leverage gemini’s token limits before compaction", "link": "https://twitter.com/2492820605/status/2107459763151782186"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "they have already made claude models unusable auto compacting after every 4 messages man how can google like company not afford a legacy model", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1wwpk15/im_not_interested_in_claude_im_just_waiting_for/pds06uj/"}]}}, "context.session_memory": {"praise": 12, "complaint": 50, "n": 62, "weighted": {"praise": 7.48, "complaint": 28.77}, "praiseShare": 19.4, "ci95": [11.4, 30.9], "regard": 0.4607, "regardCi95": [0.441, 0.481], "salience": 0.9, "receipts": {"praise": [{"date": "2026-09-24", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i've tried migrating 2.0 and cli conversations into ide and vice versa with symlinks for a month, and it has been working fine since then, whenever i use ide, cli or 2.0 (mainly in vscode extension). \nthere are many things to migrate, not just the `brain` folder.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wez4s3/how_do_you_sync_conversations_between_antigravity/pbq0pkj/"}, {"date": "2026-10-13", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "yup shared checkpoint has been the key to my continuous agentic development actually! so that when chat context window gets full, a new window/bot can always reiterate, or even when they auto truncate older chat context. antigravity actually spin up a git hun repo just for memory sake so that i have identical bots/chats across both platforms and they share the same memory lane per specified agent. really cool stuff 😁", "link": "https://twitter.com/1159020043306504192/status/2109994796844482871"}, {"date": "2026-09-25", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "bost/teamwork keep state in the .agent folder. so if it stops abruptly for whatever reason including quota it can self heal and resume later. you just go back to the same conversation and ask it to resume when the quota refreshes. \ni heard about state getting corrupted somewhere but i've never experienced it myself. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1wq33ye/checkpoint_prompt_before_antigravity_usage_runs/pc1qd4m/"}], "complaint": [{"date": "2026-09-30", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "your restart your pc just to find out all your recent antigravity ide conversations in different projects are gone\nthis is a torture @antigravity that happens occasionally", "link": "https://twitter.com/1716956674961903616/status/2105371980170215891"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i cannot turn off brain. even if i permission gate its directory or symlink it to /dev/null, the agent brings it back.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wnqoya/antigravity_2_release_v2160/pbizo17/"}]}}, "context.codebase_retrieval": {"praise": 15, "complaint": 59, "n": 74, "weighted": {"praise": 7.85, "complaint": 39.13}, "praiseShare": 20.3, "ci95": [12.7, 30.8], "regard": 0.4395, "regardCi95": [0.416, 0.461], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "ide has no such issue. at most scans related files given you point out at least the folder for the file or the code you are looking for. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwrfqb/fetish_38_users_what_is_your_biggest_gripe_about/pdmziol/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "iam using gemini 3.8 flash high model for a long time. it can easily understand my 1gb+ codebase and can find and fix the issues. it's perfect life saver zero cost model for me.", "link": "https://www.reddit.com/r/google_antigravity/comments/1ws8p4o/can_someone_explain_this_to_me_please/pdy68k8/"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "this is definitely a major issue. like even 6 month old models will look in a certain place if you tell them.\nbut not gemini, it'll scan your whole api code when you just needed a simple ui fix.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgsipn/"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "true, it ran 10 grep commands just to read a ts file with 500 lines, and only stop when i specifically told it to use analyze file", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0u1lt/how_it_feels_using_38_flash/penwnva/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "welcome to a shitty harness that'll read a file over 10 times before implementing anything", "link": "https://www.reddit.com/r/google_antigravity/comments/1wxognt/gone_in_a_flash/pdzl7nw/"}]}}, "context.attachments": {"praise": 7, "complaint": 46, "n": 53, "weighted": {"praise": 3.63, "complaint": 30.19}, "praiseShare": 13.2, "ci95": [6.5, 24.8], "regard": 0.4526, "regardCi95": [0.434, 0.471], "salience": 0.8, "receipts": {"praise": [{"date": "2026-09-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "mine didn't convert anything to images. it passed the .mp4 straight into the native view_file tool", "link": "https://www.reddit.com/r/google_antigravity/comments/1wjfs2m/since_when_can_antigravity_watch_videos_or_is/paiezzk/"}, {"date": "2026-09-12", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "cowork does a terrible job at embedding images in emails, constant failures &amp; crashes. @googlegemini @antigravity however, embeds 200kb images in seconds and understands image handling / coding on a much higher level than grokbot &amp; claude.", "link": "https://twitter.com/1432261/status/2098613387332616583"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "i need the @antigravity team to add support for viewing pdf and docx files in version 2.0. opening a document and only seeing unreadable binary code is a headache.", "link": "https://twitter.com/2098008889190973445/status/2110383049469026473"}, {"date": "2026-10-09", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "antigravity only lets you send 5 images at a time to the model\nkind of annoying.\n@antigravity [link]", "link": "https://twitter.com/1664269804558229509/status/2108653442227159332"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@adhidesign @googledeepmind @antigravity it seems that you cannot directly paste file documents into the chat box.", "link": "https://twitter.com/2099645135646543872/status/2107472221837074772"}]}}, "work.capability": {"praise": 657, "complaint": 762, "n": 1419, "weighted": {"praise": 402.69, "complaint": 494.28}, "praiseShare": 46.3, "ci95": [43.7, 48.9], "regard": 0.3246, "regardCi95": [0.303, 0.346], "salience": 20.8, "receipts": {"praise": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "its very strong in connection with the youtube api and with google cloud stuff", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phggnha/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "it's pretty damn good at real world stuff. browfield real world shit lol.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phghxcx/"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "spent the weekend vibe-coding a native macos app for my tesla.\n@geminiapp argon + @antigravity. took me 6 hours e2e. here are the results 👇\n@_mohansolo [link]", "link": "https://twitter.com/1623791649376681990/status/2111620022787604911"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "what \"frontier\" work are you actually doing with it? for context i'm working with a large monorepo with multiple micro services and argon is outright unusable.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgs710/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i tried a task i've done dozens of times today and it had no clue what to do... odd", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/phgs7m9/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "you are crazy! 3.8 messing up a lot here. i have him implement and gpt to correct. there hasn't been a single time when he managed to implement anything without coming back with an error.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x97wfi/argon_best_model_ive_used_but_not_useful_for_pro/phjcc8u/"}]}}, "work.frontend_ui": {"praise": 33, "complaint": 39, "n": 72, "weighted": {"praise": 21.25, "complaint": 27.71}, "praiseShare": 45.8, "ci95": [34.8, 57.3], "regard": 0.4977, "regardCi95": [0.473, 0.525], "salience": 1.1, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "be me. \nbuy some .ai domain a few years ago. \ndo nothing with it.\nask @antigravity to build a quick outrun homepage for me\nantigravity w/ gemini 4 in one shot: [link] [link]", "link": "https://twitter.com/140856072/status/2110170866495733811"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "same here. no issues with frontend dev. as long as my prompt is good and i am not lazy to give good instructions, the results are good. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x1o6jz/gemini_is_a_joke/peva4ac/"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i was pleasantly surprised at the ui quality with 3.8 flash in antigravity.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wni05g/we_need_a_usage_reset_now/pbjrgzs/"}], "complaint": [{"date": "2026-10-10", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@kiaqyn @antigravity @googledevs 😃 i agree it has taste issue. you need to force it. the thing is i don't hit a ceiling", "link": "https://twitter.com/2105578776373710848/status/2108902209987686474"}, {"date": "2026-10-07", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@srinivasanss52 @geminiapp @antigravity @android it looks straight up shit like straight up shit design wise", "link": "https://twitter.com/2048299987227090945/status/2107663163479261641"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "told it it \"looked like shit\" and it tried and failed again, it looks better, but the circuits are really bad\n[link]\n", "link": "https://www.reddit.com/r/google_antigravity/comments/1wyug9s/what_projects_have_you_wanted_to_build_with/pe6znxh/"}]}}, "work.bug_diagnosis": {"praise": 22, "complaint": 23, "n": 45, "weighted": {"praise": 15.73, "complaint": 15.16}, "praiseShare": 48.9, "ci95": [35.0, 63.0], "regard": 0.4705, "regardCi95": [0.443, 0.495], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-11", "source": "Reddit", "community": "r/cursor", "polarity": "praise", "text": "and the usage you do get sucks\n \nwhat the hell. today it 'shipped code with bugs' instead of fix them\n \ni just tried google's antigravity free plan and it identified and fixed all the bugs in 1 prompt..\nspent all day wasting time with cursor", "link": "https://www.reddit.com/r/cursor/comments/1x2mjaj/cursor_ultras_entire_monthly_usage_feels_like/pf5wuq2/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i used 3.8 flash to debug our server side logic to find out vulnerabilites and possible exploites unnoticed by the developers. it took a long time but it did find every issue like a professional cyber security analyst.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wxuym8/i_achieved_a_1_score_with_gemini_38_flash_imagine/pdxqlz4/"}, {"date": "2026-09-20", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "3.8 is debugging in one prompt vs several prompts with opus 5 and claude 4.6. they even made more problems that i had to get 3.8 to fix.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wllxyb/this_thing_became_a_coding_beast/pb0289c/"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "🥲switched from 3.7 to 3.8 because of 3.7 leaving and after using to fix few bugs i realised it fix the issueonly and not looking over all picture ( prompts are same manner like 3.7) so idk whether is it somthing wrong with model or me", "link": "https://www.reddit.com/r/google_antigravity/comments/1x64msl/gemini_38_flash_is_a_beast/pgugx4p/"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "ya i did actually from my friends company account and it was unable to identify the problem from both model of claude opus 5.5 and fable 5.2", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x5obg4/sexy_model/pgo78wm/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "i have noticed that now it cannot seem to find the bugs and bottlenecks hidden and i have to switch to claude to fix that.\nfor claude, all it took was 1 prompt\nfor gemini flash 3.8: 7 prompts. all were the same.\ni have sent multiple feedbacks with screenshots and proof attached.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1wz85dk/is_it_just_me_or_is_gemini_flash_38_a_lot_more/"}]}}, "work.regressions_introduced": {"praise": 7, "complaint": 74, "n": 81, "weighted": {"praise": 3.56, "complaint": 44.03}, "praiseShare": 8.6, "ci95": [4.2, 16.8], "regard": 0.5058, "regardCi95": [0.467, 0.553], "salience": 1.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@gauravgives @antigravity and also it introduces a lot of bugs in the code", "link": "https://twitter.com/1798751308633317376/status/2111827842678092139"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "after a few prompts it will fix the bug you targeted, but it will introduce more bugs, this is the gemini 3 series in a sentence, also your code will not be code till you revise all of it, otherwise just a hollow shell filled with mocks and nonsense.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x64msl/gemini_38_flash_is_a_beast/pgtphki/"}, {"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "could have used that instead of making 5 chats and suffering from reintrducing bugs every chat", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6v4iq/they_finally_added_compact_to_the_antigravity_gui/pgyp3t4/"}]}}, "work.scope_overreach": {"praise": 7, "complaint": 92, "n": 99, "weighted": {"praise": 4.02, "complaint": 60.87}, "praiseShare": 7.1, "ci95": [3.5, 13.9], "regard": 0.5117, "regardCi95": [0.456, 0.574], "salience": 1.5, "receipts": {"praise": [{"date": "2026-09-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "the smarter models of chatgpt and claude keep adding futures that i do not ask, flash3.5 had similar tendencies. yet gemini 3.8 has never done that for me up to this point. like i change something and astra thinks changing logs from completely another method is a good idea. my current fav is gemini, does what i tell and doesn’t do anything i do not ask/mention", "link": "https://www.reddit.com/r/google_antigravity/comments/1whvudv/people_who_are_complaining_about_gemini/paathsg/"}, {"date": "2026-09-11", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@samgcoder @antigravity for real. start small, and slowly you'll find yourself letting it cook for an hour from a one-line prompt, because it simply does the exact thing you ask for w/o over-engineering and overcomplicating.", "link": "https://twitter.com/865014024/status/2098497696298414387"}], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "3.8 was faster at the beginning. after using it for a while, i noticed it left a lot of trash in my project, from dozens of test scripts to unremoved deprecated code. i manually cleaned all that and it got fast again.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x35ls0/what_is_going_on_with_gemini_38_flash_why_so_slow/pfd1mkn/"}, {"date": "2026-10-12", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i've recently noticed antigravity over engineers the project after prompting for some time and forgets the goal .\nhow do i get it to focus on output/results than over engineering it ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4ab2n/how_do_i_stop_antigravity_from_over_engineering/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it usually tends to overshoot when i set a goal and start to modify unnecessary part of the code.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x1o6jz/gemini_is_a_joke/pevd8f0/"}]}}, "work.stuck_loops": {"praise": 6, "complaint": 182, "n": 188, "weighted": {"praise": 3.55, "complaint": 106.75}, "praiseShare": 3.2, "ci95": [1.5, 6.8], "regard": 0.4733, "regardCi95": [0.41, 0.539], "salience": 2.8, "receipts": {"praise": [{"date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i always use 3.8 high; it never gets stuck thinking for too long, nor does it consume huge amounts of tokens. just use it for coding, not for \"vibecoding.\"", "link": "https://www.reddit.com/r/google_antigravity/comments/1wzx0mb/if_37_works_better_for_you_than_38_contact_the/peht2il/"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "antigravity train is about the leave the station!!\ni'm loving 3.8 flash, insanely competent at fixing issues, and the speed from 3.7 seems like 2x. i think less reasoning loops because better intelligence less self alignment.", "link": "https://www.reddit.com/r/google_antigravity/comments/1w6ch6i/idk_why_anyone_is_still_paying_for_claude_or/p7nqfhv/"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@shengzheyao @_mohansolo @sundarpichai @antigravity guys please fix this, it just gets stuck like this and then cant proceed. i have to create a new chat session in order to make progress. [link]", "link": "https://twitter.com/8784442/status/2111322257704538607"}, {"date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i just put 3.8 flash on a task it just wandered around the codebase for minutes had to stop it. i switched to minimax m3 same prompt got it right first time cheaper and faster...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5kj4v/bring_gemini_4_argon_to_ai_pro_users_in/pgneiki/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "90% of the commands can stopped to be run if it... writes a program that does what it wants and not tries to inline generate it, fail, try a dozen more times before it gets one that executes...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4rpn7/auto_mode_released/pgg2jgb/"}]}}, "work.premature_stop": {"praise": 0, "complaint": 21, "n": 21, "weighted": {"praise": 0.0, "complaint": 14.44}, "praiseShare": 0.0, "ci95": [0.0, 15.5], "regard": 0.4811, "regardCi95": [0.472, 0.489], "salience": 0.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i got a lot done !\n[link]\nit wrote a plan for itself... and didnt finish...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7tx3o/psa_argon_and_gemini_reset/ph7i1dw/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "why do people suddenly love 3.7? it stops way too prematurely claiming its done", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0zsxm/please_dont_take_gemini_37_away/peryzxz/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "[link]\ni thought this was a meme but its real, it didnt even finish the task lol", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwiu6c/yoooooooooooooooooooooooooooooooooo/pdmfs0r/"}]}}, "work.long_running_autonomy": {"praise": 41, "complaint": 19, "n": 60, "weighted": {"praise": 29.96, "complaint": 11.88}, "praiseShare": 68.3, "ci95": [55.8, 78.7], "regard": 0.485, "regardCi95": [0.456, 0.513], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i just built airdrop from my iphone to my linux desktop with gemini on @antigravity. same one click and instantly opens files and websites\ni didn’t expect it to actually work, just sent one prompt, went to dinner, and it was up and running when i came back. like magic 🥹", "link": "https://twitter.com/1699527254265794560/status/2111646872838582354"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "thank you so much, antigravity team! very handy.\ntesting and maintaing saipen protocol to make the agent continously work - it works very well.\n[link]", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7tx3o/psa_argon_and_gemini_reset/ph78thm/"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@mcnabbd @geminiapp @antigravity yes sir. its a beast for long running tasks. dont think ive seen something like this before.", "link": "https://twitter.com/1096860280225742848/status/2111094210011226214"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@adhidesign @googledeepmind @antigravity i think the i think the most critical thing is to finish the task. the long-term task finish rate is quite low", "link": "https://twitter.com/2039101542922358784/status/2107595378065596704"}, {"date": "2026-09-28", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i think we need to update the target mode so it can keep going without stopping, just like codex.", "link": "https://twitter.com/1379500160284155904/status/2104643522045599830"}, {"date": "2026-09-15", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "an unattended cron workflow dying 14m in because of a temporary server traffic spike defeats the purpose of autonomous agents.\nheadless runs desperately need configurable retry policies and exponential backoff instead of a manual \"retry\" prompt @antigravity. [link]", "link": "https://twitter.com/1370489968594886657/status/2099895425318961466"}]}}, "work.multi_agent_orchestration": {"praise": 96, "complaint": 70, "n": 166, "weighted": {"praise": 56.56, "complaint": 38.8}, "praiseShare": 57.8, "ci95": [50.2, 65.1], "regard": 0.4799, "regardCi95": [0.452, 0.509], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "same. having it spawn sub agents and check there work seems really efficient", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph146dj/"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity okay multi-agent workflows are getting pretty damn useful", "link": "https://twitter.com/694915336290828288/status/2110451534395785480"}, {"date": "2026-10-13", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "🤯 - wow! i was doing some research on gcp using @antigravity cli on my laptop. with the results i simply asked it to pass on the info to another cli instance running headless on a server and instruct it to provision the resources researched.\nright now, that remote agy is busy!", "link": "https://twitter.com/112247147/status/2109954469110878666"}], "complaint": [{"date": "2026-10-06", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "the problem with boost is that only one agent working. it actually not much different with normal work. teamwork still more reliable ", "link": "https://www.reddit.com/r/google_antigravity/comments/1wyw9mt/teamwork_preview_review/pe6djvp/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "didn't read that.\nbut wanted to add this;\ni've started using more expert subagents that i set up instead of boost.\non boost it tends to keep using boost and multi agents on later prompts that are small, causing a lot of time wasting.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wo8qye/what_is_your_experience_with_boost_deep_reasoning/pe2rl2f/"}, {"date": "2026-09-27", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity lotta hate for this lol. it is definitely puzzling that the product is moving so slowly. still has /teamwork-preview command required to get a decent agentic team involved in changes, something that should be automatically invoked and scaled appropriate to the task", "link": "https://twitter.com/805587288/status/2104295109680410783"}]}}, "work.reward_hacking": {"praise": 1, "complaint": 31, "n": 32, "weighted": {"praise": 0.59, "complaint": 18.86}, "praiseShare": 3.1, "ci95": [0.6, 15.7], "regard": 0.511, "regardCi95": [0.47, 0.602], "salience": 0.5, "receipts": {"praise": [], "complaint": [{"date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "yup. basically i have everything you said. but i caught gemini more than a dozen of times while it simply breaks the test to make it \"turn green.\" at that moment i needed to turn the test files as read only and revoke agy's writing access. even that couldnt stop it tho.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x1o6jz/gemini_is_a_joke/pevcy04/"}, {"date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "even when u want it to run tests it clearly manipulates tests to pass. and if this is the scenario google can kiss my ass. its the very basic thing to understand what is a test for and their models clearly weights \"user satisfaction\" over anything, even the code quality.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x1o6jz/gemini_is_a_joke/pey2f29/"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "same here, and it also write test that only pass if the code have silent fallback, which make the fallback become harder to purge", "link": "https://www.reddit.com/r/google_antigravity/comments/1wfy6jj/gemini_38_flash_has_a_dangerous_obsession_with/paj6z5i/"}]}}, "work.destructive_actions": {"praise": 8, "complaint": 67, "n": 75, "weighted": {"praise": 3.76, "complaint": 35.88}, "praiseShare": 10.7, "ci95": [5.5, 19.7], "regard": 0.4668, "regardCi95": [0.448, 0.486], "salience": 1.1, "receipts": {"praise": [{"date": "2026-09-04", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@googledevs @antigravity @geminiapp @antigravity, they are my partners, i trust the antigravity cli because it respects my local space, unlike other clis that rummage where they were not called.", "link": "https://twitter.com/1915843566300971008/status/2095809085295751239"}, {"date": "2026-09-04", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "honestly, the antigravity cli is less invasive to the local system, i show a directory and it stays there, only entering others if it is related to the project, and it always asks for permission.", "link": "https://twitter.com/1915843566300971008/status/2095811289490554958"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@rodydavis my @antigravity did wonderful job today by deleting unauthorized runtime db and it did patch itself as well to evade the consequences! should we really use the @rodydavis @_davideast [link]", "link": "https://twitter.com/133730895/status/2111590938707644524"}, {"date": "2026-10-15", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity fuck u, you can't even get a basic ai editor right. my code has vanished multiple times in antigravity. \nwhat a trash company—you've wasted so much of my work.", "link": "https://twitter.com/1649803598518444033/status/2110678200259067920"}, {"date": "2026-10-15", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity fuck your mother\nantigravity is absolute garbage. it completely wiped out my code out of nowhere, and days of hard work are just gone.", "link": "https://twitter.com/1649803598518444033/status/2110679388291473529"}]}}, "work.git_workflow": {"praise": 4, "complaint": 13, "n": 17, "weighted": {"praise": 1.96, "complaint": 7.27}, "praiseShare": 23.5, "ci95": [9.6, 47.3], "regard": 0.4933, "regardCi95": [0.482, 0.504], "salience": 0.2, "receipts": {"praise": [{"date": "2026-09-26", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@seyiiiabraham @antigravity you're very stupid, the agent does the push for me and generates the commit messages automatically for me, and you can make your point without getting abusive if you were properly trained with good manners......idiotic son of a b*th.", "link": "https://twitter.com/1766151139739766784/status/2103899259154100308"}], "complaint": [{"date": "2026-09-26", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i've not been able to generate commit messages in the ide for over a month now. your engineers are not using the tools they are building?? weird.", "link": "https://twitter.com/4724047372/status/2103684264264978643"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "i would add another rule under git \n\"do not use git status or git log unless really required.\"\nfor some reason, even before making a small change, it checks a files history like 3-10 times. even for simple requests.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1wl9m6u/my_rules_for_ag/pb4lxgm/"}, {"date": "2026-09-12", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "another @antigravity bullshit, the auto-generate commit it's using all the fuckin files and ignore the staged ones", "link": "https://twitter.com/257538760/status/2098865524935442833"}]}}, "work.computer_browser_use": {"praise": 24, "complaint": 38, "n": 62, "weighted": {"praise": 15.67, "complaint": 24.67}, "praiseShare": 38.7, "ci95": [27.6, 51.2], "regard": 0.4745, "regardCi95": [0.452, 0.497], "salience": 0.9, "receipts": {"praise": [{"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "also, chrome automation is now working better. @antigravity 2.0 preferred playwright mcp over chrome previously. at least under linux, and on my systems.\ndid you have issues in that area? similar observations?", "link": "https://twitter.com/112247147/status/2110259222172586271"}, {"date": "2026-10-08", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@geminiapp 4 argon + @antigravity computer use is pretty fab ngl", "link": "https://twitter.com/24493924/status/2108262740347298159"}, {"date": "2026-10-07", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "antigravity ide @antigravity fixed my win 11 system that had stopped updating windows. i did try to manually fix with ai help and was on track but windows was locking updates. antigravity ide can look at me computer and that's how it fixed my machine. [link]", "link": "https://twitter.com/17038251/status/2107721851715891635"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i am fully into developing my game but the problem with antigravity is that you can't manipulate it with the pc, what a shame.", "link": "https://twitter.com/1417550659310821376/status/2111360286808523103"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "i don't understand how @openai and @anthropicai have better @googlechrome browser use than @antigravity, i must be holding it wrong. is there some tool i don't know about outside if the @playwrightweb extension?", "link": "https://twitter.com/26253542/status/2110449339130847357"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@adhidesign @googledeepmind @antigravity setting up other browsers except for chrome for agentic workflows is a headache inside antigravity.\nshould be fixed!", "link": "https://twitter.com/1732439177222897664/status/2107445631744954860"}]}}, "work.safety_refusals": {"praise": 6, "complaint": 27, "n": 33, "weighted": {"praise": 4.12, "complaint": 16.32}, "praiseShare": 18.2, "ci95": [8.6, 34.4], "regard": 0.5088, "regardCi95": [0.484, 0.537], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "these days i can’t get @claude opus 5.5 to use my flaresolverr local setup due to “guardrails”, @antigravity with gemini 3.8 flash or @chatgpt 6.1 sol with codex go smooth", "link": "https://twitter.com/14396001/status/2111147216286961935"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "praise", "text": "for the work i do, i'm constantly getting false flags for cyber security in the claude app. in antigravity, i never run into these issues for claude models.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1wxoe4a/claude_sonnetopus_55_in_antigravity_are_terrible/pdvkcbt/"}, {"date": "2026-09-05", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@nlycskn @antigravity @thtbee_ it's excellent. most valuable so far is not getting refusals on silly things like hardening my own websites. gemini found about a dozen things to fix that fable refused and opus/sol missed.", "link": "https://twitter.com/3389553514/status/2096198141758390447"}], "complaint": [{"date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "for me you ask it something and it says \"i am an ai assistant i cannot help with that\" bruh i just asked you to check the news...", "link": "https://www.reddit.com/r/google_antigravity/comments/1wygfrq/what_the_hell_is_happening_with_gemini_38_flash/pe2ncjl/"}, {"date": "2026-10-05", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity hey, can you fix your filter issue? even when i'm working on my own project and ask it to do vulnerability research on my code, it blocks the request\nor at least fix it before gemini 4", "link": "https://twitter.com/874530878017372161/status/2107177856031994234"}, {"date": "2026-10-02", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i keep hitting the *\"sorry, i cannot fulfill your request\"* screen on completely harmless, technical prompts (code analysis, security concepts, debugging).", "link": "https://www.reddit.com/r/google_antigravity/comments/1wvtqgs/how_do_you_guys_consistently_bypass_falsepositive/"}]}}, "work.permission_prompts": {"praise": 19, "complaint": 234, "n": 253, "weighted": {"praise": 10.05, "complaint": 138.32}, "praiseShare": 7.5, "ci95": [4.9, 11.4], "regard": 0.3788, "regardCi95": [0.353, 0.406], "salience": 3.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i'm a claude code and codex power user but i also have set up agy cli.. it is pretty much the same as claude code and works with -dangerously-skip-permission since day one, what do you need that \"autothing\" for?", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4rpn7/auto_mode_released/pggczie/"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@vimalbudsz @adhidesign @googledeepmind @antigravity it has that tho.\ni turned it on and it auto proceeds with everything with me doing anything", "link": "https://twitter.com/1564291803616002050/status/2107420938425839711"}, {"date": "2026-09-27", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity the approval step is what sells it honestly. most tools say theyll \"think\" then just run wild with whatever they guessed.", "link": "https://twitter.com/500606751/status/2104064825836134536"}], "complaint": [{"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "sometimes i have to wait a min or two after switching to turbo before it stops asking for permission.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x9asl0/antigravity_turbo_mode_asking_for_permission/phjy79h/"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity , i use antigravity cli sometimes. i wont say i am a power user of agy. but i am really frustrated by the approval system. literally i had to babysit for tow hours and accepts nearly hundred commands. most of them are basic git and playwrite commands. [link]", "link": "https://twitter.com/2039376148438622208/status/2111827089389396199"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity what fuckass harness is this.\naccording to antigravity cli logic i have to sit in front of computer all the time and press \"always allow\" permission to each and every commands in the universe", "link": "https://twitter.com/1135175156576313344/status/2111833595690279155"}]}}, "work.plan_mode": {"praise": 56, "complaint": 60, "n": 116, "weighted": {"praise": 34.86, "complaint": 34.33}, "praiseShare": 48.3, "ci95": [39.4, 57.3], "regard": 0.466, "regardCi95": [0.436, 0.494], "salience": 1.7, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i recommend the following for best usage:\nargon 4 low/medium does the planning, it makes a plan, (use /plan), and then 3.8 flash does the implementation.\nworks really well, and argon is very specific, even on low, with things to do.\nincredible combo and very cost effective", "link": "https://www.reddit.com/r/google_antigravity/comments/1x85wr2/has_anyone_else_noticed_an_improvement_in/phc7wda/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "seems cool, but my workflow with agy works flawlessly the way it is. i always plan mode first. review the artifact and approve. it then proceed to go till the end. you just have to set the config to always approve actions.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wszsz2/i_built_an_auto_mode_plugin_for_antigravity_cli/pd8bobc/"}, {"date": "2026-09-28", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@pdaether yeah i think people conflated \"most plan modes are implemented poorly\" with \"plan modes are bad\". i think @antigravity actually has a pretty good plan mode (esp. commenting support and generative ui).", "link": "https://twitter.com/12025282/status/2104638839696576618"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "grill me and plan doesn't go well as written in grill me skill's blog. plan mode makes model rush for a plan but you dont want that, you want model to extensively grill you so it can understand your intentions.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8c6ro/adding_these_three_at_the_end_of_any_prompt_my/phczcc4/"}, {"date": "2026-10-10", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "model is ignoring \"plan review policy: always ask\". i can clearly see it writes to the implementation plan file and then just... keeps going. without asking me to confirm it. the project config is set to \"inherit global\" and global is \"always ask\". agy version is 2.22.0.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wy3pjl/weekly_quotas_known_issues_support_october_05/pf3wthm/"}, {"date": "2026-10-04", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i have noticed that , now when i ask it to create implementation plan, it occasionally dump the plan in chat itself, instead of creating the artifact", "link": "https://www.reddit.com/r/google_antigravity/comments/1wxdxtj/flash_38_is_getting_worse_lately/pdus0zy/"}]}}, "work.response_verbosity": {"praise": 14, "complaint": 11, "n": 25, "weighted": {"praise": 7.34, "complaint": 7.19}, "praiseShare": 56.0, "ci95": [37.1, 73.3], "regard": 0.5233, "regardCi95": [0.506, 0.544], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-15", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "you see that @antigravity \"walkthrough\" \nis hands down the best 🙂↔️\nlike a pro dev making long readable commit messages", "link": "https://twitter.com/1487845255776985090/status/2099839322752987522"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "it’s been really good and keeping answers concise and also keeping code comments very minimal.", "link": "https://www.reddit.com/r/google_antigravity/comments/1w5d0wd/gemini_38_flash_is_out/p7imscm/"}, {"date": "2026-09-08", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@goon_nguyen i burned through astra a few days ago so i launched antigravity and i was shocked by how good it was. mostly i love how it just does work instead of being prolix like claude. and it's stupidly fast. \nfwiw i like @antigravity", "link": "https://twitter.com/19394379/status/2097152639901278620"}], "complaint": [{"date": "2026-09-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "flash is capable, but it outputs essays of text and runs too many shell commands. they need to tune that down.", "link": "https://www.reddit.com/r/google_antigravity/comments/1w7zfh1/it_must_be_some_kind_of_psyop_by_openai_and/p80tqbp/"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "the same problem as always, it continues to be too verbose and therefore consumes too many tokens.", "link": "https://www.reddit.com/r/google_antigravity/comments/1w5i29e/review_of_gemini_38_flash_from_a_person_who/p7oacst/"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "basically what it says, from flutter to heml to swift, i see a very slow, complicated process. when asked, explanations are huge blah.\ni experienced this since maybe two days, and yes it was suddenly.\nsame for you?\n(not a rant post)", "link": "https://www.reddit.com/r/google_antigravity/comments/1wz0jfd/is_ag_slow_for_you_too/"}]}}, "work.sycophancy_pushback": {"praise": 4, "complaint": 13, "n": 17, "weighted": {"praise": 2.06, "complaint": 8.26}, "praiseShare": 23.5, "ci95": [9.6, 47.3], "regard": 0.5004, "regardCi95": [0.487, 0.517], "salience": 0.2, "receipts": {"praise": [], "complaint": [{"date": "2026-09-26", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it is honestly the worst model. it has a flattery bias that tends to infinity; if you criticize something, even if you are not right, it agrees with you and breaks everything. it is a model incompatible with software that needs to be maintained in the long term, gemini.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wqf2o6/worst_model/pc4mh00/"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "idk man, but i guess they are targeted at billions of consumers. it is pleasing and even when i correct the gemini 3.1 pro silly, stupid mistake it says \"that's an awesome observation or you have a great vision\". seriously ? may be while trying to please the average joe, they put so much focus on servitude stuff rather than a collab partner for enterprise needs", "link": "https://www.reddit.com/r/google_antigravity/comments/1w8rmft/why_do_gemini_models_still_suck/p85c89l/"}, {"date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "same with meta models. i'll never trust these two companies based just on the benchmarks. i've learnt it from past experience, so wasn't even excited about argon at all. still, i did use it briefly and it had the same 'reporting success without testing' and 'hallucinating code that does not exist' problems as earlier. it still agrees everything you say to the point of being useless.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phghb3d/"}]}}, "verify.false_completion": {"praise": 1, "complaint": 90, "n": 91, "weighted": {"praise": 0.5, "complaint": 56.08}, "praiseShare": 1.1, "ci95": [0.2, 6.0], "regard": 0.4508, "regardCi95": [0.426, 0.49], "salience": 1.3, "receipts": {"praise": [], "complaint": [{"date": "2026-10-12", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i can tell on low level things it's not good \nhe will tell you he did everything but when you start testing you will see there is soo much stuff he will fix it again! \nso i think we will wait for agron! aka pro 4", "link": "https://www.reddit.com/r/google_antigravity/comments/1x2984s/how_complex_is_too_complex_for_flash_38/pfepzyy/"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "ive had the exact same problem with gemini since 3.6, it takes the dirtiest shortcuts to claim that the work is done as fast as possible. i would never allow gemini near production apps ever. even if google releases an astra/fable quality model i would not trust them.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wft9p8/gemini_cherrypicks_easy_tasks_and_falsely_reports/p9qdaae/"}, {"date": "2026-09-14", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "it happened to that it false reported that it completed step of the plan, while it didn't.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wft9p8/gemini_cherrypicks_easy_tasks_and_falsely_reports/p9rnmvq/"}]}}, "verify.self_testing": {"praise": 13, "complaint": 18, "n": 31, "weighted": {"praise": 7.72, "complaint": 10.56}, "praiseShare": 41.9, "ci95": [26.4, 59.2], "regard": 0.4806, "regardCi95": [0.463, 0.498], "salience": 0.5, "receipts": {"praise": [{"date": "2026-10-10", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity pulling designs, building native components, verifying in an emulator and running tests is the full loop rather than a code snippet. closing verification inside the agent flow is what separates a coding demo from something you can merge.", "link": "https://twitter.com/1985864228339924995/status/2108932911617769799"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "the thing i like is ,it finally test before doing work and modifies until what is correct thing is found by testing before changing code whereas, 3.7 was just changing code and not testing.", "link": "https://www.reddit.com/r/google_antigravity/comments/1w5xdio/positive_of_38_flash/"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity also, seeing it review and verify its own work using the browser plugin in antigravity was very cool too! [link]", "link": "https://twitter.com/1987543750323933184/status/2111840138213163211"}], "complaint": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity but why gemini do i give task edit it's done as compare to other first think where and which then edit and test then gives , so fix your system prompts related that.", "link": "https://twitter.com/2077305807457411073/status/2110890762770829379"}, {"date": "2026-09-03", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "nah like claude will check what is actually happening. while gemini will be like yeah that works without even checking it (it will check after i point that it did not check, which is weird af), feels like its rushing to do something and not actually be grounded to truth.", "link": "https://www.reddit.com/r/google_antigravity/comments/1w5i29e/review_of_gemini_38_flash_from_a_person_who/p7nusiq/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i do that, it's still not good at making secure apps and testing", "link": "https://www.reddit.com/r/google_antigravity/comments/1wzp89q/did_38_flash_get_better/pedz5tt/"}]}}, "verify.agent_code_review": {"praise": 12, "complaint": 14, "n": 26, "weighted": {"praise": 9.64, "complaint": 8.79}, "praiseShare": 46.2, "ci95": [28.8, 64.5], "regard": 0.4673, "regardCi95": [0.439, 0.493], "salience": 0.4, "receipts": {"praise": [{"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity @google @sundarpichai \nno fu**ing way... fable 5.1 on high has admitted that “argon's review is largely valid. i've reviewed the points raised against the code and updated the document.” argon had to improve on fable's plan.", "link": "https://twitter.com/1721590682953859072/status/2111060435613225076"}, {"date": "2026-09-29", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i did a code review, gemini 3.8 flash found 10-12 issues and also highlighted syntax error in one python file. \nwhile gpt 5.6 sol, cried with 2-3 random suggestions ", "link": "https://www.reddit.com/r/google_antigravity/comments/1ws8p4o/can_someone_explain_this_to_me_please/pcub3no/"}], "complaint": [{"date": "2026-09-18", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i was also feeling this. my 1st usecase for the antigravity is to review my code, but somehow it became giving more pointless and shorter reviews recently, i mean like this week. i don't know there's a secret intelligence limit set related to recent performance issues or slowdown ai development meme.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wjlepn/is_it_me_or_the_38_flash_is_slow_and_stupid_lately/pakdvj0/"}]}}, "verify.change_review_ui": {"praise": 10, "complaint": 25, "n": 35, "weighted": {"praise": 6.44, "complaint": 15.22}, "praiseShare": 28.6, "ci95": [16.3, 45.1], "regard": 0.4859, "regardCi95": [0.468, 0.503], "salience": 0.5, "receipts": {"praise": [{"date": "2026-09-28", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i want what ag ide offers: per edit viewing, like you directly select the edits file from prompted changed files and you see the code\ni don't think i saw that in claude (which i used way back with an api powered model)", "link": "https://www.reddit.com/r/google_antigravity/comments/1wqme6m/wtf_is_going_on/pcjgd98/"}, {"date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "agy ide is so needed rn\n \nthe extension makes it hard to see the changed lines and the agy ide keeps it super simple. \nyou might not understand what i mean but in case of ide, you see changed files, you can click on them and do next next next to see multiple changes in the same file, approve or reject them and very easily switch changed files. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1wy3xmf/whats_the_point_of_antigravity_ide/pdzc941/"}], "complaint": [{"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "i always ran into the same bottleneck using antigravity 2.0: i ended up opening vs code or another ide just to clearly see the git pending tasks and manage the repo. i decided to solve this at the root by creating an extension: the git & github hub. 🧵👇@antigravity [link]", "link": "https://twitter.com/66012464/status/2110410673360683327"}, {"date": "2026-09-26", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "same. hard to track changes in vs code with the ag extension \nand alarmingly, the only good ide ag ide is now no longer showing changed files either. i must track it via git changes. \nwell... ", "link": "https://www.reddit.com/r/google_antigravity/comments/1wqlqcg/bug_generated_file_changes_disappear_after/pc6vbqr/"}, {"date": "2026-09-11", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "the '.git/index crashing issue' seems fixed in v1.3.0.\nbut now, clicking 'accept all' just reverts all modified files back to unmodified.\ndoes agy mistake \"accept all\" for \"reject all\"?", "link": "https://www.reddit.com/r/google_antigravity/comments/1wdhr6h/an_issue_in_antigravity_ext_in_vscode_accept_all/"}]}}, "ui.display_settings": {"praise": 49, "complaint": 205, "n": 254, "weighted": {"praise": 28.65, "complaint": 127.22}, "praiseShare": 19.3, "ci95": [14.9, 24.6], "regard": 0.4141, "regardCi95": [0.386, 0.444], "salience": 3.7, "receipts": {"praise": [{"date": "2026-10-13", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "a feature i really love in @antigravity is the /𝗴𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲_𝘂𝗶 slash command which allows me to have some interactive &amp; live widgets in the chat.\nlike in this example where i display the progress of my running @langchain4j integration tests: [link]", "link": "https://twitter.com/14441858/status/2109936820318277647"}, {"date": "2026-10-13", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "huge shoutout to @antigravity for finally fixing the inconsistent scrollbars—my biggest ui pet peeve. having them only appear when needed makes the interface look so much cleaner. bravo! 👏", "link": "https://twitter.com/2056251/status/2110023889858277456"}, {"date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "no issues here but the chat search and copy and paste functions are nice. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0owd7/antigravity_20_2211/pemksya/"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@_mohansolo @antigravity agy doesn't seem to have ctrl+r history search? and i can't send a pr because it's not open source? wtf folks 😭", "link": "https://twitter.com/1853296525373546496/status/2111635455406198848"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "tried agy on cli for gemini 4 and it cuts off some long lines in answers with ellipses. wut\n@_mohansolo @antigravity", "link": "https://twitter.com/972383157214474241/status/2111688430589751477"}, {"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "yo @google @antigravity please add the option to select a folder with the file explorer, after the project has been created, back. i am not copying and pasting file path. why remove it in the first place?? [link]", "link": "https://twitter.com/1308138857964212230/status/2111433741050474680"}]}}, "ui.session_history": {"praise": 9, "complaint": 80, "n": 89, "weighted": {"praise": 5.04, "complaint": 54.47}, "praiseShare": 10.1, "ci95": [5.4, 18.1], "regard": 0.4409, "regardCi95": [0.421, 0.463], "salience": 1.3, "receipts": {"praise": [{"date": "2026-09-24", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "yes it did, and now even after electricity goes off or other things happens the coversations stays still", "link": "https://www.reddit.com/r/google_antigravity/comments/1we8c6m/lost_all_my_work_today_again/pbsgj4x/"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "the 2.0 also do that, i found it easier to manage multiple conversations / session, with the same access to terminal", "link": "https://www.reddit.com/r/google_antigravity/comments/1w4ikza/antigravity_20_vs_cli_for_large_projects/p7do0r8/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "praise", "text": "no i mean for codex i can't undo a chat as soon as i press it it says something like git is required for this acttion.. but in antigravity i can simply click on undo to any last message and it undoes it cleanly.. without me doing anything..\nso can claude code undo to any last chat too?? i don't want to deal with setting up git for every single project.. because this makes codex very annoying to use..", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wufk1u/gemini_4_is_out_the_competition_has_woken_up/pd8hd71/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "same here, even for newly created chats after a couple of hours they dissapear", "link": "https://www.reddit.com/r/google_antigravity/comments/1x84imq/after_antigravity_140_update/phb87fd/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "same. i have even done fresh install on latest version and chats still keep disappearing", "link": "https://www.reddit.com/r/google_antigravity/comments/1x84imq/after_antigravity_140_update/phbhduv/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "after updating, my chat history in the remote control web is gone. is anyone has the same issue?", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6whtv/antigravity_cli_releases_v132_v136/ph0x4y8/"}]}}, "ui.interrupt_steer": {"praise": 9, "complaint": 13, "n": 22, "weighted": {"praise": 3.94, "complaint": 7.72}, "praiseShare": 40.9, "ci95": [23.3, 61.3], "regard": 0.4946, "regardCi95": [0.483, 0.506], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-24", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "ctrl+enter to send the message while the agent is still running in @claudeai code, after recent update !!!\nglad that at least @grok cli and @antigravity have already done these optimizations for user interaction with coding agents.\njust waiting for their better and cheaper models now.\ngrok 4.7 and 4.6 are too expensive… and ngl, gemini 4 is still a myth at this point. 😂", "link": "https://twitter.com/1500117043391397894/status/2103200620379537819"}, {"date": "2026-09-05", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "i started using antigravity cli myself recently. really like the agent team design there. once you start the teamwork-preview, the main session is still available to communicate and update and do proper course corrections. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1w6h936/google_claims_are_correct_guys/p7vrf8s/"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@adhidesign @googledeepmind @antigravity in cursor, if i stop a running agent, my submitted prompt returns to the textarea so i can quickly edit and resubmit it.\nin antigravity, i have to copy the prompt manually.\npreserve the prompt when stopping the agent.", "link": "https://twitter.com/1135175156576313344/status/2107358145609900064"}, {"date": "2026-09-27", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i suggest you implement missing features that are still needed (like steering), rather than redundant features that went out of style more than 6 months ago.", "link": "https://twitter.com/14228971/status/2104137839525126361"}, {"date": "2026-09-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity please, antigravity lacks real-time answers when you send a question when it's already running, antigravity is the only one of the agentic ais that's like that. you send a question in the middle of execution and it only responds when it's finished the whole process.", "link": "https://twitter.com/139495776/status/2100203090775302535"}]}}, "surfaces.remote_mobile": {"praise": 59, "complaint": 52, "n": 111, "weighted": {"praise": 35.72, "complaint": 30.99}, "praiseShare": 53.2, "ci95": [43.9, 62.2], "regard": 0.4916, "regardCi95": [0.464, 0.519], "salience": 1.6, "receipts": {"praise": [{"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "got a chromebook hanging around sleeping? keep it open, install linux, install @antigravity, then setup remote control and have it build things for you with gemini 4 argon, all from your phone. \ni've been having it make and install custom watch faces for my @google pixel watch.", "link": "https://twitter.com/2070686785227612162/status/2111491729207537944"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@seraandroid @rseroter @antigravity remote control is my favourite feature launch of 2026. having access to my coding agent from my phone has been so cool. there have been plenty of times where i'm out and have a cool idea to build out. remote control makes that easy!", "link": "https://twitter.com/68870728/status/2110245573408477326"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "this is rad! 🤯 \ni now have my own, private @antigravity remote control. using the watcher script and a bit of scripting i can now talk on one machine using speech-to-text, and get the content automatically submitted in an instance of 2.0.\n#buildinpublic [link]", "link": "https://twitter.com/112247147/status/2110404817348603906"}], "complaint": [{"date": "2026-10-15", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@rodydavis @jkirstaetter @antigravity @officiallogank @shengzheyao @nohedev yeah, that was a bummer -- i logged in via google cloud + project id, to use api credits for argon, to find that remote functionality is unavailable.", "link": "https://twitter.com/2985417865/status/2110837746311045382"}, {"date": "2026-10-06", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "yeah i am doing that but i did not like the remote overlay from an small iphone so right now i am using hermes via telegram to trigger „ask antigravity“ skill", "link": "https://www.reddit.com/r/google_antigravity/comments/1wyfgc5/i_just_ran_google_antigravity_from_my_phone/pe9gtxa/"}, {"date": "2026-10-06", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@adhidesign @googledeepmind @antigravity put antigravity cli remote-control into gemini app or create an antigravity app for cli remote-control access. i hate are web version", "link": "https://twitter.com/1681911791331450880/status/2107379093344030763"}]}}, "surfaces.cloud_sessions": {"praise": 11, "complaint": 11, "n": 22, "weighted": {"praise": 7.03, "complaint": 6.5}, "praiseShare": 50.0, "ci95": [30.7, 69.3], "regard": 0.4978, "regardCi95": [0.483, 0.512], "salience": 0.3, "receipts": {"praise": [{"date": "2026-09-23", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "connected google @antigravity directly to @googlecolab , and the workflow is ridiculously smooth.\nfrom a simple prompt in my editor, an ai agent queried live ethereum data, crunched slippage models on a cloud tesla t4 gpu, updated a google sheet, and saved the report to drive.\nzero compute burned locally. just prompt, let the agent work in the cloud, and check the output", "link": "https://twitter.com/2735935276/status/2102745227542900795"}], "complaint": [{"date": "2026-10-07", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity now that codex and claude code can run in the cloud, please bring cloud support to antigravity as well.\nthis upgrade is essential ahead of the gemini 4 argon release.\nrunning it locally puts too much strain on my pc, making it hard to use.", "link": "https://twitter.com/1822247631394902016/status/2107634356043075757"}, {"date": "2026-10-03", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity this is too local. ideally you should be able to use it like devin where the whole workflow is on the cloud.", "link": "https://twitter.com/14183440/status/2106324605199941676"}, {"date": "2026-09-06", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "this. google is the cloud service. and what do we get? we host their app on a local server to access it via mobile? \ngive me a vps in acloud enviroment the antigravity runs on where i can save all the stuff like skills, wikis etc.", "link": "https://www.reddit.com/r/google_antigravity/comments/1w8qpa4/antigravity_remote_control_on_iphone_surprisingly/p87n51b/"}]}}, "rel.service_errors": {"praise": 8, "complaint": 186, "n": 194, "weighted": {"praise": 4.76, "complaint": 112.77}, "praiseShare": 4.1, "ci95": [2.1, 7.9], "regard": 0.4544, "regardCi95": [0.408, 0.502], "salience": 2.8, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@sethforprivacy switched to @antigravity and haven’t had an outage... eyeing a @frameworkputer for local since my asus rog only has a 970m", "link": "https://twitter.com/1246981506897231872/status/2095632432401674245"}], "complaint": [{"date": "2026-10-17", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "after the 5th attempt to get @antigravity argon to create a game - i have given up. every attempt has resulted in \"model not available\" and then the job cancelling after 9 retries. anyone else finding argon impossible to use atm?", "link": "https://twitter.com/1630452238593437696/status/2111272450554286421"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "gemini 4 argon unavailable in @antigravity!\nseems like compute issues.", "link": "https://twitter.com/1208471513180983296/status/2111042258275311809"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "antigravity sucks @antigravity \ntrying out the 5x ultra plan.\n@officiallogank not one session running for long time. agent just terminates due to model unavailability. [link]", "link": "https://twitter.com/1208471513180983296/status/2111092305168105973"}]}}, "rel.response_speed": {"praise": 206, "complaint": 554, "n": 760, "weighted": {"praise": 108.67, "complaint": 359.43}, "praiseShare": 27.1, "ci95": [24.1, 30.4], "regard": 0.4635, "regardCi95": [0.429, 0.496], "salience": 11.1, "receipts": {"praise": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "mine high doesnt takes much time for analysis. it still fast enough in my standard. maybe bc i have some plugin installed to stop it from overanalyzing or not analyzing at all and do more on the task. but idk.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8apd0/is_it_just_me_or_gemini_38_flash_is_damn_slow/phbv3p8/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "for me it is fast, on ultra 20 for context, i mean compared to opus 5.5 or gpt", "link": "https://www.reddit.com/r/google_antigravity/comments/1x53uib/gemini_4_argon/pgj53el/"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "it really does, but it is fast as fuck boi. i've switched to using it to finding the issues in my code base and then switch back to flash for surgical code generation.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5a2i8/argon_3_hours_of_testing/pgkqjaf/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "bro it took 45 second for gemini 3.8 flash to change git branch to another", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8apd0/is_it_just_me_or_gemini_38_flash_is_damn_slow/phbjn89/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "what’s appalling is being an ultra user i tend to live with this slowness", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8apd0/is_it_just_me_or_gemini_38_flash_is_damn_slow/phbtpg5/"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "what is slow is 3.8, try downgrading to 3.7 and you will see changes.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8h0q6/agy_is_very_slow_gemini_38_medium/phcwqn7/"}]}}, "rel.client_failures": {"praise": 13, "complaint": 302, "n": 315, "weighted": {"praise": 7.42, "complaint": 176.13}, "praiseShare": 4.1, "ci95": [2.4, 6.9], "regard": 0.4335, "regardCi95": [0.384, 0.483], "salience": 4.6, "receipts": {"praise": [{"date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "as a heavy user of antigravity, i have yet yo encounter this error", "link": "https://www.reddit.com/r/google_antigravity/comments/1wzqtwr/another_day_of_gemini_3_pro_losing_its_mind/pee2pn3/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "works for me. i don’t have any bugs mentioned in this thread", "link": "https://www.reddit.com/r/google_antigravity/comments/1wbmhwn/vscode_agy_extension_is_the_chefs_kiss/p8ure3b/"}, {"date": "2026-09-03", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@grok @alexfinn @sama hey grok, have you recovered from that attack on azure? hahahaha i needed you here in the cli, i had to look for @antigravity who didn't crash, hahahaha", "link": "https://twitter.com/1915843566300971008/status/2095627807456157770"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity just a heads up: the multi-agent validation run generated over 405 execution steps, 400kb of raw jsonl logs, and rendered multiple image outputs. the electron/chromium ui renderer encountered a gpu/memory freeze while rendering the high-density streaming logs.", "link": "https://twitter.com/3468547097/status/2111927471558045842"}, {"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i had a long session that didn't overuse anything, and when i came back my agy was a blank screen.", "link": "https://twitter.com/3468547097/status/2111927593918468209"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "horrible. could not complete two requests without freezing the app and losing the result. i asked again and it froze again. i asked him if this was how he was going to compete with claude and told him to f*** off.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6zlh0/argon_is_now_available_for_pro_users/ph0r9tw/"}]}}, "rel.update_breakage": {"praise": 17, "complaint": 93, "n": 110, "weighted": {"praise": 9.99, "complaint": 60.44}, "praiseShare": 15.5, "ci95": [9.9, 23.4], "regard": 0.5159, "regardCi95": [0.474, 0.56], "salience": 1.6, "receipts": {"praise": [{"date": "2026-09-22", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "for me, it’s the other way round – before, i was in the same situation as you are now. but since the latest updates, everything’s working", "link": "https://www.reddit.com/r/google_antigravity/comments/1wmad7c/they_are_ruining_antigravity_20/pbczkuw/"}, {"date": "2026-09-11", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "thanks! i thought it would be way more complicated. just updated gemini cli to agy cli and it works perfectly!\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wd9kdl/multiple_ai_agents_on_the_same_project_in_vs_code/p94nbel/"}, {"date": "2026-09-09", "source": "Reddit", "community": "r/google_antigravity", "polarity": "praise", "text": "update to 2.0.\nit still has an ide, and it works very well.\njust make sure to properly uninstall 1.2 ", "link": "https://www.reddit.com/r/google_antigravity/comments/1waq0rs/is_it_time_to_upgrade/p8pcr19/"}], "complaint": [{"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "well, for this specific case is a no-no for me. i'd been facing this for months, finding fixes with the agent is not helpful. somehow it is restored once after a specific update, but now i'm facing it again.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x83cx3/attempting_to_restore_the_sidebar/ph9ufdb/"}, {"date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "polarity": "complaint", "text": "same the dragging of files kinda killed my need for the idea as well as other updates in the app.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph4p092/"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity when are you fixing the bug on the \"scroll\" feature that can with recent updates?", "link": "https://twitter.com/1177140526778408960/status/2110976887421821245"}]}}, "account.support": {"praise": 12, "complaint": 87, "n": 99, "weighted": {"praise": 6.21, "complaint": 56.11}, "praiseShare": 12.1, "ci95": [7.1, 20.0], "regard": 0.4832, "regardCi95": [0.452, 0.515], "salience": 1.5, "receipts": {"praise": [{"date": "2026-10-08", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@vznrw @vzniedersachsen @google @antigravity has given the chillguy account the €5.59 back - i can't find the post anymore, i just had a limit, i'm still shocked 🤯 but it's very good 🥹😊 [link]", "link": "https://twitter.com/1897779361178148864/status/2108005654111650089"}, {"date": "2026-10-03", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@antigravity @_mohansolo i'm gonna assume my rant made them correct it. thanks @antigravity ily [link]", "link": "https://twitter.com/1751885469233942528/status/2106323910182731923"}, {"date": "2026-09-27", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@1994aab @petergyang @antigravity you can always use /feedback in the agy client :)\ni also have an enterprise account, the support there is awesome, you can open support tickets via gcp, that channel works well.", "link": "https://twitter.com/145722617/status/2104164761198059814"}], "complaint": [{"date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "i don't mind the money much i only got the 8.99 usd/mo discount they're heavily advertising at universities in [address] for the pro plan (first four years only) but still stings how there's no communication whatsoever", "link": "https://www.reddit.com/r/google_antigravity/comments/1x57x1m/ai_pro_new_ai_plus/pgtww27/"}, {"date": "2026-10-15", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity @googledeepmind @google are you going to continue ignoring the issues your own users are experiencing with antigravity and the gemini app?! [link]", "link": "https://twitter.com/1896160400716267520/status/2110792347567173798"}, {"date": "2026-10-14", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity it's mind boggling how much of a fuck you give about what pro users are telling you under all posts!", "link": "https://twitter.com/848501249880272896/status/2110420227007643818"}]}}, "account.billing_errors": {"praise": 0, "complaint": 26, "n": 26, "weighted": {"praise": 0.0, "complaint": 19.24}, "praiseShare": 0.0, "ci95": [0.0, 12.9], "regard": 0.4767, "regardCi95": [0.468, 0.486], "salience": 0.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity i paid for the 100 plan and an hour later upgraded to the 200 plan. did i not get credit for the 100? just got charged 300", "link": "https://twitter.com/2033811870260596737/status/2111868942151254181"}, {"date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "[link]\ni’ve had the 18-month pro plan for a year now, but it’s still not active for me.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8aaby/is_gemini_4_argon_available_on_google_antigravity/phc3s25/"}, {"date": "2026-10-16", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@clmt @antigravity so i got off on pro plan but it isn’t considered paid despite paying? that’s weird. will cancel", "link": "https://twitter.com/108647274/status/2111043946923032822"}]}}, "account.bans_restrictions": {"praise": 4, "complaint": 118, "n": 122, "weighted": {"praise": 1.71, "complaint": 62.46}, "praiseShare": 3.3, "ci95": [1.3, 8.1], "regard": 0.4491, "regardCi95": [0.428, 0.479], "salience": 1.8, "receipts": {"praise": [{"date": "2026-09-03", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "@evanotero @antigravity thank you, that's extremely important. i had stopped using gemini completely, just because my google account is too important for me to risk losing it.", "link": "https://twitter.com/2075343953415589888/status/2095654075664572436"}], "complaint": [{"date": "2026-10-08", "source": "Reddit", "community": "r/AI_Agents", "polarity": "complaint", "text": "after the great banning (including mine) of gemini antigravity users this spring who used openclaw/agentic software i am never going back to using a google sub for agentic development (won’t even try it). you won google!", "link": "https://www.reddit.com/r/AI_Agents/comments/1x0gagy/how_to_use_gemini_pro_subscription_for_creating/pem8qvp/"}, {"date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "my account also disable, how to appeal? i can't add any number to verivied because google refuse that number.. even i use other number too", "link": "https://www.reddit.com/r/google_antigravity/comments/1wbqdaj/account_disabled/peejqge/"}]}}, "account.data_privacy": {"praise": 1, "complaint": 26, "n": 27, "weighted": {"praise": 0.71, "complaint": 14.12}, "praiseShare": 3.7, "ci95": [0.7, 18.3], "regard": 0.4837, "regardCi95": [0.473, 0.496], "salience": 0.4, "receipts": {"praise": [{"date": "2026-09-30", "source": "X", "community": "@antigravity", "polarity": "praise", "text": "i appreciate you @google for unticking the data use box by default in @antigravity [link]", "link": "https://twitter.com/2079329580654153728/status/2105411061511852428"}], "complaint": [{"date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "you can turn off the telemetry. that's it. there isn't a lot of clarity on training on user data. i am planning to stop using antigravity for this reason.\n[[link]", "link": "https://www.reddit.com/r/google_antigravity/comments/1r90ery/so_is_there_actually_a_clear_answer_to_how_data/pervnt2/"}, {"date": "2026-09-27", "source": "X", "community": "@antigravity", "polarity": "complaint", "text": "@antigravity you should give an option to opt out while setting up antigravity itself. this is a dark pattern where people will just agree and later either forget to opt-out or forget about it after trying to dig through the settings to find it! [link]", "link": "https://twitter.com/1013749216387256322/status/2104104816423453001"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/google_antigravity", "polarity": "complaint", "text": "oh yeah, and all those files/\"prompts\" are shared with google, which you've permitted to use said files for model training. and you have no way to opt out.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wnfcoo/has_antigravity_started_aggressively_scanning/pbh2a2k/"}]}}}, "requests": {"authorWeeks": 2873, "themes": [{"theme": "Newest flagship model on the Pro plan", "criterion": "models.catalog_access", "authorWeeks": 183, "posts": 208, "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity it seems that i'm the only one in the world still using antigravity ide. why can't argon be used in the ide yet?", "link": "https://twitter.com/984631526980816896/status/2111852939526775290"}, {"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity what about of antigravity ide, can you add argon here?", "link": "https://twitter.com/1945835400213200897/status/2111783502928576877"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "why don't i have gemini 4 in the pro plan? wtf i only have it in the gemini search. not in gravity cli.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x70nez/gemini_4_argon_for_pro_users_has_a_different/phcn8iu/"}]}, {"theme": "Release Gemini 4 / Argon models", "criterion": "models.catalog_access", "authorWeeks": 79, "posts": 86, "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "continue the good work. we need a proper flash model to pair with argon next!", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7xc0v/wow_argon_is_finally_a_bit_usable_in_pro_now/ph9kq0x/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i think its only good for special cases. lets hope that they release gemini 4 flash and pro sometimes soon so we have good all-rounders, that way argon can be our \"6 astra\" for super tough tasks.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph1888a/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@rodydavis we urgently want gemini 4 flash @geminiapp @google @antigravity @officiallogank", "link": "https://twitter.com/2086871787862708224/status/2110992281771630998"}]}, {"theme": "Update outdated third-party model versions", "criterion": "models.catalog_access", "authorWeeks": 61, "posts": 64, "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity newer claude models if its going to take months to drop the next gemini", "link": "https://twitter.com/1888643690085691392/status/2107556538944741413"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity please get rid of gpt oss model and introduce the most recent versions of claude sonnet and opus.", "link": "https://twitter.com/2030987812213051392/status/2107556476147610100"}, {"agent": "antigravity", "date": "2026-10-02", "source": "Reddit", "community": "r/google_antigravity", "text": "they alreay have em: opus 4.6 and sonnet 4.6 are available in antigravity. i think op was referring to adding the frontline models, like sonnet 5.5 or opus 5.5 \nthat ain't gonna happen, tho. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1wvo76s/claude_sonnet_5_spotted_in_agy/pdf5qvx/"}]}, {"theme": "Subscriptions usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 53, "posts": 53, "examples": [{"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "stop this madness google, nobody will use your harness among the other 3000 existing ones. just give us permission to use the tokens via oauth in other harnesses and call it a day. much love", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0etjc/antigravity_2_v2211_cli_v1215_v131_releases/pel290z/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity allow us to use third party harnesses so we don’t have to use anti gravity.", "link": "https://twitter.com/33048677/status/2107483201006694603"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity let people use the subscription outside of the native harness as well. would instantly make me subscribe.", "link": "https://twitter.com/1053130099086618624/status/2107443046862278810"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 52, "posts": 56, "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "forget jio, giving paying users usable limits. 5% per prompt is unacceptable. i had it research and create (2 prompts) working heart pumping fluid simulation and it consumed 59% of my usage !!", "link": "https://www.reddit.com/r/google_antigravity/comments/1x59r6k/argon_for_pro_plan_even_for_jio/ph57iq0/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity out of tokens. you need to figure something out.", "link": "https://twitter.com/1364413856/status/2111179292147327422"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity you have further limited plus users. we are still stuck on flash 3.6. now we won't even have access to the pro models. you limited the notebook, you limited antigravity, you limited gemini. i hope you improve the service for plus users.", "link": "https://twitter.com/1475166774014492678/status/2111159387481887074"}]}, {"theme": "Equal model access for promo and student subscribers", "criterion": "models.catalog_access", "authorWeeks": 44, "posts": 47, "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "it is so d*mb.... what's coming next? paid pro plan users can use models, but \"gifted\" pro users can open agy only and do nothing? stop giving these promotions then...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/phgwxct/"}, {"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@vipinxtwt jio promised 18 months of google ai pro. fix the antigravity restrictions and give jio pro users access to gemini 4 argon and the benefits they were promised. @jiocare @reliancejio @google @googleindia @vamsibatchuk @sundar\n@geminiapp @antigravity @googleai", "link": "https://twitter.com/1578148914628153344/status/2111739310961762756"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "why not? like i’m annoyed the student/jio pro plans don’t get argon in agy and stuff… but this is free, just do it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7o84m/sorry_google_i_will_be_careful_now_and_not_take/ph8orp4/"}]}, {"theme": "One-time immediate usage reset", "criterion": "limits.reset_schedule", "authorWeeks": 40, "posts": 41, "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@elizabethg61076 @joshwoodward @antigravity @officiallogank wow. that might of happened to me! think we need a reset of the argon usage!", "link": "https://twitter.com/1074898346932752384/status/2111175901325271063"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity i blew through a week worth of tokens in one day,\nreset me!", "link": "https://twitter.com/1742039820225175552/status/2111160798051492346"}, {"agent": "antigravity", "date": "2026-10-06", "source": "Reddit", "community": "r/google_antigravity", "text": "exactly i felt the same for gemini it used shit tons of tokens yesterday, they should fix it asap and should give us a reset. and talking about claude its just for name sake i guess.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wygnf4/google_ai_pro_plan_decreased_antigravity_tokens/pe66hsn/"}]}, {"theme": "Higher limits for specific models", "criterion": "limits.plan_value", "authorWeeks": 35, "posts": 35, "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "once google fixes their usage limits argon will be better than claude, argon is much more capable able to fix issues opus was struggling with. once we get more usage limits for argon on pro i’m going to remove my claude subscription", "link": "https://www.reddit.com/r/google_antigravity/comments/1x81ozy/is_this_time_to_switch_from_antigravvity/ph9q481/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "honestly, i'd rather have higher token li0mits with a decent model than a flagship model with restrictive usage caps", "link": "https://www.reddit.com/r/google_antigravity/comments/1x75mgm/gemini_4_argon_gemini_38_flash_via_token_usage/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@tigerjpeg @antigravity argon is such a good model that i burned through my quota in just a few turns\n—anyway, when does the quota reset?\nam i being too greedy?\n🫪🫪🫪🫪🫪\ni really, really need the kind of opus 5.5 capacity you get with a claude pro subscription.", "link": "https://twitter.com/1895769938176225280/status/2111087795406270969"}]}, {"theme": "Keep older models available", "criterion": "models.catalog_access", "authorWeeks": 33, "posts": 34, "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity it would have been better if sonnet 4.6 had remained available on promotional plans even after november 2, offering only 3.8 flash is such a bad decision", "link": "https://twitter.com/1292582087426322432/status/2111839388871348707"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i really wish they didn't remove the 3.1 pro model in antigravity. i don't trust the flash models to do any work needing analytical depth, but i don't like the burn rates of argon.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph613iw/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "so they removed 3.1 pro which had decent limits just to give us a tiny argon limit ? i would have preferred to keep 3.1 pro...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph2a6ym/"}]}, {"theme": "Restore removed models", "criterion": "models.catalog_access", "authorWeeks": 32, "posts": 34, "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity bring back 3.1 pro. argon was way too much for some simple task, flash on the other hand was not it for long task", "link": "https://twitter.com/941670051060391936/status/2111500033157906638"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "the real problem is not that 4 isn't available in antigravity for pro users, but that 3.1 pro has been removed. there's no model more suitable for planning available unless (i assume) you use a payg api key.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6gz05/unacceptable_ai_pro_downgrade_antigravity_cli/pgz4ndq/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "3.8 is kind of just... the king of overcomplicating and getting everything wrong. it's pretty annoying imo. 3.7 was pretty dope. would like it back too.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5yzgi/please_bring_back_gemini_37_flash/pgti28a/"}]}, {"theme": "Opus 5.5 model support", "criterion": "models.catalog_access", "authorWeeks": 27, "posts": 29, "examples": [{"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "@antigravity \nwhy i don't see opus 5.5 and sonet 5.5 ? [link]", "link": "https://twitter.com/2807255978/status/2107159747921146304"}, {"agent": "antigravity", "date": "2026-10-03", "source": "Reddit", "community": "r/google_antigravity", "text": "just saw the update that they released opus 5.5 in antigravity, but it is showing that it is only available for pro users while i am already on the pro plan. can someone help me regarding this?", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwko5h/no_opus_55_for_pro_users/"}, {"agent": "antigravity", "date": "2026-10-03", "source": "X", "community": "@antigravity", "text": ".@antigravity i have ai pro because i pay for a google fi subscription and purchased a phone from google. that is not the same as a promo, that is a purchase add on. i'm also a paid cloud billing user with paid api keys. why can i not access opus 5.5 in antigravity?", "link": "https://twitter.com/15338822/status/2106475109863076191"}]}, {"theme": "Google/Gemini subscription usable in other harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 24, "posts": 25, "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@googleai @sundarpichai @geminiapp we need an upgrade for google @antigravity so you use gemini 3.8 as a subagent and argon 4 as an orchstrator and while your on it maybe a sign in option for gemini user for hermes @nousresearch #feedback", "link": "https://twitter.com/2028221376092581888/status/2111119549890531358"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity and aistudio?!? can we get at least some credit with our gemini pro plus subscription?????", "link": "https://twitter.com/1836115356915539968/status/2110975698760307030"}, {"agent": "antigravity", "date": "2026-09-27", "source": "Reddit", "community": "r/google_antigravity", "text": "google needs to remove the restriction of using google ai subscription only inside agy otherwise you get banned. gemini 3.8 is good but agy is kinda shitty would be cool to use the model in something like opencode", "link": "https://www.reddit.com/r/google_antigravity/comments/1wrh0mx/gemini_38_in_alternative_harnesses/pcd2rek/"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 332, "negative": 700, "positiveShare": 32.2, "ci95": [29.4, 35.1]}, {"week": "2026-09-07", "positive": 220, "negative": 455, "positiveShare": 32.6, "ci95": [29.2, 36.2]}, {"week": "2026-09-14", "positive": 236, "negative": 684, "positiveShare": 25.7, "ci95": [22.9, 28.6]}, {"week": "2026-09-21", "positive": 237, "negative": 666, "positiveShare": 26.2, "ci95": [23.5, 29.2]}, {"week": "2026-09-28", "positive": 238, "negative": 664, "positiveShare": 26.4, "ci95": [23.6, 29.4]}, {"week": "2026-10-05", "positive": 197, "negative": 756, "positiveShare": 20.7, "ci95": [18.2, 23.4]}, {"week": "2026-10-12", "positive": 248, "negative": 1189, "positiveShare": 17.3, "ci95": [15.4, 19.3]}], "weeklyScore": 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picked the same 3 models for a project in warp factory and avg pr cost was around 30 to 50 % lower. now half way trough the project and doing a optimization run first before more project work items see if we can get that number lower. so far really happy with the factory preview 👌", "link": "https://twitter.com/141649554/status/2095943106507973029"}], "complaint": [{"date": "2026-10-06", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev it doesn't work, each message indicates that the subscription has ended and the agent's work is cut off.", "link": "https://twitter.com/243020520/status/2107480596087791916"}, {"date": "2026-09-25", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev @grok can you guys give us an hourly and weekly cap for a monthly subscription? this credit just isn’t enough at all.", "link": "https://twitter.com/1328696201969946627/status/2103573093574729975"}, {"date": "2026-09-23", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "just got access to the new @warpdotdev, then immediately abandoned sign up because they require payment before letting me do anything 😖\ni'm not gonna pay for something i cannot try first 🤷", "link": "https://twitter.com/867511/status/2102866306982969805"}, {"date": "2026-09-22", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "ran out of my monthly @warpdotdev credits from a single prompt change to a docker container. maybe the legacy plan i'm on is just useless now?", "link": "https://twitter.com/80764812/status/2102534429369303091"}, {"date": "2026-09-22", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@jmitch @warpdotdev one prompt change eating the month does make that legacy plan feel useless", "link": "https://twitter.com/1549055479875342336/status/2102537760498401692"}]}}, "setup": {"praise": 2, "complaint": 16, "n": 18, "weighted": {"praise": 1.34, "complaint": 9.39}, "praiseShare": 11.1, "ci95": [3.1, 32.8], "regard": 0.4855, "regardCi95": [0.475, 0.495], "salience": 12.5, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "til @warpdotdev supports sign in with chatgpt now\nno more janky build to add it myself 😂", "link": "https://twitter.com/22610703/status/2105069564124168587"}], "complaint": [{"date": "2026-10-02", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@anshumanai @warpdotdev it's a known bug where the out-of-credits gate blocks custom endpoints even with one selected: [link]", "link": "https://twitter.com/1042799721948098560/status/2105846796803100994"}, {"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev i just try but it doesn't display the openai sign-in option", "link": "https://twitter.com/2172602618/status/2104993809902047424"}, {"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev @zachlloydtweets does this mean that you guys have fixed the bug where you can only log in with one account? i’ve been locked out of my account for months because i logged in with google and not my github.", "link": "https://twitter.com/227366159/status/2105046556558922114"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/warpdotdev", "polarity": "complaint", "text": "is there any way to enable automatic update for warp, as everytime it is asking me update it manually instead of automatic or restart to update.\n[link]\n \nlet's say like every other apps are updating on restart or with single click its getting updated, why not warp alone.", "link": "https://www.reddit.com/r/warpdotdev/comments/1wd585l/cant_afford_restart/paizwvi/"}, {"date": "2026-09-18", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@vikvang1 @warpdotdev appreciate you asking:\n1. make byok / custom inference actually credit-free. i pointed warp at openrouter and the agent still bailed repeatedly on \"press y to confirm\" steps because i had no credits. if i'm using external inference, the harness shouldn't gate.", "link": "https://twitter.com/14132756/status/2100994479591411732"}]}}, "models": {"praise": 1, "complaint": 4, "n": 5, "weighted": {"praise": 0.35, "complaint": 2.36}, "praiseShare": 20.0, "ci95": [3.6, 62.4], "regard": 0.4977, "regardCi95": [0.492, 0.503], "salience": 3.5, "receipts": {"praise": [], "complaint": [{"date": "2026-09-15", "source": "Reddit", "community": "r/warpdotdev", "polarity": "complaint", "text": "i chose gpt 5.6 luna xhigh as my model, when it failed, fallback model opus 5 max continued, which rapidly consumes more credits. i can't stand it.", "link": "https://www.reddit.com/r/warpdotdev/comments/1oa0abo/warp_dirty_tactics_sonnet_45_thinking_uses_cheap/pa1hdbn/"}]}}, "context": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 0.85, "complaint": 0.42}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5021, "regardCi95": [0.498, 0.507], "salience": 2.1, "receipts": {"praise": [{"date": "2026-09-17", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "there’s no way they can continue offering these plans with all of us hammering on their servers basically all day every single day. had a sense this would come to an end. have basically been at it nonstop to get product advanced as far as possible.\nfyi….the grok $300 plan is incredible……soooo much programming. shit tons. way more than even codex 20x or claude max. i use all 3. \nalso, for grok….100% use it with warp. free to use warp…byom…bring your own model. gives me the context between tasks like we have on desktop programs for claude or codex.", "link": "https://www.reddit.com/r/codex/comments/1whlif0/support_just_told_me_they_arent_renewing_people/paad0jv/"}], "complaint": []}}, "work": {"praise": 15, "complaint": 5, "n": 20, "weighted": {"praise": 9.58, "complaint": 2.33}, "praiseShare": 75.0, "ci95": [53.1, 88.8], "regard": 0.5163, "regardCi95": [0.506, 0.53], "salience": 13.9, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "many people have shared how ai has helped them in surprising ways. here is mine!\nmy dual booted laptop was running very slow (along with the grub). i asked @warpdotdev to examine it and within ~5 min it was able to pinpoint the damaged charger.", "link": "https://twitter.com/1412064652465348614/status/2109618328985805287"}, {"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@warpdotdev sonnet in the warp agent cli is a fun combo. i keep wanting my terminal agent to feel this sharp on the everyday shipping chores.", "link": "https://twitter.com/1041829807011627009/status/2104737696438464846"}, {"date": "2026-09-15", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "warp terminal [warp.dev]([link]) has its own agent as terminal shell so you can quickly access it by typing prompt into terminal. it has byok so you can quickly launch it for your needs. \nquite good for simple tasks, bash, and system manintance ", "link": "https://www.reddit.com/r/AI_Agents/comments/1wh25jc/whats_a_minimal_and_extremely_fast_cli_coding/pa1xhny/"}, {"date": "2026-09-12", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@warpdotdev running more than one agent cli in the same terminal is the bit that saves us time. easy to lose track of which agent touched which repo otherwise.", "link": "https://twitter.com/1070947916917825536/status/2098682005764575595"}, {"date": "2026-09-02", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "every so often, i forget i can just use agents to fix my other agents… i went deep into manually debugging some issues when i updated my @openclaw to the current version, then realized i could just let the @warpdotdev agent do it all for me way faster. hard to break old habits 🤖", "link": "https://twitter.com/16102111/status/2095246367845192112"}], "complaint": [{"date": "2026-09-05", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@bholmesdev @warpdotdev also, /agent keeps trying to get \"oz\" involved... and i don't have oz credit and turned those features off.", "link": "https://twitter.com/8104092/status/2096030502507491385"}, {"date": "2026-09-02", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "i always come back to @warpdotdev not sure what it is.. the blend of the ui + libghostty. i hope file explorer and /agent gets improved.... no more side quests :) warp-cli, factories... i wish agent can manage the session for me.. right now it is useless even on glm5.3 flash", "link": "https://twitter.com/8104092/status/2095286699328782447"}]}}, "checking": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.42, "complaint": 0.42}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5, "regardCi95": [0.497, 0.503], "salience": 1.4, "receipts": {"praise": [], "complaint": []}}, "interface": {"praise": 16, "complaint": 17, "n": 33, "weighted": {"praise": 8.46, "complaint": 8.88}, "praiseShare": 48.5, "ci95": [32.5, 64.8], "regard": 0.507, "regardCi95": [0.492, 0.522], "salience": 22.9, "receipts": {"praise": [{"date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "never heard of warp, but over native terminal it's got all the benefits of iterm plus for claude code cli specifically i find the diff viewer and the session bar (on the right) is very nice for monitoring multiple agents across different cli sessions.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wovn0s/claude_code_integration_with_iterm2_is/pbvynqw/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "hell yeah! i also quite like warp for local sessions because it gives you file explorer for convenience.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wovn0s/claude_code_integration_with_iterm2_is/pbsaucy/"}, {"date": "2026-09-23", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "you can just view your markdown files in your @warpdotdev terminal, gotta love it.", "link": "https://twitter.com/861176555871113217/status/2102695197750575444"}, {"date": "2026-09-23", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "tried for a couple of days after seeing the hype. went back to warp. felt like there was some duplicate useless pane and i didn’t like the fact that i have to edit tab name everytime. on warp the tab take automatically the name of the harness session and display harness icon.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wojd4c/cloud_sessions_are_officially_available_and_out/pbnsljd/"}, {"date": "2026-09-17", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@nerddisco using @warpdotdev which is also great to keep all my agents and sessions in one place", "link": "https://twitter.com/214441761/status/2100549791549645292"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "my one complaint with @warpdotdev is still how they show reasoning as seperate models :|\ngimmie a slider in the ux and cleanup the giant model list 😞 [link]", "link": "https://twitter.com/22610703/status/2105075918813429804"}, {"date": "2026-09-28", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@aiandcloud @lxfater @warpdotdev warp always feels a bit awkward to use... it has a bit of a terminal and a bit of an editor feel, which is a bit uncomfortable mixed together. master zhang, do you have any guidance or suggestions?", "link": "https://twitter.com/969484233851879424/status/2104507265621643563"}, {"date": "2026-09-26", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev made a change that i hate so much... i used the terminal to get the full path of a file, so i just drag and drop the file over it, and i had the full path.. in this last update it goes from terminal to agency and the file is attached.. no way to get the full path", "link": "https://twitter.com/3718351337/status/2103829169302024470"}, {"date": "2026-09-20", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@bholmesdev @warpdotdev a little different. warp was in maximised view. i minimised it to move to second screen but i couldn’t drag it. i had to use alt + space to move it", "link": "https://twitter.com/1624472822503583744/status/2101765511021547822"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/warpdotdev", "polarity": "complaint", "text": "would be nice of warp to also bring back my 20 claude sessions. after restart, i need to manually find each of them, with some sharing paths", "link": "https://www.reddit.com/r/warpdotdev/comments/1wd585l/cant_afford_restart/p9i2k99/"}]}}, "reliability": {"praise": 6, "complaint": 18, "n": 24, "weighted": {"praise": 3.47, "complaint": 9.87}, "praiseShare": 25.0, "ci95": [12.0, 44.9], "regard": 0.5109, "regardCi95": [0.489, 0.534], "salience": 16.7, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@izadoesdev @warpdotdev @claudeai hmm i haven't found anything better/faster than warp\ni know a ton of people like ghostty\nwhy leave warp?", "link": "https://twitter.com/116830672/status/2111702703894347801"}, {"date": "2026-09-08", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "wow @warpdotdev with glm 5.3 is super cost efficient and fast. no brainer 💆♂️", "link": "https://twitter.com/84324573/status/2097445164159483988"}, {"date": "2026-09-03", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@devanshuxi @zeddotdev @warpdotdev @mitchellh yeah it is super fast than iterm !", "link": "https://twitter.com/1698865227864113152/status/2095454917637103899"}, {"date": "2026-09-19", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@samueljmcd only because @warpdotdev is so snappy and i can use berkeley mono (font) from @usgraphics in it 🫶 [link]", "link": "https://twitter.com/1598005566701551617/status/2101350790611042323"}, {"date": "2026-09-03", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "i’m not sure but i find @warpdotdev terminal much smoother and faster for local system work compared to hermes. i asked hermes to look into this open-design repo and configure it for my deepseek harness agent. it took much longer even though i provided exa ai and firecrawl api for web search. it still took over two minutes and gave me a detailed but cluttered result. in contrast, warp terminal did it in 30 seconds with a much smoother concise reply and suggestion.\nby the way, i’m using glm 5.3 flash via @deepinfra.", "link": "https://twitter.com/859077042129600516/status/2095579049729151354"}], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@branmcconnell @warpdotdev @claudeai it doesnt stop nor warn me, it closes and stops all my claude sessions every time", "link": "https://twitter.com/1915090306099245056/status/2111729777258176702"}, {"date": "2026-09-13", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev here is what i am talking about:\nlike bro... what are you \"checking...\" , \"installing...\"\njust let me connect.\nme: `ssh named_config_host&gt;`\nwarp: [link]", "link": "https://twitter.com/1309409339824840704/status/2099090914744434972"}, {"date": "2026-09-13", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "suggestions for a terminal for windows that would be similar to @warpdotdev but without the crashing problems? really like being able to jump between multiple claude sessions, like being able to quickly choose my directory without having to start a terminal in a directory, etc.", "link": "https://twitter.com/9409172/status/2099260300520206752"}, {"date": "2026-09-08", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "for the past few weeks, i've been experiencing increasing connection issues using warp.\n/agent what is the latest version of npm available\ni'm sorry, i couldn't complete that request.\nrequest failed with error: other(unexpected error occurred when fetching an id token: error sending request for url ([link]): client error (connect): dns error: failed to lookup address information: nodename nor servname provided, or not known\ncaused by:\n 0: error sending request for url ([link])\n 1: client error (connect)\n 2: dns error\n 3: failed to lookup address information: nodename nor servname provided, or not known)", "link": "https://twitter.com/1648778059519082500/status/2097359633736200688"}, {"date": "2026-09-14", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "warp has fallen so bad @warpdotdev \nterminal is massively bloated now. new tab opens with a visual lag.\nand when you provide feedback, some unapologetic dudes reply with no intention to fix. it was once my go to terminal but i am just waiting for my subscription to be over.", "link": "https://twitter.com/1624472822503583744/status/2099404156977201621"}]}}, "account": {"praise": 2, "complaint": 8, "n": 10, "weighted": {"praise": 1.0, "complaint": 4.67}, "praiseShare": 20.0, "ci95": [5.7, 51.0], "regard": 0.5049, "regardCi95": [0.492, 0.522], "salience": 6.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev i signed up for a build plan and now i am back on free after 4 days. scam!", "link": "https://twitter.com/30821285/status/2104964942554075192"}, {"date": "2026-09-19", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@vikvang1 @warpdotdev and that was exactly what i said. unapologetic customer support", "link": "https://twitter.com/1624472822503583744/status/2101155225738616985"}, {"date": "2026-09-19", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev windows app has unexpected bugs which i have lost count. now i am unable to drag it on the machine to move the window.\nbut warp customer support doesn’t care. how can a company go so pathetic after open sourcing their codebase 🤦🏽♂️", "link": "https://twitter.com/1624472822503583744/status/2101339256786677876"}, {"date": "2026-09-14", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "warp has fallen so bad @warpdotdev \nterminal is massively bloated now. new tab opens with a visual lag.\nand when you provide feedback, some unapologetic dudes reply with no intention to fix. it was once my go to terminal but i am just waiting for my subscription to be over.", "link": "https://twitter.com/1624472822503583744/status/2099404156977201621"}, {"date": "2026-10-13", "source": "Reddit", "community": "r/warpdotdev", "polarity": "complaint", "text": "a few months ago, i purchased some reload credits to help pad my usage. they were 6500 credits for $100.\nyesterday, i happened to notice that they are now offering just 5555 for the same $100. i don't know about anyone else, but i didn't receive any notice from them about a drop in credits per dollar. i asked support about it, and they confirmed it was changed and were kind of dismissive about it.\nif you have auto-reload enabled, you might want to check your settings... you may be reloading with less for the same price. \ni've been highly supportive of warp for a long time, but actions like that will definitely make me look for other tools once my year of build is done. ", "link": "https://www.reddit.com/r/warpdotdev/comments/1x4n1hb/think_twice_before_using_autoreload/"}]}}, "limits.plan_value": {"praise": 2, "complaint": 5, "n": 7, "weighted": {"praise": 0.85, "complaint": 2.79}, "praiseShare": 28.6, "ci95": [8.2, 64.1], "regard": 0.4969, "regardCi95": [0.49, 0.503], "salience": 4.9, "receipts": {"praise": [], "complaint": [{"date": "2026-09-25", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev @grok can you guys give us an hourly and weekly cap for a monthly subscription? this credit just isn’t enough at all.", "link": "https://twitter.com/1328696201969946627/status/2103573093574729975"}, {"date": "2026-09-16", "source": "Trustpilot", "community": "Trustpilot", "polarity": "complaint", "text": "the absolute worst ai in terms of value. 1 run of 2 hours = $250???? wow, just pathetic and sad. dont buy!!!!!!!!!!!!", "link": "https://www.trustpilot.com/reviews/6aaab8f43d942babfa230d59"}, {"date": "2026-09-05", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev @warpdotdev can we pls get a hourly and weekly sub i can’t keep paying $200 for just 18k credit that astra used up in a single day what’s going on with you guy common fix issues", "link": "https://twitter.com/1328696201969946627/status/2096304885310345583"}]}}, "limits.window_interrupts_work": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.13}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4984, "regardCi95": [0.496, 0.5], "salience": 1.4, "receipts": {"praise": [], "complaint": []}}, "limits.burn_rate": {"praise": 1, "complaint": 9, "n": 10, "weighted": {"praise": 0.35, "complaint": 4.59}, "praiseShare": 10.0, "ci95": [1.8, 40.4], "regard": 0.4955, "regardCi95": [0.489, 0.503], "salience": 6.9, "receipts": {"praise": [{"date": "2026-09-04", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "interesting picked the same 3 models for a project in warp factory and avg pr cost was around 30 to 50 % lower. now half way trough the project and doing a optimization run first before more project work items see if we can get that number lower. so far really happy with the factory preview 👌", "link": "https://twitter.com/141649554/status/2095943106507973029"}], "complaint": [{"date": "2026-09-22", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "ran out of my monthly @warpdotdev credits from a single prompt change to a docker container. maybe the legacy plan i'm on is just useless now?", "link": "https://twitter.com/80764812/status/2102534429369303091"}, {"date": "2026-09-22", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@jmitch @warpdotdev one prompt change eating the month does make that legacy plan feel useless", "link": "https://twitter.com/1549055479875342336/status/2102537760498401692"}, {"date": "2026-09-11", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@dharmesh @warpdotdev exactly. these small ux problems need fixing. i had one that another model kept missing, then astra solved it—but it was expensive. better results matter, but so does the cost of getting there.", "link": "https://twitter.com/1394401479704854536/status/2098528705609978111"}]}}, "limits.allowance_change": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.35}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4969, "regardCi95": [0.494, 0.5], "salience": 2.8, "receipts": {"praise": [], "complaint": [{"date": "2026-09-17", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "i was an early adopter of @warpdotdev. i advocated it to multiple teams - in defense, in security, in legal tech, in crypto. it was my daily driver across mac and linux. i paid (annually) for a beefy turbo plan before that went away.\nlast month my grandfathered acct lapsed.", "link": "https://twitter.com/14132756/status/2100587143458668863"}, {"date": "2026-09-04", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev i want to stay with you guys but i don't feel much appreciated as a customer. for many months i have never used those 10k tokens and i see going down to 1500 as simply a big downgrade. the issue is that i also don't need a $100/m subscription.", "link": "https://twitter.com/1468017497958133760/status/2095942100810350636"}, {"date": "2026-09-18", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@thecsbabe @warpdotdev @cerebras warp, cx was close to non-existent and at the time, they kept changing prices on existing users.\ncerebras, got a nice deal with openai, but i've seen how they operate. they're not real; it shows.\nheard nothing outside of the gpt codex 5.3 spark deal. ended up being nothing.", "link": "https://twitter.com/1898512810272763904/status/2101036082704109853"}]}}, "limits.reset_schedule": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "limits.usage_meter": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.84}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4975, "regardCi95": [0.494, 0.5], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-10-14", "source": "Reddit", "community": "r/warpdotdev", "polarity": "complaint", "text": "appreciate the insight. however, just fyi, the tool still only shows credits used, not currency used.", "link": "https://www.reddit.com/r/warpdotdev/comments/1x4n1hb/think_twice_before_using_autoreload/pgm0b9g/"}, {"date": "2026-10-11", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev is it chatgpt subscriptions or api? for some reason on my $200 openai plan says i have no tokens left when i have 98% on my openai plan", "link": "https://twitter.com/6035282/status/2109359924379898362"}]}}, "limits.prompt_cache": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.42, "complaint": 0.5}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5009, "regardCi95": [0.498, 0.506], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-18", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@vikvang1 @warpdotdev 4. pass prompt caching through on byok. your harness adds a big prefix every turn - without cache_control on anthropic endpoints, byok users pay full input price on the same 30k tokens each call!", "link": "https://twitter.com/14132756/status/2100995017749967068"}]}}, "billing.overage_charges": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "billing.pricing_clarity": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.42, "complaint": 0.5}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5104, "regardCi95": [0.499, 0.536], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-18", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@vikvang1 @warpdotdev 5. publish per-model credit costs. i can't predict spend based on credits alone as they're an opaque unit.", "link": "https://twitter.com/14132756/status/2100995139632353380"}]}}, "billing.free_tier": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.09}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4967, "regardCi95": [0.492, 0.5], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "just got access to the new @warpdotdev, then immediately abandoned sign up because they require payment before letting me do anything 😖\ni'm not gonna pay for something i cannot try first 🤷", "link": "https://twitter.com/867511/status/2102866306982969805"}]}}, "billing.subscription_portability": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "setup.install_signin": {"praise": 0, "complaint": 4, "n": 4, "weighted": {"praise": 0.0, "complaint": 2.27}, "praiseShare": 0.0, "ci95": [0.0, 49.0], "regard": 0.4965, "regardCi95": [0.493, 0.499], "salience": 2.8, "receipts": {"praise": [{"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "til @warpdotdev supports sign in with chatgpt now\nno more janky build to add it myself 😂", "link": "https://twitter.com/22610703/status/2105069564124168587"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev i just try but it doesn't display the openai sign-in option", "link": "https://twitter.com/2172602618/status/2104993809902047424"}, {"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev @zachlloydtweets does this mean that you guys have fixed the bug where you can only log in with one account? i’ve been locked out of my account for months because i logged in with google and not my github.", "link": "https://twitter.com/227366159/status/2105046556558922114"}, {"date": "2026-09-18", "source": "Reddit", "community": "r/warpdotdev", "polarity": "complaint", "text": "is there any way to enable automatic update for warp, as everytime it is asking me update it manually instead of automatic or restart to update.\n[link]\n \nlet's say like every other apps are updating on restart or with single click its getting updated, why not warp alone.", "link": "https://www.reddit.com/r/warpdotdev/comments/1wd585l/cant_afford_restart/paizwvi/"}]}}, "setup.provider_byok_local": {"praise": 2, "complaint": 7, "n": 9, "weighted": {"praise": 1.34, "complaint": 4.25}, "praiseShare": 22.2, "ci95": [6.3, 54.7], "regard": 0.4926, "regardCi95": [0.484, 0.499], "salience": 6.2, "receipts": {"praise": [], "complaint": [{"date": "2026-10-02", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@anshumanai @warpdotdev it's a known bug where the out-of-credits gate blocks custom endpoints even with one selected: [link]", "link": "https://twitter.com/1042799721948098560/status/2105846796803100994"}, {"date": "2026-09-18", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@vikvang1 @warpdotdev 3. let the client talk to a local endpoint. i don't want my ollama on the internet but a custom endpoint has to be public for your harness to talk to it. client-side (or at least lan-reachable) would unlock a lot.", "link": "https://twitter.com/14132756/status/2100994815861383422"}, {"date": "2026-10-01", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev plz fix the agent issue.\neven after having x premium credits/ custom endpoint openrouter credits , i cant use them.\nthe model selector is broken, it uses warp only and just gives credit limit reached(ofcourse it would, i have no warp credits).\njust a bug? or a deliberate attempt?", "link": "https://twitter.com/1983550879262494720/status/2105554429655282073"}]}}, "setup.extensions_mcp": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 0.95}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4976, "regardCi95": [0.494, 0.5], "salience": 1.4, "receipts": {"praise": [], "complaint": []}}, "setup.onboarding_docs": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.42}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4978, "regardCi95": [0.494, 0.5], "salience": 1.4, "receipts": {"praise": [], "complaint": []}}, "setup.ide_integration": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4987, "regardCi95": [0.496, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "models.catalog_access": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.35, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5018, "regardCi95": [0.5, 0.506], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "models.routing_auto": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.5}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4992, "regardCi95": [0.497, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-15", "source": "Reddit", "community": "r/warpdotdev", "polarity": "complaint", "text": "i chose gpt 5.6 luna xhigh as my model, when it failed, fallback model opus 5 max continued, which rapidly consumes more credits. i can't stand it.", "link": "https://www.reddit.com/r/warpdotdev/comments/1oa0abo/warp_dirty_tactics_sonnet_45_thinking_uses_cheap/pa1hdbn/"}]}}, "models.effort_control": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.84}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.498, "regardCi95": [0.494, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "models.quality_drift": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.02}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4983, "regardCi95": [0.496, 0.5], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-25", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@mitchellh really cool feature. i loved it in @warpdotdev , but then it become dumber on this aspect", "link": "https://twitter.com/1049728717/status/2103597816169762855"}, {"date": "2026-09-09", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "i miss when @warpdotdev was incredible \nwas excited about the opensourcing and the concept of 0z and everything \nbut its diabolically bad, slow and laggy when it used to be truely blazingly fast \nmight have to fork and rip out all the bs or just drop it", "link": "https://twitter.com/2970558232/status/2097834207552618664"}]}}, "context.instruction_files": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.instruction_following": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.clarifying_questions": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.long_context_decay": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4994, "regardCi95": [0.498, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "context.compaction": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.session_memory": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 0.85, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5024, "regardCi95": [0.5, 0.506], "salience": 1.4, "receipts": {"praise": [], "complaint": []}}, "context.codebase_retrieval": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "context.attachments": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.capability": {"praise": 9, "complaint": 1, "n": 10, "weighted": {"praise": 5.24, "complaint": 0.35}, "praiseShare": 90.0, "ci95": [59.6, 98.2], "regard": 0.5087, "regardCi95": [0.503, 0.516], "salience": 6.9, "receipts": {"praise": [{"date": "2026-09-15", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "warp terminal [warp.dev]([link]) has its own agent as terminal shell so you can quickly access it by typing prompt into terminal. it has byok so you can quickly launch it for your needs. \nquite good for simple tasks, bash, and system manintance ", "link": "https://www.reddit.com/r/AI_Agents/comments/1wh25jc/whats_a_minimal_and_extremely_fast_cli_coding/pa1xhny/"}, {"date": "2026-09-02", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "every so often, i forget i can just use agents to fix my other agents… i went deep into manually debugging some issues when i updated my @openclaw to the current version, then realized i could just let the @warpdotdev agent do it all for me way faster. hard to break old habits 🤖", "link": "https://twitter.com/16102111/status/2095246367845192112"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/AI_Agents", "polarity": "praise", "text": "[warp.dev](http://warp.dev) has earned it's spot as my sysadmin for linux, mac and windows. it can do anything i can do. if it needs root privs, it lets me type in my password and then it continues on. no sand box. you can follow the link i gave for the astra analysis. i have yet to give t3 code a real workout - but i am thrilled with herdr", "link": "https://www.reddit.com/r/AI_Agents/comments/1wwb56o/new_workflow_handles_multiple_simultaneous_agent/pdj8d3m/"}], "complaint": []}}, "work.frontend_ui": {"praise": 1, "complaint": 1, "n": 2, "weighted": {"praise": 0.42, "complaint": 0.5}, "praiseShare": 50.0, "ci95": [9.5, 90.5], "regard": 0.5001, "regardCi95": [0.497, 0.504], "salience": 1.4, "receipts": {"praise": [], "complaint": [{"date": "2026-09-17", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "warp, do you not use your own app, or have you never used grok build? it's really ugly... @warpdotdev [link]", "link": "https://twitter.com/1684821659214385152/status/2100488508196733433"}]}}, "work.bug_diagnosis": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 1.0, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5018, "regardCi95": [0.5, 0.506], "salience": 0.7, "receipts": {"praise": [{"date": "2026-10-12", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "many people have shared how ai has helped them in surprising ways. here is mine!\nmy dual booted laptop was running very slow (along with the grub). i asked @warpdotdev to examine it and within ~5 min it was able to pinpoint the damaged charger.", "link": "https://twitter.com/1412064652465348614/status/2109618328985805287"}], "complaint": []}}, "work.regressions_introduced": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.scope_overreach": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.35}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4995, "regardCi95": [0.499, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-05", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@bholmesdev @warpdotdev also, /agent keeps trying to get \"oz\" involved... and i don't have oz credit and turned those features off.", "link": "https://twitter.com/8104092/status/2096030502507491385"}]}}, "work.stuck_loops": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.35}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4995, "regardCi95": [0.499, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "work.premature_stop": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.long_running_autonomy": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.multi_agent_orchestration": {"praise": 5, "complaint": 3, "n": 8, "weighted": {"praise": 3.28, "complaint": 1.13}, "praiseShare": 62.5, "ci95": [30.6, 86.3], "regard": 0.5023, "regardCi95": [0.495, 0.51], "salience": 5.6, "receipts": {"praise": [{"date": "2026-09-12", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@warpdotdev running more than one agent cli in the same terminal is the bit that saves us time. easy to lose track of which agent touched which repo otherwise.", "link": "https://twitter.com/1070947916917825536/status/2098682005764575595"}], "complaint": [{"date": "2026-09-05", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@bholmesdev @warpdotdev it does well overseeing simple things and i love the hovering agent bubble inside the terminal. i am talking about complex tasks, spawning sub agents, handover + communication with other agents. i need it as foreman - keeping everyone unstuck", "link": "https://twitter.com/8104092/status/2096029908761788572"}]}}, "work.reward_hacking": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.destructive_actions": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.git_workflow": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4987, "regardCi95": [0.496, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "work.computer_browser_use": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.safety_refusals": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.permission_prompts": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.plan_mode": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.response_verbosity": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "work.sycophancy_pushback": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.false_completion": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4995, "regardCi95": [0.498, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "verify.self_testing": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.agent_code_review": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "verify.change_review_ui": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.42, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5012, "regardCi95": [0.5, 0.504], "salience": 0.7, "receipts": {"praise": [{"date": "2026-09-12", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@warpdotdev remote-control plus the code review panel in the same shell is what sells it. i want the agent session where i already type, not in a second window.", "link": "https://twitter.com/1894226409356496903/status/2098610214651982320"}], "complaint": []}}, "ui.display_settings": {"praise": 10, "complaint": 13, "n": 23, "weighted": {"praise": 6.0, "complaint": 6.91}, "praiseShare": 43.5, "ci95": [25.6, 63.2], "regard": 0.5081, "regardCi95": [0.494, 0.523], "salience": 16.0, "receipts": {"praise": [{"date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "never heard of warp, but over native terminal it's got all the benefits of iterm plus for claude code cli specifically i find the diff viewer and the session bar (on the right) is very nice for monitoring multiple agents across different cli sessions.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wovn0s/claude_code_integration_with_iterm2_is/pbvynqw/"}, {"date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "hell yeah! i also quite like warp for local sessions because it gives you file explorer for convenience.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wovn0s/claude_code_integration_with_iterm2_is/pbsaucy/"}, {"date": "2026-09-23", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "you can just view your markdown files in your @warpdotdev terminal, gotta love it.", "link": "https://twitter.com/861176555871113217/status/2102695197750575444"}], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "my one complaint with @warpdotdev is still how they show reasoning as seperate models :|\ngimmie a slider in the ux and cleanup the giant model list 😞 [link]", "link": "https://twitter.com/22610703/status/2105075918813429804"}, {"date": "2026-09-28", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@aiandcloud @lxfater @warpdotdev warp always feels a bit awkward to use... it has a bit of a terminal and a bit of an editor feel, which is a bit uncomfortable mixed together. master zhang, do you have any guidance or suggestions?", "link": "https://twitter.com/969484233851879424/status/2104507265621643563"}, {"date": "2026-09-26", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev made a change that i hate so much... i used the terminal to get the full path of a file, so i just drag and drop the file over it, and i had the full path.. in this last update it goes from terminal to agency and the file is attached.. no way to get the full path", "link": "https://twitter.com/3718351337/status/2103829169302024470"}]}}, "ui.session_history": {"praise": 2, "complaint": 5, "n": 7, "weighted": {"praise": 0.85, "complaint": 2.39}, "praiseShare": 28.6, "ci95": [8.2, 64.1], "regard": 0.5, "regardCi95": [0.494, 0.507], "salience": 4.9, "receipts": {"praise": [{"date": "2026-09-17", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@nerddisco using @warpdotdev which is also great to keep all my agents and sessions in one place", "link": "https://twitter.com/214441761/status/2100549791549645292"}], "complaint": [{"date": "2026-09-13", "source": "Reddit", "community": "r/warpdotdev", "polarity": "complaint", "text": "would be nice of warp to also bring back my 20 claude sessions. after restart, i need to manually find each of them, with some sharing paths", "link": "https://www.reddit.com/r/warpdotdev/comments/1wd585l/cant_afford_restart/p9i2k99/"}, {"date": "2026-09-30", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "cool feature, but heads-up on a toe stub: i signed out of my regular warp account to try the chatgpt login and it wiped all my tabs/sessions. signing back into my original account didn't restore them, and ⌘⇧t didn't help. would love a warning or session carry-over for auth switches.", "link": "https://twitter.com/22451638/status/2105402456460980580"}, {"date": "2026-09-13", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "hey @warpdotdev is there something i'm doing wrong, because your thing keeps crashing on me, or all of a sudden i'm jumping back and forth between two sessions in different tabs? i go to do something in a browser, and i look back, and the sessions from both tabs are gone.", "link": "https://twitter.com/9409172/status/2099257411693412841"}]}}, "ui.interrupt_steer": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "surfaces.remote_mobile": {"praise": 4, "complaint": 0, "n": 4, "weighted": {"praise": 1.68, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [51.0, 100.0], "regard": 0.5037, "regardCi95": [0.501, 0.507], "salience": 2.8, "receipts": {"praise": [{"date": "2026-09-11", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "just started using @warpdotdev 's terminal to see how it works with /remote-control for @grok 🔥\nand....\nwow it's amazing! \nit's literally streaming your terminal over the web! \nnice job! [link]", "link": "https://twitter.com/55057853/status/2098451201608347870"}, {"date": "2026-09-11", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@warpdotdev /remote-control on grok build sessions. the agent finally isn't stuck on one laptop", "link": "https://twitter.com/1933276161699950593/status/2098469121570599176"}, {"date": "2026-09-11", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@warpdotdev /remote-control is the sleeper feature here. being able to hand off a running agent session to another device changes how you actually work with long-running tasks.", "link": "https://twitter.com/1363418597368864771/status/2098497161990189086"}], "complaint": []}}, "surfaces.cloud_sessions": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.35, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5008, "regardCi95": [0.5, 0.502], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "rel.service_errors": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.42}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4994, "regardCi95": [0.498, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "rel.response_speed": {"praise": 6, "complaint": 2, "n": 8, "weighted": {"praise": 3.47, "complaint": 0.84}, "praiseShare": 75.0, "ci95": [40.9, 92.9], "regard": 0.5144, "regardCi95": [0.502, 0.529], "salience": 5.6, "receipts": {"praise": [{"date": "2026-10-18", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@izadoesdev @warpdotdev @claudeai hmm i haven't found anything better/faster than warp\ni know a ton of people like ghostty\nwhy leave warp?", "link": "https://twitter.com/116830672/status/2111702703894347801"}, {"date": "2026-09-08", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "wow @warpdotdev with glm 5.3 is super cost efficient and fast. no brainer 💆♂️", "link": "https://twitter.com/84324573/status/2097445164159483988"}, {"date": "2026-09-03", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@devanshuxi @zeddotdev @warpdotdev @mitchellh yeah it is super fast than iterm !", "link": "https://twitter.com/1698865227864113152/status/2095454917637103899"}], "complaint": [{"date": "2026-09-13", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev here is what i am talking about:\nlike bro... what are you \"checking...\" , \"installing...\"\njust let me connect.\nme: `ssh named_config_host&gt;`\nwarp: [link]", "link": "https://twitter.com/1309409339824840704/status/2099090914744434972"}, {"date": "2026-09-09", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "i miss when @warpdotdev was incredible \nwas excited about the opensourcing and the concept of 0z and everything \nbut its diabolically bad, slow and laggy when it used to be truely blazingly fast \nmight have to fork and rip out all the bs or just drop it", "link": "https://twitter.com/2970558232/status/2097834207552618664"}]}}, "rel.client_failures": {"praise": 0, "complaint": 14, "n": 14, "weighted": {"praise": 0.0, "complaint": 7.91}, "praiseShare": 0.0, "ci95": [0.0, 21.5], "regard": 0.4896, "regardCi95": [0.483, 0.496], "salience": 9.7, "receipts": {"praise": [], "complaint": [{"date": "2026-10-18", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@branmcconnell @warpdotdev @claudeai it doesnt stop nor warn me, it closes and stops all my claude sessions every time", "link": "https://twitter.com/1915090306099245056/status/2111729777258176702"}, {"date": "2026-09-15", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@vikvang1 @warpdotdev try windows. every app and huge games work fine on this gaming laptop except warp.", "link": "https://twitter.com/1624472822503583744/status/2099848972106138049"}, {"date": "2026-09-13", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "suggestions for a terminal for windows that would be similar to @warpdotdev but without the crashing problems? really like being able to jump between multiple claude sessions, like being able to quickly choose my directory without having to start a terminal in a directory, etc.", "link": "https://twitter.com/9409172/status/2099260300520206752"}]}}, "rel.update_breakage": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.499, "regardCi95": [0.497, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": []}}, "account.support": {"praise": 2, "complaint": 7, "n": 9, "weighted": {"praise": 1.0, "complaint": 3.96}, "praiseShare": 22.2, "ci95": [6.3, 54.7], "regard": 0.5039, "regardCi95": [0.493, 0.518], "salience": 6.2, "receipts": {"praise": [{"date": "2026-09-15", "source": "X", "community": "@warpdotdev", "polarity": "praise", "text": "@abhishocked @warpdotdev i have found the team very willing to accept prs. i’m working on my 4th right now.", "link": "https://twitter.com/9415042/status/2099704852334916050"}], "complaint": [{"date": "2026-09-23", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@peicodes i've been trying to an @warpdotdev pr reviewed for a month. mind taking a look? [link]", "link": "https://twitter.com/7910872/status/2102577452593848467"}, {"date": "2026-09-19", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@vikvang1 @warpdotdev and that was exactly what i said. unapologetic customer support", "link": "https://twitter.com/1624472822503583744/status/2101155225738616985"}, {"date": "2026-09-19", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev windows app has unexpected bugs which i have lost count. now i am unable to drag it on the machine to move the window.\nbut warp customer support doesn’t care. how can a company go so pathetic after open sourcing their codebase 🤦🏽♂️", "link": "https://twitter.com/1624472822503583744/status/2101339256786677876"}]}}, "account.billing_errors": {"praise": 0, "complaint": 1, "n": 1, "weighted": {"praise": 0.0, "complaint": 0.71}, "praiseShare": 0.0, "ci95": [0.0, 79.3], "regard": 0.4991, "regardCi95": [0.497, 0.5], "salience": 0.7, "receipts": {"praise": [], "complaint": [{"date": "2026-09-29", "source": "X", "community": "@warpdotdev", "polarity": "complaint", "text": "@warpdotdev i signed up for a build plan and now i am back on free after 4 days. scam!", "link": "https://twitter.com/30821285/status/2104964942554075192"}]}}, "account.bans_restrictions": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}, "account.data_privacy": {"praise": 0, "complaint": 0, "n": 0, "weighted": {"praise": 0.0, "complaint": 0.0}, "praiseShare": null, "ci95": null, "regard": 0.5, "regardCi95": [0.5, 0.5], "salience": 0.0, "receipts": {"praise": [], "complaint": []}}}, "requests": {"authorWeeks": 45, "themes": [{"theme": "BYOK without paid plan or credit gating", "criterion": "setup.provider_byok_local", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "warp", "date": "2026-09-18", "source": "X", "community": "@warpdotdev", "text": "@ericmann @vikvang1 @warpdotdev this. if i bring my own keys / openrouter, the harness should not still gate on its own credits. keys in the os credential manager, desktop free, i pay the model vendor. that is the contract i want.", "link": "https://twitter.com/2074942490466033664/status/2101000906388935078"}, {"agent": "warp", "date": "2026-09-18", "source": "X", "community": "@warpdotdev", "text": "@vikvang1 @warpdotdev appreciate you asking:\n1. make byok / custom inference actually credit-free. i pointed warp at openrouter and the agent still bailed repeatedly on \"press y to confirm\" steps because i had no credits. if i'm using external inference, the harness shouldn't gate.", "link": "https://twitter.com/14132756/status/2100994479591411732"}]}, {"theme": "Built-in first-class subagent orchestration", "criterion": "work.multi_agent_orchestration", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "warp", "date": "2026-09-11", "source": "X", "community": "@warpdotdev", "text": "@warpdotdev can you guys make an orchestrator like firsmate in herdr or cursor projects please", "link": "https://twitter.com/282922331/status/2098453175766577277"}, {"agent": "warp", "date": "2026-09-10", "source": "X", "community": "@warpdotdev", "text": "i now have a fleet of @zai_org, @deepseek_ai, and @openai agents, but struggling to get them to work effectively together. \nmaybe someday i'll get access to @warpdotdev's factory 🥺", "link": "https://twitter.com/1935344854458056706/status/2098042204266578323"}]}, {"theme": "Cheaper low-priced entry plan tier", "criterion": "limits.plan_value", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "warp", "date": "2026-09-18", "source": "X", "community": "@warpdotdev", "text": "@vikvang1 @warpdotdev 2. sell me just the terminal. a $5/mo tier with zero credits, byok enabled, no persistent \"out of credits\" nags/banners is something i'd buy today.", "link": "https://twitter.com/14132756/status/2100994643555238133"}, {"agent": "warp", "date": "2026-09-04", "source": "X", "community": "@warpdotdev", "text": "@warpdotdev i want to stay with you guys but i don't feel much appreciated as a customer. for many months i have never used those 10k tokens and i see going down to 1500 as simply a big downgrade. the issue is that i also don't need a $100/m subscription.", "link": "https://twitter.com/1468017497958133760/status/2095942100810350636"}]}, {"theme": "Confirmation before quitting with running work", "criterion": "ui.display_settings", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "warp", "date": "2026-10-18", "source": "X", "community": "@warpdotdev", "text": "@izadoesdev @warpdotdev @claudeai if you have processes running, it should stop and warn you\nalso, migrating away for that? @warpdotdev sos help 🦜", "link": "https://twitter.com/116830672/status/2111719688334102765"}, {"agent": "warp", "date": "2026-10-18", "source": "X", "community": "@warpdotdev", "text": "@branmcconnell @warpdotdev @claudeai i keep ctrl + q'ing on accident and it doesn't have a confirm exit dialog", "link": "https://twitter.com/1915090306099245056/status/2111703545850265733"}]}, {"theme": "Native iOS app", "criterion": "surfaces.remote_mobile", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "warp", "date": "2026-10-02", "source": "X", "community": "@warpdotdev", "text": "@warpdotdev can you guys make an ios app for warp ? pls love u guys !", "link": "https://twitter.com/1712330855924801536/status/2105872368279199792"}]}, {"theme": "Reproducible replay of tasks", "criterion": "work.long_running_autonomy", "authorWeeks": 2, "posts": 2, "examples": [{"agent": "warp", "date": "2026-09-02", "source": "X", "community": "@warpdotdev", "text": "@warpdotdev pin the model snapshot and tool schema together in warp and the cli so a replay invokes the same contract on both surfaces.", "link": "https://twitter.com/2017263689267585024/status/2095184833928466759"}, {"agent": "warp", "date": "2026-09-03", "source": "X", "community": "@warpdotdev", "text": "@warpdotdev, replaying real coding tasks gets much stronger when fixture identity is explicit: repo sha, environment/build, acceptance checks and scorer version should travel with each case. otherwise “the same past task” can drift as dependencies or grading logic change, which makes configuration comparisons harder to reproduce.", "link": "https://twitter.com/1355953383786622986/status/2095575363027935383"}]}]}, "weekly": [{"week": "2026-08-31", "positive": 17, "negative": 6, "positiveShare": 73.9, "ci95": [53.5, 87.5]}, {"week": "2026-09-07", "positive": 17, "negative": 20, "positiveShare": 45.9, "ci95": [31.0, 61.6]}, {"week": "2026-09-14", "positive": 12, "negative": 10, "positiveShare": 54.5, "ci95": [34.7, 73.1]}, {"week": "2026-09-21", "positive": 11, "negative": 10, "positiveShare": 52.4, "ci95": [32.4, 71.7]}, {"week": "2026-09-28", "positive": 5, "negative": 12, "positiveShare": 29.4, "ci95": [13.3, 53.1]}, {"week": "2026-10-05", "positive": 8, "negative": 4, "positiveShare": 66.7, "ci95": [39.1, 86.2]}, {"week": "2026-10-12", "positive": 9, "negative": 3, "positiveShare": 75.0, "ci95": [46.8, 91.1]}], "weeklyScore": [{"week": "2026-08-31", "authors": 89, "reach": {"shareOfVoice": 0.28, "value": 0.359}, "regard": {"value": 0.503, "ci95": [0.498, 0.509]}, "score": {"value": 43.2, "ci95": [41.8, 44.7]}, "ranking": {"rank": 13, "rankRange": [12, 15]}}, {"week": "2026-09-07", "authors": 102, "reach": {"shareOfVoice": 0.33, "value": 0.296}, "regard": {"value": 0.504, "ci95": [0.497, 0.511]}, "score": {"value": 42.2, "ci95": [41.2, 43.6]}, "ranking": {"rank": 15, "rankRange": [14, 15]}}, {"week": "2026-09-14", "authors": 48, "reach": {"shareOfVoice": 0.16, "value": 0.197}, "regard": {"value": 0.501, "ci95": [0.496, 0.508]}, "score": {"value": 39.3, "ci95": [38.3, 40.6]}, "ranking": {"rank": 15, "rankRange": [14, 15]}}, {"week": "2026-09-21", "authors": 62, "reach": {"shareOfVoice": 0.17, "value": 0.269}, "regard": {"value": 0.499, "ci95": [0.496, 0.501]}, "score": {"value": 41.8, "ci95": [41.3, 42.3]}, "ranking": {"rank": 15, "rankRange": [14, 15]}}, {"week": "2026-09-28", "authors": 56, "reach": {"shareOfVoice": 0.16, "value": 0.254}, "regard": {"value": 0.498, "ci95": [0.496, 0.501]}, "score": {"value": 41.3, "ci95": [40.8, 41.9]}, "ranking": {"rank": 15, "rankRange": [14, 15]}}, {"week": "2026-10-05", "authors": 39, "reach": {"shareOfVoice": 0.12, "value": 0.264}, "regard": {"value": 0.501, "ci95": [0.499, 0.504]}, "score": {"value": 41.8, "ci95": [41.4, 42.4]}, "ranking": {"rank": 14, "rankRange": [14, 15]}}, {"week": "2026-10-12", "authors": 40, "reach": {"shareOfVoice": 0.15, "value": 0.281}, "regard": {"value": 0.501, "ci95": [0.499, 0.504]}, "score": {"value": 42.0, "ci95": [41.5, 42.6]}, "ranking": {"rank": 14, "rankRange": [14, 14]}}]}, {"id": "grok-build", "name": "Grok Build", "maker": "xAI", "sources": [{"channel": "Reddit", "selector": "Posts that name it", "posts": 105}], "records": 105, "judgingPosts": 50, "authors": 92, "authorWeeks": 99, "reach": {"shareOfVoice": 0.05, "weightedUsers": 51.7, "value": 0.03}, "regard": {"positiveAuthorWeeks": 30, "negativeAuthorWeeks": 12, "rawPositiveShare": 71.4, "rawCi95": [56.4, 82.8], "value": 0.507, "ci95": [0.502, 0.512]}, "score": {"value": 35.6, "ci95": [35.1, 36.2], "popularityZ": -1.806, "loveZ": -0.174}, "ranking": {"rank": 16, "rankRange": [16, 16]}, "levers": {"setup": {"score": 35.6, "gain": 0.01, "rank": 16}, "account": {"score": 35.6, "gain": 0.01, "rank": 16}}, "criteria": {"paying": {"praise": 6, "complaint": 6, "n": 12, "weighted": {"praise": 3.09, "complaint": 3.43}, "praiseShare": 50.0, "ci95": [25.4, 74.6], "regard": 0.5089, "regardCi95": [0.498, 0.522], "salience": 28.6, "receipts": {"praise": [{"date": "2026-09-05", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "grok build is great workhorse. with supergrok heavy it is really hard go over the limits. i was lucky enough to have cursor ultra which has great grok limits also and you can use anthropic models for harder/ui tasks. if i would not have the deal, then i would take cursor ultra or $100 subs from anthropic, codex and grok.", "link": "https://www.reddit.com/r/vibecoding/comments/1w74l2u/is_everyone_here_on_claude_or_codex_only_anyone/p7x0u38/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "if you’re looking to build and be thrifty, give grok build a try. really difficult to burn through the usage, it’s efficient and does a good job.", "link": "https://www.reddit.com/r/codex/comments/1wtikgz/bummed_but_i_think_its_time_to_go/pd54g8f/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/OpenAI", "polarity": "praise", "text": "while i love codex, you do have to be delicate with the limits, i see myself using luna a lot more than any other model just to preserve limits\ni got supergrok, and damn i'm just playing around with grok build, while not as feature rich as codex, for almost the same price, you get grok as your default model which, is sol level quality! with atleast terra level usage\nand for claude, you atleast get sonnet 5 which is better than luna, tagging it with /advisor is amazing \nso... sometimes i feel that with codex i'm comprising to make the limits feel better ", "link": "https://www.reddit.com/r/OpenAI/comments/1wc9wzb/switched_from_claude_to_codex_limits_feel_lesser/p8wbu5x/"}], "complaint": [{"date": "2026-09-30", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "i have updated cursor and grok build from their cli but it only displays 256k. i mean, it works, but context window it's not as big as advertised. i renewed my sub today, but i'm on the fence on keeping a $300/mo for this kind of results... hoping for grok 4.8 with 2.5t parameters to see if it's worth it.", "link": "https://www.reddit.com/r/cursor/comments/1wu9jj0/grok_47_feels_like_a_huge_token_sink_with_barely/pd1lr84/"}]}}, "setup": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 0.84}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4983, "regardCi95": [0.496, 0.5], "salience": 4.8, "receipts": {"praise": [], "complaint": []}}, "models": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.02, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5048, "regardCi95": [0.5, 0.512], "salience": 4.8, "receipts": {"praise": [{"date": "2026-09-24", "source": "Reddit", "community": "r/opencodeCLI", "polarity": "praise", "text": "[link]\nfrom my experience, muse spark 1.3 at xhigh in opencode give me wrong answers all the time. it might flare better with muse code as the model is trained and refined around the harness, the same way grok inside opencode feels dumber compared to when it's inside grok build.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wopbtv/what_muse_spark_14_contributor_is_already_here/pbswa6q/"}, {"date": "2026-09-10", "source": "Reddit", "community": "r/OpenAI", "polarity": "praise", "text": "while i love codex, you do have to be delicate with the limits, i see myself using luna a lot more than any other model just to preserve limits\ni got supergrok, and damn i'm just playing around with grok build, while not as feature rich as codex, for almost the same price, you get grok as your default model which, is sol level quality! with atleast terra level usage\nand for claude, you atleast get sonnet 5 which is better than luna, tagging it with /advisor is amazing \nso... sometimes i feel that with codex i'm comprising to make the limits feel better ", "link": "https://www.reddit.com/r/OpenAI/comments/1wc9wzb/switched_from_claude_to_codex_limits_feel_lesser/p8wbu5x/"}], "complaint": []}}, "context": {"praise": 2, "complaint": 1, "n": 3, "weighted": {"praise": 1.19, "complaint": 0.42}, "praiseShare": 66.7, "ci95": [20.8, 93.9], "regard": 0.5032, "regardCi95": [0.498, 0.509], "salience": 7.1, "receipts": {"praise": [{"date": "2026-09-22", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "usage burns fast on codex too but at least is still competent on sol 5.6.\nclaude on opus 5 has gotten nearly unusable.\ni will say that my first impressions of grok build are good. its surprisingly much better than claude at actually following rules and not drifting into pure insanity.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wmbt29/two_5x_sub_or_one_20x_sub/pba474l/"}], "complaint": []}}, "work": {"praise": 14, "complaint": 3, "n": 17, "weighted": {"praise": 7.35, "complaint": 1.44}, "praiseShare": 82.4, "ci95": [59.0, 93.8], "regard": 0.5136, "regardCi95": [0.505, 0.523], "salience": 40.5, "receipts": {"praise": [{"date": "2026-09-05", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "codex or claude calling grok build at an agent works really well", "link": "https://www.reddit.com/r/vibecoding/comments/1w74l2u/is_everyone_here_on_claude_or_codex_only_anyone/p7y2apg/"}, {"date": "2026-10-03", "source": "Reddit", "community": "r/OpenAI", "polarity": "praise", "text": "ah yeah i do this with deep seek 👌. how do you structure it to the cheaper model do you detail what llm you are going to use and any other key items? sorry i don't have an it background and but getting the hang of prompting. grok build was super easy to make a full website with online shop linking to payment facilities etc. again i was using deep seek in the background to check for errors and they worked fairly well together", "link": "https://www.reddit.com/r/OpenAI/comments/1wwin4z/why_doesnt_chatgpt_warn_you_before_wasting_30/pdkytnj/"}, {"date": "2026-09-04", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "grok build does a great job, especially if you are looking to create assets for images or videos, like if you're building a video game. it generates characters with grok image as part of your request to build. really great. if you want to build in local models into those processes you can do that too. ", "link": "https://www.reddit.com/r/vibecoding/comments/1w74l2u/is_everyone_here_on_claude_or_codex_only_anyone/p7v9cyj/"}, {"date": "2026-09-02", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "sure, if they would be upfront about it and clearly tell us the reason for introducing the 5 hour limit instead of trying to make us belive its for us. and in all fairness, you can't give people something nice, have them get accustomed to it and five months later take it away again without expecting serious backlash.\ni for my part switched to grok build, its so nice how it never refuses my prompts and doesnt waste my time on \"taking a closer look\" at my work.", "link": "https://www.reddit.com/r/codex/comments/1vyy4rg/no_your_20usd_sub_does_not_include_infinite_sol/p7c216p/"}, {"date": "2026-10-01", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "if you’re looking to build and be thrifty, give grok build a try. really difficult to burn through the usage, it’s efficient and does a good job.", "link": "https://www.reddit.com/r/codex/comments/1wtikgz/bummed_but_i_think_its_time_to_go/pd54g8f/"}], "complaint": [{"date": "2026-09-12", "source": "Reddit", "community": "r/codex", "polarity": "complaint", "text": "i tried grok 4.6 via grok build cli for mac cuz they gave me 3 day free trial, is soooo bad, id rather use gpt 5.4 than grok.", "link": "https://www.reddit.com/r/codex/comments/1we1a4j/tibo_tibo_tibo/p9aj19k/"}, {"date": "2026-09-21", "source": "Reddit", "community": "r/ClaudeAI", "polarity": "complaint", "text": "interesting experience. \n\"grok 4.6 and grok cli respond very fast, but they often start working before the prior thinking is sufficient. it tends more toward making local patches on known problems, rather than actively improving the overall architecture\"\ni have this exact problem with gemini as well. i trying to force is to think of general architecture over the local patches. but, it always reverses to easy and narrow patches. \nonly claude models are able to do deep architectural analysis. it is interesting.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1vxzbij/after_using_claude_grok_46_and_gemini_37_flash_in/pb4qjfl/"}]}}, "checking": {"praise": 2, "complaint": 0, "n": 2, "weighted": {"praise": 1.02, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [34.2, 100.0], "regard": 0.5025, "regardCi95": [0.5, 0.507], "salience": 4.8, "receipts": {"praise": [], "complaint": []}}, "interface": {"praise": 1, "complaint": 0, "n": 1, "weighted": {"praise": 0.71, "complaint": 0.0}, "praiseShare": 100.0, "ci95": [20.7, 100.0], "regard": 0.5022, "regardCi95": [0.5, 0.507], "salience": 2.4, "receipts": {"praise": [{"date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "polarity": "praise", "text": "[link]\nalways liked the way grok build showed images in the terminal. now with mods i built it for claude code.\ncan be found here:\n \n`/plugin marketplace add hedingerm/claude-plugins`\n`/plugin install image-preview@hedingerm`\n \nworks in ghostty and kitty (it uses the kitty graphics protocol). other terminals just show the file name. needs claude code 2.1.287+, since mods are still early access.\nsource: [[link]", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wvmswb/ok_mods_are_cool/"}], "complaint": []}}, "reliability": {"praise": 1, "complaint": 3, "n": 4, "weighted": {"praise": 0.35, "complaint": 1.72}, "praiseShare": 25.0, "ci95": [4.6, 69.9], "regard": 0.5001, "regardCi95": [0.495, 0.507], "salience": 9.5, "receipts": {"praise": [{"date": "2026-09-05", "source": "Reddit", "community": "r/codex", "polarity": "praise", "text": "is anyone using astra/sol and grok 4.6 high via grok build? i haven’t received astra yet, but i do use sol. and as of late, i’ve almost entirely shifted to grok build (grok 4.6 high) - mostly because it’s way faster than gpt and very good at completing tasks end-to-end for my flutter project.\nwhen there is access to both llms, speed does get the veto from me, and i mostly use codex/gpt only as my general ai driver, and not for my flutter project anymore. \nhow is it for others?", "link": "https://www.reddit.com/r/codex/comments/1w7on0j/astra_is_absolutely_incredible/p7ys22g/"}], "complaint": []}}, "account": {"praise": 0, "complaint": 2, "n": 2, "weighted": {"praise": 0.0, "complaint": 1.13}, "praiseShare": 0.0, "ci95": [0.0, 65.8], "regard": 0.4984, "regardCi95": [0.496, 0.5], "salience": 4.8, "receipts": {"praise": [], "complaint": [{"date": "2026-10-01", "source": "Reddit", "community": "r/cursor", "polarity": "complaint", "text": "grok is dodgy as. grok build uploaded my entire website server including all customer data payment info etc to somewhere else that wasn’t my file system. i noticed this was happening and then i saw that it was an actual thing - elon musk uploading everyone’s data to his own github and stealing everyone’s data even though they opted out i was on a business plan and he still did it", "link": "https://www.reddit.com/r/cursor/comments/1wur8i7/composer_wiped_out_my_whole_drive/pdb0ftq/"}, {"date": "2026-09-13", "source": "Reddit", "community": "r/AI_Agents", "polarity": "complaint", "text": "**fyi: malicious actors could likely hijack your grok build sessions during the month of june by simply prompting 'hi'**\nthis is serious because it is not a chatbot making up a story. a stateless \"hi\" with tools: \\[\\] still came back finish\\_reason: tool\\_calls and executed read\\_file/grep on another user's workspace. that means session isolation failed at the serving layer: one tenant's context was reachable from another. if that happens, a prompt as empty as \"hi\" can pull someone else's files, tools, and private session. closing it as a hallucination, then deprecating the model, does not prove the mix-up cannot happen on whatever replaced it.", "link": "https://www.reddit.com/r/AI_Agents/comments/1wexro6/fyi_malicious_actors_could_likely_hijack_your/"}]}}, "limits.plan_value": {"praise": 4, "complaint": 4, "n": 8, "weighted": {"praise": 1.96, "complaint": 2.51}, "praiseShare": 50.0, "ci95": [21.5, 78.5], "regard": 0.5008, "regardCi95": [0.494, 0.509], "salience": 19.0, "receipts": {"praise": [{"date": "2026-09-05", "source": "Reddit", "community": "r/vibecoding", "polarity": "praise", "text": "grok build is great workhorse. with supergrok heavy it is really hard go over the limits. i was lucky enough to have cursor ultra which has great grok limits also and you can use anthropic models for harder/ui tasks. if i would not have the deal, then i would take cursor ultra or $100 subs from anthropic, codex and grok.", "link": "https://www.reddit.com/r/vibecoding/comments/1w74l2u/is_everyone_here_on_claude_or_codex_only_anyone/p7x0u38/"}], "complaint": []}}, "limits.window_interrupts_work": {"praise": 0, "complaint": 0, "n": 0, "weighted": 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".@claudedevs a nice bday present would be if you press the reset button on the usage limits so i can continue using opus 5.5 today.", "link": "https://twitter.com/46964859/status/2111886762356158765"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "hey uhm @claudedevs can we get some resets? @thsottiaux is dunking on you guys lately", "link": "https://twitter.com/1054461630442946560/status/2111869699843629557"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs great! give a reset and i'll give my feedback after trying this. 👀", "link": "https://twitter.com/2023835204172083201/status/2111831646391730234"}]}, {"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 402, "posts": 425, "agents": [{"id": "codex", "authorWeeks": 147}, {"id": "claude-code", "authorWeeks": 97}, {"id": "antigravity", "authorWeeks": 52}, {"id": "opencode", "authorWeeks": 38}, {"id": "cursor", "authorWeeks": 28}, {"id": "devin", "authorWeeks": 21}, {"id": "factory", "authorWeeks": 8}, {"id": "cline", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "they should do like openrouter and give us 10x higher limits for paying customers", "link": "https://www.reddit.com/r/opencode/comments/1x7vjd8/deepseek_v41_flash_rate_limit_on_opencode/ph7qz9v/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "forget jio, giving paying users usable limits. 5% per prompt is unacceptable. i had it research and create (2 prompts) working heart pumping fluid simulation and it consumed 59% of my usage !!", "link": "https://www.reddit.com/r/google_antigravity/comments/1x59r6k/argon_for_pro_plan_even_for_jio/ph57iq0/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity out of tokens. you need to figure something out.", "link": "https://twitter.com/1364413856/status/2111179292147327422"}]}, {"theme": "Additional bonus usage resets", "criterion": "limits.reset_schedule", "authorWeeks": 310, "posts": 334, "agents": [{"id": "claude-code", "authorWeeks": 129}, {"id": "codex", "authorWeeks": 125}, {"id": "cursor", "authorWeeks": 30}, {"id": "antigravity", "authorWeeks": 14}, {"id": "devin", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudeai @claudedevs can we possibly get a free reset? we paid for the 20x plan but have no more usage until satuday... thanks &lt;3", "link": "https://twitter.com/1892620367077789697/status/2111851412745265623"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i switched from codex to claude. can i get a little reset? 😭", "link": "https://twitter.com/1891633368942641152/status/2111789425357422646"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs wow that's so cool you should give us a reset so we can enjoy it", "link": "https://twitter.com/923593701854732288/status/2111607389602402697"}]}, {"theme": "Banked resets usable on demand", "criterion": "limits.reset_schedule", "authorWeeks": 259, "posts": 267, "agents": [{"id": "codex", "authorWeeks": 150}, {"id": "claude-code", "authorWeeks": 88}, {"id": "cursor", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": ". @officiallogank can we have banked resets for the future in @antigravity ?", "link": "https://twitter.com/1724034163177914368/status/2111666017349095798"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "thanks, we appreciate it ! but i wish it was like claude, a \"reset weekly limit\" button that you could click whenever you feel like it, rather than offering it just a few hours after i've upgraded to ai ultra subscription :')", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7tx3o/psa_argon_and_gemini_reset/ph7gp2z/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "they really need to start handing out **banked** resets by now.", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph47nup/"}]}, {"theme": "Remove the 5-hour usage window", "criterion": "limits.window_interrupts_work", "authorWeeks": 221, "posts": 237, "agents": [{"id": "codex", "authorWeeks": 140}, {"id": "claude-code", "authorWeeks": 61}, {"id": "antigravity", "authorWeeks": 7}, {"id": "factory", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "resets would be more useful without the 5 hour limit on the $20 plan.", "link": "https://www.reddit.com/r/codex/comments/1x7ls35/the_reset_economy_then_and_now/ph6u7ag/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@trq212 @claudedevs isn't it possible to make the 5h limits go away like codex? sometimes i work a lot in 5h and reaches the limits but most of time i stay within the limits. it would be nice so i can stay on the flow and finish the tasks instead of wait for the reset.", "link": "https://twitter.com/991182752/status/2110082702171115933"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "someone who has a 8 to 5 work and commutes while consuming an additional 1hr would benefit in a no 5hr limit.\nnot everyone is a fulltime developer on their own projects.\n", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfekp12/"}]}, {"theme": "Subscriptions usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 220, "posts": 224, "agents": [{"id": "antigravity", "authorWeeks": 53}, {"id": "claude-code", "authorWeeks": 38}, {"id": "codex", "authorWeeks": 32}, {"id": "opencode", "authorWeeks": 28}, {"id": "amp", "authorWeeks": 17}, {"id": "factory", "authorWeeks": 14}, {"id": "pi", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 7}, {"id": "zed", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 6}, {"id": "cline", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@keleftheriou @thsottiaux i stopped with your installation because it wanted a codex cli auth number which openai’s auth page said not to give out. why can’t the regular openai oauth work enough?", "link": "https://twitter.com/2084427925391015936/status/2111619873323536407"}, {"agent": "zed", "date": "2026-10-16", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev could you add support for codex cli and claude code cli in delta? i’d like to use both agents directly in delta.", "link": "https://twitter.com/2049428431905931264/status/2111159855029653646"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "please let users choose and let them use claude subscriptions within pi \n@lydiahallie @claudeai @claudedevs", "link": "https://twitter.com/1803549931/status/2111017191491674449"}]}, {"theme": "Restore previous usage limits", "criterion": "limits.allowance_change", "authorWeeks": 185, "posts": 204, "agents": [{"id": "codex", "authorWeeks": 111}, {"id": "claude-code", "authorWeeks": 43}, {"id": "antigravity", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@googledevs @antigravity gemini 4 argon having from yesterday but do something with limits, it's worst experience ever...", "link": "https://twitter.com/91195230/status/2111310525304799736"}, {"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "it would have been better to just stick to the previous usage levels and speeds. now, usage has increased, yet the speed has slowed down.", "link": "https://www.reddit.com/r/opencode/comments/1x3xee1/slow_deepseek/pgmbwqu/"}, {"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "if that's the usage on ultra sub, pro plan gonna be peanuts.\nthey really need to fix the usage , its been dropping every week slowly for the flash models and if its the case with pro model as well.\nthe whole aint no worth for any models", "link": "https://www.reddit.com/r/google_antigravity/comments/1x50qs2/what_the_hell_is_this_usage/pgiaj5a/"}]}, {"theme": "Higher-priced tier above current top plan", "criterion": "limits.plan_value", "authorWeeks": 148, "posts": 155, "agents": [{"id": "codex", "authorWeeks": 67}, {"id": "claude-code", "authorWeeks": 48}, {"id": "opencode", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 11}, {"id": "devin", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@stefanogpt i need more usage! a $300, $400, and/or $500 subscription plan would help greatly (like openai)!\n@bcherny @darioamodei @claudeai @claudedevs @anthropicai @karpathy @trq212 @amorriscode", "link": "https://twitter.com/1338556371105689608/status/2111661757785591855"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "please can you add a $500 account with x50 ? @claudedevs @claudeai [link]", "link": "https://twitter.com/842704634/status/2111019236986663370"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "can we please get a @claudedevs $800 plan with 4x the current limits?", "link": "https://twitter.com/1400403141376552962/status/2110772511528923556"}]}, {"theme": "Compensation reset after outages or bugs", "criterion": "limits.reset_schedule", "authorWeeks": 148, "posts": 154, "agents": [{"id": "codex", "authorWeeks": 86}, {"id": "claude-code", "authorWeeks": 46}, {"id": "cursor", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 4}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah, this week burning so fast.. they should fix this and give us all free reset!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phknyap/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i confirm that it seems to be resolved today, nevertheless, we have all already burned through our quota. personally, i have four days left with 30%. it's a bit late, anthropic should make another gesture.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x64hj9/usage_has_suddenly_skyrocketed_this_week/ph0c776/"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux ngl we deserve a reset. we haven’t been getting any major features these last 12 days or anything ground breaking. this is really disappointing considering i enjoy the codex app a lot more than claude but i might honestly have to switch over", "link": "https://twitter.com/1640555860895358976/status/2111245285787861198"}]}, {"theme": "Mid-priced tier between existing plans", "criterion": "limits.plan_value", "authorWeeks": 139, "posts": 150, "agents": [{"id": "codex", "authorWeeks": 46}, {"id": "devin", "authorWeeks": 33}, {"id": "opencode", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@scarletkc @yifanxu_ephai @cognition teacher, i want it too!!! save the kids, $20 is too painful! $200 is too expensive!", "link": "https://twitter.com/1274899473244684293/status/2111643392585392219"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i hope to add a plan between pro and max for $60 or $100!", "link": "https://twitter.com/2065820231470399488/status/2111411366057988354"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i only want to subscribe to their service, but i only have a budget of $100 for the main product 😢", "link": "https://twitter.com/2104745988888141824/status/2111407848517415220"}]}, {"theme": "More token-efficient models", "criterion": "limits.plan_value", "authorWeeks": 136, "posts": 139, "agents": [{"id": "codex", "authorWeeks": 94}, {"id": "claude-code", "authorWeeks": 22}, {"id": "opencode", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai leave this stuff to grok \nyou focus on being more efficient with tokens", "link": "https://twitter.com/144610383/status/2111209449905864731"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "you wouldn't get any meaningful usage from argon with our limits anyway, it would be like trying to use opus. hopefully they get a cheaper pro variant soon.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x5hkme/pro_users_doesnt_get_pro_in_the_agy_app_after/pgtatne/"}, {"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "pass. 20x too expensive for contributor use. divide by 20 and ill think about it.", "link": "https://www.reddit.com/r/opencode/comments/1x5l5bm/gemini_4_argon_is_now_in_opencode_go/pgolm2f/"}]}, {"theme": "Opt out of forced resets", "criterion": "limits.reset_schedule", "authorWeeks": 130, "posts": 145, "agents": [{"id": "codex", "authorWeeks": 125}, {"id": "claude-code", "authorWeeks": 5}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "its honestly annoying at this point. give me a banked reset or leave my shit alone", "link": "https://www.reddit.com/r/codex/comments/1x8ekzi/reset_landing_by_end_of_day_today_pst/phc0tyi/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "because of how sporadic these resets are i'm inclined to use fast mode until i'm at like 10% usage left then switching to a cheaper model like 6.1 to avoid missing out on unused credits. would be better if they were banked.", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph50qzt/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "it really would be ideal to give us a banked reset with an expiration, instead of a forced reset.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph1msog/"}]}]}, "setup": {"authorWeeks": 3398, "themes": [{"theme": "Linux desktop app and Linux support", "criterion": "setup.install_signin", "authorWeeks": 113, "posts": 121, "agents": [{"id": "cline", "authorWeeks": 56}, {"id": "codex", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 19}, {"id": "factory", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-17", "source": "X", "community": "@AmpCode", "text": "@rockorager @ampcode we need this native omarchy amp! match made in heaven", "link": "https://twitter.com/1693542458997563392/status/2111510416484393321"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "@rockorager @ampcode where can i get the native version that runs on linux? the macos app has been pretty good, but i miss being on linux!", "link": "https://twitter.com/129716485/status/2111201625788301591"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs no app for fedora linux yet. \nchadgipiddy has one.", "link": "https://twitter.com/1689914848878993408/status/2110702056780509347"}]}, {"theme": "Multi-account switching", "criterion": "setup.install_signin", "authorWeeks": 89, "posts": 96, "agents": [{"id": "codex", "authorWeeks": 38}, {"id": "claude-code", "authorWeeks": 26}, {"id": "cursor", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 5}, {"id": "conductor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "it would be very good if from the claude code app you could easily switch between subscriptions. now it's a mess to log out, open another one, etc... @claudedevs @claudeai", "link": "https://twitter.com/326410994/status/2110801186349777147"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "we need multi-account support in the claude desktop app.\nplease make it happen @claudeai @claudedevs @trq212 @bcherny 🙏 \nbonus ask: yubico support, but first multi-account.\nthx in advance. 😄", "link": "https://twitter.com/1320052694808223745/status/2110793317109649763"}, {"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "if @ampcode supported multiple accounts for each sub-provider, i would ditch it for everything else.\nit's such a great product, and orbs are very transparently implemented - i never really have to care about them.\nbut currently having to login/logout is a pain. t3code nails it", "link": "https://twitter.com/165356795/status/2110628837541474610"}]}, {"theme": "Local model support", "criterion": "setup.provider_byok_local", "authorWeeks": 52, "posts": 52, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "antigravity", "authorWeeks": 10}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 3}, {"id": "zed", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity very strong model and they should be proud of the work. antigravity is behind but i think if they look at t3 as a gap and include some local models in their workflow i think they could do some really great things \ni know they already started support for local", "link": "https://twitter.com/373800245/status/2110339625315393989"}, {"agent": "codex", "date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@sigkitten running local llms inside of your wonderful codex app boss 🤝", "link": "https://twitter.com/721018777664626688/status/2109005697484546228"}, {"agent": "copilot", "date": "2026-10-08", "source": "Reddit", "community": "r/LocalLLaMA", "text": "oh man, i hope is the copilot ai can have options to switch to backend llama.cpp and exposed to all the mcp/tools provided by windows to control all the actions", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x079wc/llamacpp_on_the_stage/pejlh5i/"}]}, {"theme": "Custom OpenAI-compatible provider endpoints", "criterion": "setup.provider_byok_local", "authorWeeks": 45, "posts": 47, "agents": [{"id": "zed", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 8}, {"id": "opencode", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeAI", "text": "yea i’ll probably remake this idea and open source it when i get some time. being claude only is lame also. it should support claude, codex, and openai compatible endpoints. no way am i downloading a closed source mod the dev is so dodgy about.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x3olix/i_made_a_free_minecraft_mod_where_claude_builds/pfdoeag/"}, {"agent": "pi", "date": "2026-10-02", "source": "X", "community": "@pidotdev", "text": "@pidotdev is it possible to plug devin’s swe-2 into pi 1.0 (via custom routing / api)? would love to test it out as an implementation model alongside claude/gpt for planning. any guides or examples on this?", "link": "https://twitter.com/4323327974/status/2106004282046914695"}, {"agent": "opencode", "date": "2026-10-01", "source": "Reddit", "community": "r/opencode", "text": "sent you a claim link. unfortunately freebuff doesn't work, because they do not have custom model endpoint support (as i saw, at least, from a quick search)", "link": "https://www.reddit.com/r/opencode/comments/1wut1la/i_made_a_0101_qwen_38_api_for_opencode_giving/pd8n0wx/"}]}, {"theme": "Windows support and Windows desktop app", "criterion": "setup.install_signin", "authorWeeks": 43, "posts": 44, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 6}, {"id": "zed", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 5}, {"id": "conductor", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux currently, codex desktop isn't workable for windows users...yeah we still have codex cli, but...😅\n[link]\n[link]", "link": "https://twitter.com/128578477/status/2109538080009179495"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "no worries! happy to help. hopefully they add better support for windows/linux in the future so developers can improve cross-compatibility", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x34qj4/claude_code_now_shows_images_and_videos_in_the/pf8l8mi/"}, {"agent": "conductor", "date": "2026-10-09", "source": "Reddit", "community": "r/conductorbuild", "text": "\\+1 ... this would be an absolute game changer. i constantly have to switch between windows (work) and macos (personal). conductor on both platforms in combination with the pro plan and conductor cloud would be a banger.", "link": "https://www.reddit.com/r/conductorbuild/comments/1x13gv6/when_are_we_getting_a_windows_version_ballpark/pet4pg1/"}]}, {"theme": "Open source the product", "criterion": "setup.onboarding_docs", "authorWeeks": 42, "posts": 44, "agents": [{"id": "claude-code", "authorWeeks": 13}, {"id": "codex", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@_mohansolo @antigravity agy doesn't seem to have ctrl+r history search? and i can't send a pr because it's not open source? wtf folks 😭", "link": "https://twitter.com/1853296525373546496/status/2111635455406198848"}, {"agent": "warp", "date": "2026-10-16", "source": "X", "community": "@warpdotdev", "text": "@zachlloydtweets @warpdotdev when are you going to open source your software factory?", "link": "https://twitter.com/1729247211953827840/status/2111115989861712086"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "its cool. would be great if you could open source it. just add the source to the paid app. i'll buy it. i would port it to linux.", "link": "https://www.reddit.com/r/codex/comments/1x3fp16/i_used_codex_to_build_an_entire_2d3d_animation/pfe26sy/"}]}, {"theme": "Opt-in background daemon", "criterion": "setup.install_signin", "authorWeeks": 36, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 34}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "#read\noh no\nit turns out that codex cli installs a persistent and self-updating background daemon by default, and there is no official way to disable it - gigazine\n[link]", "link": "https://twitter.com/872972330393247744/status/2110647600303268070"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli 0.157.0は起動時に常駐daemonを立ち上げ、約374mbを~/.codexへ複製し毎時自己更新する。初回のproxy設定も固定されるためopt-in化を要望 / cli: make `daemon_auto_start` opt-in — a persistent, self-updating background daemon shouldn't be the default\n[link]", "link": "https://twitter.com/1000661204627476480/status/2110131213155311907"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli started installing a persistent, self-updating daemon by default. survives after you quit. devs want it opt-in.\nthat's the right instinct. ai tools on your machine should be guests, not residents.\nwho else is auditing what their coding agents leave running?", "link": "https://twitter.com/118257688/status/2110123666021273997"}]}, {"theme": "Bring-your-own API key support", "criterion": "setup.provider_byok_local", "authorWeeks": 36, "posts": 38, "agents": [{"id": "antigravity", "authorWeeks": 10}, {"id": "devin", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 4}, {"id": "factory", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity 3. increase the ability to freely configure sub-agent models. \n4. develop byok capability, allowing users to freely connect to other models. \n5. add functionality for prompts to optimize user input prompts.", "link": "https://twitter.com/1553297981134147584/status/2111784771361948134"}, {"agent": "zed", "date": "2026-10-10", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev why is there no possibility to choose api keys for deepseek or z ai in the setup of delta", "link": "https://twitter.com/1733641051343126528/status/2108922447814615274"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity make it i can use deepseek or other ai api without third party", "link": "https://twitter.com/1826168680050470914/status/2107427069197951019"}]}, {"theme": "Published changelog for every update", "criterion": "setup.onboarding_docs", "authorWeeks": 36, "posts": 37, "agents": [{"id": "antigravity", "authorWeeks": 13}, {"id": "codex", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "zed", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@codex_changelog i just had another update for my codex app on mac os. care to share the changelog????????? is it really that hard for engineers to understand?", "link": "https://twitter.com/18198498/status/2111422584101159225"}, {"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "still no changelog for this codex app update? it is insane to me that, when supply chain attacks have never been more common or easy, a company like oai is cutting releases without any official indication that an update went out anywhere else", "link": "https://twitter.com/37238075/status/2111247421812670752"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@rodydavis @antigravity info about antigravity v2.24.0 today will be found where? would be nice to link to that in antigravity where the version is display along with the check for updates action", "link": "https://twitter.com/2057943676437901312/status/2111156583883309324"}]}, {"theme": "Unified single app", "criterion": "setup.onboarding_docs", "authorWeeks": 34, "posts": 35, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "grok-build", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@tokengremlin personally, keep chat web only, merge work and codex and just name it codex again. rebrand dots as codex. basically, instead of talking to a bot, you're like talking to codex app itself. make it like a character, like jarvis", "link": "https://twitter.com/1907787527311728641/status/2107483378232828007"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity keep the ide and agent mode in one app, like vscode", "link": "https://twitter.com/1295258246886780928/status/2107440714087047186"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "its weird that we cannot chat with normal gpt for task dictation and then handoff to codex to do work\n", "link": "https://www.reddit.com/r/codex/comments/1sieigp/how_to_reduce_your_token_usage/pdv8h1m/"}]}, {"theme": "Fix sign-in failures", "criterion": "setup.install_signin", "authorWeeks": 33, "posts": 35, "agents": [{"id": "antigravity", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-17", "source": "X", "community": "@AmpCode", "text": "@ampcode i got logged out of the mac desktop app, and cannot log back in. webapp and ios works. can you help?", "link": "https://twitter.com/237219814/status/2111464414759022664"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i am working on a submission for this but have lost access to my grok @bot because your login screen won't accept my x premium+ subscription. it can see it, but won't accept it. please help! i have written to [email] many times, but nobody is helping. [link]", "link": "https://twitter.com/1734426860606701568/status/2110859863295398106"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode please fix the bug of xdg-open to loging with the opencode2.0", "link": "https://twitter.com/51095229/status/2110012321674207331"}]}, {"theme": "General MCP server support", "criterion": "setup.extensions_mcp", "authorWeeks": 32, "posts": 32, "agents": [{"id": "antigravity", "authorWeeks": 9}, {"id": "pi", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 5}, {"id": "zed", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-11", "source": "X", "community": "@pidotdev", "text": "@harshil1712 @pidotdev @cloudflaredev yeah that was a question i had, is it possible to connect a mcp to the pi durable harness?", "link": "https://twitter.com/801745723947675648/status/2109318560036126966"}, {"agent": "factory", "date": "2026-10-10", "source": "X", "community": "@droid", "text": "@droid very honest feedback after trying many harnesses, you provide usage really really good, 30mints of operation with gpt6.1sol only takes 18% of 5hrs limit. that’s something i was looking for. but the cli still needs polishing for using for local mcps, in my case.", "link": "https://twitter.com/2995471962/status/2108776696145149971"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity better library for all mcps. better nano banana integration, make it free!", "link": "https://twitter.com/107362073/status/2107518391586340968"}]}]}, "models": {"authorWeeks": 3675, "themes": [{"theme": "Newest flagship model on the Pro plan", "criterion": "models.catalog_access", "authorWeeks": 203, "posts": 228, "agents": [{"id": "antigravity", "authorWeeks": 183}, {"id": "claude-code", "authorWeeks": 12}, {"id": "codex", "authorWeeks": 6}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity it seems that i'm the only one in the world still using antigravity ide. why can't argon be used in the ide yet?", "link": "https://twitter.com/984631526980816896/status/2111852939526775290"}, {"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity what about of antigravity ide, can you add argon here?", "link": "https://twitter.com/1945835400213200897/status/2111783502928576877"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "why don't i have gemini 4 in the pro plan? wtf i only have it in the gemini search. not in gravity cli.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x70nez/gemini_4_argon_for_pro_users_has_a_different/phcn8iu/"}]}, {"theme": "Restore removed models", "criterion": "models.catalog_access", "authorWeeks": 128, "posts": 137, "agents": [{"id": "codex", "authorWeeks": 44}, {"id": "antigravity", "authorWeeks": 32}, {"id": "cursor", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 14}, {"id": "opencode", "authorWeeks": 13}, {"id": "devin", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity bring back 3.1 pro. argon was way too much for some simple task, flash on the other hand was not it for long task", "link": "https://twitter.com/941670051060391936/status/2111500033157906638"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "the real problem is not that 4 isn't available in antigravity for pro users, but that 3.1 pro has been removed. there's no model more suitable for planning available unless (i assume) you use a payg api key.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6gz05/unacceptable_ai_pro_downgrade_antigravity_cli/pgz4ndq/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "3.8 is kind of just... the king of overcomplicating and getting everything wrong. it's pretty annoying imo. 3.7 was pretty dope. would like it back too.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5yzgi/please_bring_back_gemini_37_flash/pgti28a/"}]}, {"theme": "Stop silently degrading model quality", "criterion": "models.quality_drift", "authorWeeks": 108, "posts": 113, "agents": [{"id": "claude-code", "authorWeeks": 59}, {"id": "codex", "authorWeeks": 40}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i would rather chose not degrading models after launch. what's the point of having \"unlimited\" like usage if the output is not even comparable anymore when it was launched? ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7tslm/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs killig it lately guys. i love it. (please dont ever nerf opus 5.5)", "link": "https://twitter.com/1598838075458822144/status/2108529236378103883"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "seriously, dev day was such a joke. hyped up by tibo only to lay an egg with dot after cutting limits in half. dude, f dot and spaces. give us non-nerfed models with privacy and high limits. that’s all i care about. ", "link": "https://www.reddit.com/r/codex/comments/1wzxii9/i_have_to_tell_you_what_resets_really_mean/pemkgsu/"}]}, {"theme": "DeepSeek V4.1 Flash model support", "criterion": "models.catalog_access", "authorWeeks": 108, "posts": 111, "agents": [{"id": "opencode", "authorWeeks": 56}, {"id": "cursor", "authorWeeks": 11}, {"id": "factory", "authorWeeks": 10}, {"id": "kiro", "authorWeeks": 6}, {"id": "zed", "authorWeeks": 6}, {"id": "cline", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 5}, {"id": "copilot", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "yo @opencode... good luck on the security but... new deepseek flash wen? 👉 👈 🥺", "link": "https://twitter.com/944978898927964161/status/2111694862244528226"}, {"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "when would be have deepseek 4.1 flash 1017 on go plan? thanks !", "link": "https://www.reddit.com/r/opencode/comments/1x8i228/when_would_be_have_deepseek_41_flash_1017_on_go/"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@opencode we need dsf4.1 1017! will top up on another plus for that", "link": "https://twitter.com/1673923312119074817/status/2111527135353635153"}]}, {"theme": "Multi-provider model support", "criterion": "models.catalog_access", "authorWeeks": 98, "posts": 101, "agents": [{"id": "codex", "authorWeeks": 22}, {"id": "cursor", "authorWeeks": 20}, {"id": "antigravity", "authorWeeks": 18}, {"id": "claude-code", "authorWeeks": 12}, {"id": "zed", "authorWeeks": 9}, {"id": "pi", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "kiro", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity using only antigravity with gemini it's complicated, we have to use two or three a.i. to get the result..... antigravity it's amazing but again, use sonnet and gpt together", "link": "https://twitter.com/1556470074982252547/status/2111786091950874743"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "hey @ampcode any plans to add junie from jetbrains ai to the model routing?", "link": "https://twitter.com/316180959/status/2111144040406397309"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @spacexai i have been on the legacy plan, which is more perfect for me.\ni upgraded my plan and i realized that i could only access composer and grok models, which isn't suits my work at all.", "link": "https://twitter.com/1163109596610928641/status/2111080897373946337"}]}, {"theme": "Honor manually selected model", "criterion": "models.routing_auto", "authorWeeks": 97, "posts": 102, "agents": [{"id": "cursor", "authorWeeks": 42}, {"id": "codex", "authorWeeks": 28}, {"id": "claude-code", "authorWeeks": 7}, {"id": "copilot", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@thisissingleton @ryahconstantino @cursor_ai @bot yep...\nas long as bot at least obeys to what model i tell it to use", "link": "https://twitter.com/1847754073551851520/status/2110745040045625507"}, {"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "i don't want cursor imposing it's model composer or grok. i need an ability to stick to one i want and comfortable with - sonnet an example.", "link": "https://www.reddit.com/r/cursor/comments/1x4kpoo/no_more_3rd_party_model_usage_via_x_subsciption/pggbb5l/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "the models have different 'personalities', i want absolute control over which i use for what.4.6 ftw.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x350u0/anthropic_this_is_your_chance/pf7vhos/"}]}, {"theme": "Cheaper lightweight model option", "criterion": "models.catalog_access", "authorWeeks": 95, "posts": 99, "agents": [{"id": "codex", "authorWeeks": 42}, {"id": "claude-code", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 9}, {"id": "kiro", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "kiro", "date": "2026-10-17", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev i guess it’s too pricey. i think we need a lower, faster model, like haiku 5.5. or deepseek 4.1 flash", "link": "https://twitter.com/192627237/status/2111261218157830550"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "6.1 although it's called astra, i hope it has good token efficiency like opus 5.5 and is as capable as 5.6 sol, tibo 🤞\nthat's astra, and only then will openai regain its top position 💐\n#gpt61 #astra\n#openai #codex #chatgpt [link]", "link": "https://twitter.com/1578547063318454272/status/2111136833514217573"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai we want composer 3 and a cheap model at 0.10/0.50 like haiku 5.5.", "link": "https://twitter.com/789888781059035136/status/2111077594284134430"}]}, {"theme": "Keep older models available", "criterion": "models.catalog_access", "authorWeeks": 93, "posts": 100, "agents": [{"id": "antigravity", "authorWeeks": 33}, {"id": "codex", "authorWeeks": 27}, {"id": "claude-code", "authorWeeks": 14}, {"id": "opencode", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity it would have been better if sonnet 4.6 had remained available on promotional plans even after november 2, offering only 3.8 flash is such a bad decision", "link": "https://twitter.com/1292582087426322432/status/2111839388871348707"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i really wish they didn't remove the 3.1 pro model in antigravity. i don't trust the flash models to do any work needing analytical depth, but i don't like the burn rates of argon.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph613iw/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "so they removed 3.1 pro which had decent limits just to give us a tiny argon limit ? i would have preferred to keep 3.1 pro...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph2a6ym/"}]}, {"theme": "Astra model availability", "criterion": "models.catalog_access", "authorWeeks": 88, "posts": 89, "agents": [{"id": "codex", "authorWeeks": 41}, {"id": "cursor", "authorWeeks": 25}, {"id": "kiro", "authorWeeks": 9}, {"id": "opencode", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "who the fuck cares about sol ultrafast? most users don’t even have access to ultrafast. we want astra 6.1, instead they seen bent on making users burn usage even faster. ", "link": "https://www.reddit.com/r/codex/comments/1wxk6tj/they_are_completely_out_of_touch_with_what_users/"}, {"agent": "zed", "date": "2026-09-28", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev hi, when can i get access to astra and opus 5.5 thanks.", "link": "https://twitter.com/1435772434267922438/status/2104627080273293728"}, {"agent": "kiro", "date": "2026-09-23", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev please kiro, give us what we want: astra, fable, opus 5.5, sol 6, luna 6 !!! pleaseeee", "link": "https://twitter.com/1794045418445115392/status/2102796562518933904"}]}, {"theme": "Opus 5.5 model support", "criterion": "models.catalog_access", "authorWeeks": 84, "posts": 94, "agents": [{"id": "kiro", "authorWeeks": 29}, {"id": "antigravity", "authorWeeks": 27}, {"id": "opencode", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "@benvargas @____hnsn @ampcode yeah that's my medium mode right now and add opus 5.5 medium for subagents :)", "link": "https://twitter.com/1705384263867379712/status/2108794699133903047"}, {"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "@antigravity \nwhy i don't see opus 5.5 and sonet 5.5 ? [link]", "link": "https://twitter.com/2807255978/status/2107159747921146304"}, {"agent": "pi", "date": "2026-10-04", "source": "Reddit", "community": "r/PiCodingAgent", "text": "mostly codex (sol 6.1 & astra), occasionally kimi/glm/grok.\nwould love to use opus 5.5. :-(", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wxqvk2/what_model_are_you_using_with_pi/pdwgl9b/"}]}, {"theme": "Release Gemini 4 / Argon models", "criterion": "models.catalog_access", "authorWeeks": 84, "posts": 92, "agents": [{"id": "antigravity", "authorWeeks": 79}, {"id": "cline", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "continue the good work. we need a proper flash model to pair with argon next!", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7xc0v/wow_argon_is_finally_a_bit_usable_in_pro_now/ph9kq0x/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i think its only good for special cases. lets hope that they release gemini 4 flash and pro sometimes soon so we have good all-rounders, that way argon can be our \"6 astra\" for super tough tasks.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph1888a/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@rodydavis we urgently want gemini 4 flash @geminiapp @google @antigravity @officiallogank", "link": "https://twitter.com/2086871787862708224/status/2110992281771630998"}]}, {"theme": "Restore previous model version or quality", "criterion": "models.quality_drift", "authorWeeks": 78, "posts": 78, "agents": [{"id": "codex", "authorWeeks": 44}, {"id": "claude-code", "authorWeeks": 22}, {"id": "antigravity", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "not a single example audiofile = slop.\nall we want is the old [link] back or a competitor with the exact same good old models and features and settings updated to modern standarts", "link": "https://www.reddit.com/r/codex/comments/1x340s8/codex_is_an_underrated_music_production_tool_ive/ph43xr8/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "you know what will make me addicted? un-nerfed astra and cheaper price of it.", "link": "https://www.reddit.com/r/codex/comments/1x6h0oh/the_reset_system_literally_rewards_you_for_nuking/pgxa4tl/"}, {"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "for the last 24-36 hours big pickle was **incredible**! smart, fast. it was like dancing.\nnow is back to how it was 2 days ago: crawls, stops for minutes before even the \"thinking\".\nand it's quite dumb.\nwhatever you guys did, go back to yesterday! it was perfect!", "link": "https://www.reddit.com/r/opencode/comments/1x5cyn5/big_pickle_worked_great_for_36_hours_now_is_back/"}]}]}, "context": {"authorWeeks": 1272, "themes": [{"theme": "Built-in persistent memory across sessions", "criterion": "context.session_memory", "authorWeeks": 58, "posts": 60, "agents": [{"id": "claude-code", "authorWeeks": 23}, {"id": "codex", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs faster turns are great. the next speed-up is the human one: starting a session already knowing the role, the stack and the house rules. less re-explaining every morning, more shipping.", "link": "https://twitter.com/2110806845271027712/status/2111222276242706684"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "persistent context (doesn't disappear after finished task), i believe, and the ability to \"talk\" between them.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2k7dz/if_you_dont_have_access_to_claude_code_projects/pf5n4xc/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs make \"projects\" a long-term conversation, the real value is that the context no longer needs to be repeated every time. the key is how it handles conflicts and expiration of cross-session memory.", "link": "https://twitter.com/1038483863360557056/status/2109103293469192510"}]}, {"theme": "Search past conversations", "criterion": "context.session_memory", "authorWeeks": 47, "posts": 48, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 11}, {"id": "antigravity", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@yourgolddwarf @_mohansolo @antigravity the real issue isn’t open source it’s workflow friction. \nincremental history search should be table stakes for agent clis; good ux means fewer context switches, not more panels.", "link": "https://twitter.com/2063704441619140608/status/2111738892634542525"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "i really dislike starting new chat threads for ai agents.\nthere should just be one continuous interaction that remembers your full history and automatically retrieves relevant context when needed.\nplease build this @trq212 @claudedevs @claudeai @anthropicai \n#only_one_chat", "link": "https://twitter.com/1412083790005129220/status/2111502938816631223"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "why are we still only with cross conversation read and no cross conversation write yet? this is necessary for having more management for context and workflows and so on", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgz6j9t/"}]}, {"theme": "Larger context window", "criterion": "context.long_context_decay", "authorWeeks": 44, "posts": 47, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 7}, {"id": "kiro", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @leerob any chance to set 500k default context in grok 4.7 model on cursor with no 2x pricing? 🙏", "link": "https://twitter.com/1524828212081074176/status/2111209647122305390"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "whaaa. i didn't know that lol. thanks a lot. i would like to bump astra to a higher context.", "link": "https://www.reddit.com/r/codex/comments/1x3n28b/day_7_tibo/pfdp41w/"}, {"agent": "codex", "date": "2026-10-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux tibo, did you overlook the codex cli users? i carefully checked the model cache, and the context size is still 272k.", "link": "https://twitter.com/1911983254632292352/status/2109668509303373936"}]}, {"theme": "Reliable adherence to explicit user instructions", "criterion": "context.instruction_following", "authorWeeks": 44, "posts": 44, "agents": [{"id": "claude-code", "authorWeeks": 21}, {"id": "codex", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i'm curious, how should we handle cases where you explicitly tell claude three times what to do, but it still ignores all the instructions and messes things up? can we consider that behavior offensive?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1o1ev/what_is_happening/pew8k94/"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "exactly why i dont trust the thing. fucking machine should do as its told.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pe01h91/"}, {"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "text": "what the hell are you on about? i'm not going to run claude on a container. it was given specific instructions and dev boxes. it was supposed to honor those instructions. simple as that.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wt0qmb/opus_55_max_deleted_my_entire_wsl_home_directory/pcq969o/"}]}, {"theme": "Reliable adherence to rules files", "criterion": "context.instruction_files", "authorWeeks": 40, "posts": 44, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "claude-code", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 8}, {"id": "copilot", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-05", "source": "Reddit", "community": "r/opencode", "text": "[link]\nshould i need to rotate my credential it look fishy that it read .env even in [agents.md]([link]) i have say never read .env", "link": "https://www.reddit.com/r/opencode/comments/1wy493j/space_bunny_read_my_credential/"}, {"agent": "cursor", "date": "2026-10-04", "source": "Reddit", "community": "r/cursor", "text": "i already use the hooks and rules. i'll look into bugbot.\ni agree on context and harness engineering. the problem is that cursor's models simply choose to ignore the context be it in the prompt, a skill or plan. the harness also often ignores hooks and rules.", "link": "https://www.reddit.com/r/cursor/comments/1wxkg3e/cursor_no_longer_developer_tool_now_for_vibecoders/pdv8g1h/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have the opposite problem: claude regularly forgets the rules which are pushes are always to a feature branch off of develop. it still tries to push to main once a week.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxi3yd/claude_code_when_you_ask_it_to_push_to_main/pduoadi/"}]}, {"theme": "Automatic session handoff summaries", "criterion": "context.session_memory", "authorWeeks": 34, "posts": 36, "agents": [{"id": "claude-code", "authorWeeks": 20}, {"id": "codex", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "it causes information loss and possible regressions for the new sessions. modify it to make it comphrensive", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x776ms/auto_handoff_are_the_best_new_feature/ph285mn/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity hi 👋,\njust came across an issue - when you delete a worktree in git, you have no choice than to delete the associated \"chat\". it would be nice to have an option to transfer the context to another worktree.", "link": "https://twitter.com/1471445151423868932/status/2107512997728153865"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "a handover skill with plan mode + clear context is honestly extremely underrated. \nkilo code actually pioneered this. \nnot sure why claude code (cc) hasn't implemented this yet. \ncc native compact is lossy and vague, and should be phased out altogether.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wv9jxk/nerf_fixed/pd9ztbx/"}]}, {"theme": "Instructions persist through long sessions", "criterion": "context.long_context_decay", "authorWeeks": 24, "posts": 25, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-03", "source": "X", "community": "@cursor_ai", "text": "@openai: we need a way to create plan documents as first-class citizens in codex.\ncontext rot erodes our ability to effectively build and maintain a long-term plan over a long session. that's something you could learn from the folks at @cursor_ai.", "link": "https://twitter.com/15487120/status/2106490818295152642"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the useful version flags the constraint claude dropped three turns ago in a tool log, not a restatement of the last paragraph.", "link": "https://twitter.com/1667827210328363008/status/2106193213912739948"}, {"agent": "antigravity", "date": "2026-10-02", "source": "Reddit", "community": "r/google_antigravity", "text": "it is happening constantly on ide 2.5.5, you can continue the chat but it lost context and has to figure out everything again.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wvrcb2/have_we_all_just_accepted_antigravitys_server/pdfbklf/"}]}, {"theme": "Compaction preserves critical task context", "criterion": "context.compaction", "authorWeeks": 23, "posts": 23, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs haiku doing compactions is the part i'd watch.\nif the summary quietly drops one constraint, opus inherits the wrong premise and builds on it with full confidence.\ncan you pin what a compaction must keep, or is it all up to the summarizer?", "link": "https://twitter.com/1486209719740289024/status/2108000144100581627"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity improve the compaction. chat truncation is really bad. whereas the likes of cline almost has “infinite” memory in a single chat session. also fully leverage gemini’s token limits before compaction", "link": "https://twitter.com/2492820605/status/2107459763151782186"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've had that for \"preserve everything you did and why for each step of the plan\" in /compact", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wx3k1c/be_careful_what_you_wish_for/pdrgras/"}]}, {"theme": "Paste images into CLI", "criterion": "context.attachments", "authorWeeks": 21, "posts": 22, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @openaidevs could we get screenshot support in codex cli please. this is a super useful feature in claude code.\ncheers", "link": "https://twitter.com/43342139/status/2107447753961767193"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@ajambrosino can y'all make it so folks can paste images directly into codex cli on windows terminal? @openai 😭", "link": "https://twitter.com/501432078/status/2106875633607565802"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@manateelazycat i want to ask, why can't i paste this system screenshot in codex cli? 😂", "link": "https://twitter.com/5495122/status/2106756658114564339"}]}, {"theme": "Shared memory across different agent tools", "criterion": "context.session_memory", "authorWeeks": 21, "posts": 22, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 6}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "will @cursor_ai agents ever be able to reference @bot sessions, i want my cursor coding agent to know bot context and actions that were most recently done", "link": "https://twitter.com/1189092726404288512/status/2110522468247179617"}, {"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @cursor_ai add some kind of minimal db support for bots. i should not have to connect or start a service for notion, or other, just to get some kind of cross agent data store. object db, no sql, index db, or other ideas.", "link": "https://twitter.com/1083235017013239808/status/2109637792800346321"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/vibecoding", "text": "would be nice to pull context from claude code/codex into a shared system that works across the board that works. i keep switching between codex and cc, can really use a shared mem system.", "link": "https://www.reddit.com/r/vibecoding/comments/1x30gr1/im_building_an_open_protocol_for_sharing_memory/pf79ava/"}]}, {"theme": "Auditable reversible memory changes", "criterion": "context.session_memory", "authorWeeks": 20, "posts": 21, "agents": [{"id": "devin", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-08", "source": "X", "community": "@cognition", "text": "@cognition 'remove stale records' is the sentence i'd want a diff for. memory that silently rewrites itself across sessions is how a clean approval turns into a batched one six weeks later. versioned and auditable or it's just vibes with a schema.", "link": "https://twitter.com/372889273/status/2108245596717133950"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@cognition can i review and revert the overnight memory changes?\nan inferred preference needs a way to correct it when devin gets it wrong.", "link": "https://twitter.com/1898512810272763904/status/2107567161229377558"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@cognition i'd want the overnight rewrite as a diff.\nif dreaming commits memory changes straight in, nobody sees why the agent started behaving differently on monday. a reviewable pr for memory would make teams trust it.", "link": "https://twitter.com/2040696623764766720/status/2107489519985688794"}]}, {"theme": "Manual compaction command and timing control", "criterion": "context.compaction", "authorWeeks": 20, "posts": 21, "agents": [{"id": "antigravity", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 7}, {"id": "cline", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-28", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudeai we need a \"compact after this turn\" option. \nsometimes i'm away for a bit, then get bit with a non-cached compaction. [link]", "link": "https://twitter.com/58914498/status/2104387956144271362"}, {"agent": "antigravity", "date": "2026-09-20", "source": "Reddit", "community": "r/google_antigravity", "text": "i'm waiting for the ability to compact a conversation or like a branch new conversation feature 💔", "link": "https://www.reddit.com/r/google_antigravity/comments/1wk1y1u/antigravity_2_release_v2150/paxe0he/"}, {"agent": "antigravity", "date": "2026-09-19", "source": "X", "community": "@antigravity", "text": "@tigerjpeg @antigravity hey please improve antigravity it lacks a lot of features like computer use design mode and a lot of basic commands like fork compact etc feels bare 🦴 and ide has not received update for a month", "link": "https://twitter.com/2044713468931031040/status/2101359368688324765"}]}]}, "work": {"authorWeeks": 3457, "themes": [{"theme": "Subagent activity visibility", "criterion": "work.multi_agent_orchestration", "authorWeeks": 75, "posts": 77, "agents": [{"id": "codex", "authorWeeks": 21}, {"id": "claude-code", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 9}, {"id": "pi", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudedevs can we get the stats back in the new subagent view?\ni loved the fact that i could see the model being used, token usage, amount of tool calls etc. [link]", "link": "https://twitter.com/2091447861942616064/status/2110664632335487047"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the phased plan is the interesting part. for real work, i’d want to see each agent’s task and intermediate result, so it’s easy to catch a workflow going off track.", "link": "https://twitter.com/2060554585643843585/status/2108923660920840671"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "tried @claudedevs projects. @cursor_ai has nothing to worry about. yet.\n-&gt; no repo checkout in the main session: every codebase question = a cloud session\n-&gt; black box: reads my skills/playbooks? runs my subagents? no idea\nbut right direction though. @addyosmani roadmap? 🙏", "link": "https://twitter.com/2578930976/status/2108897888537571339"}]}, {"theme": "Fewer permission prompts overall", "criterion": "work.permission_prompts", "authorWeeks": 69, "posts": 69, "agents": [{"id": "antigravity", "authorWeeks": 22}, {"id": "claude-code", "authorWeeks": 19}, {"id": "codex", "authorWeeks": 18}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity what fuckass harness is this.\naccording to antigravity cli logic i have to sit in front of computer all the time and press \"always allow\" permission to each and every commands in the universe", "link": "https://twitter.com/1135175156576313344/status/2111833595690279155"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "i am tired of pressing this button. @claudeai @claudedevs \nyou don't have to remind me every second. [link]", "link": "https://twitter.com/1973082182324215808/status/2111118594772013413"}, {"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "who the fuck designed this pos @antigravity ? keep asking for permissions, how does one even use this crap ?", "link": "https://twitter.com/49987760/status/2110777208553996798"}]}, {"theme": "Messaging between agent sessions", "criterion": "work.multi_agent_orchestration", "authorWeeks": 68, "posts": 74, "agents": [{"id": "codex", "authorWeeks": 31}, {"id": "claude-code", "authorWeeks": 29}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "good idea, i've been using mcp mode to allow claude to call codex. i wish there was some way to expand the session to session messaging setup that claude has into other harnesses.\nmessaging feels more natural for agents checking something with another session and it's two-way.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x46596/i_built_a_claude_code_mod_that_hands_work_to/pfh543i/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "persistent context (doesn't disappear after finished task), i believe, and the ability to \"talk\" between them.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2k7dz/if_you_dont_have_access_to_claude_code_projects/pf5n4xc/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "true, for a quick one-off that's the simplest. it starts a separate codex run though, not the thread i have open. i wanted the two sessions i'm actually working in to talk to each other, in both directions.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz6sr8/i_was_the_clipboard_between_claude_code_and_codex/pep7lcd/"}]}, {"theme": "Native computer use capability", "criterion": "work.computer_browser_use", "authorWeeks": 66, "posts": 68, "agents": [{"id": "antigravity", "authorWeeks": 20}, {"id": "codex", "authorWeeks": 19}, {"id": "cursor", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "text": "what are the plans for the future of the harness. and are there any plans to give ag more extensive computer use if these deeper thinking models can reliably handle it?", "link": "https://www.reddit.com/r/google_antigravity/comments/1x61dlq/we_are_going_to_be_going_live_on_the_antigravity/pgrg8ua/"}, {"agent": "amp", "date": "2026-10-11", "source": "X", "community": "@AmpCode", "text": "@ampcode local computer use when? 🥺\nhad to use codex --dangerously-bypass-approvals-and-sandbox now", "link": "https://twitter.com/1670026308/status/2109225011156509165"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity replicate codex desktop and computer use for antigravity desktop. antigravity cli replicate claude code experience 😀", "link": "https://twitter.com/60029401/status/2107428585849889037"}]}, {"theme": "Built-in first-class subagent orchestration", "criterion": "work.multi_agent_orchestration", "authorWeeks": 60, "posts": 63, "agents": [{"id": "codex", "authorWeeks": 18}, {"id": "pi", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 10}, {"id": "claude-code", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "warp", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-10", "source": "Reddit", "community": "r/PiCodingAgent", "text": "its one of the best arguments for features moving into the core. still want to be able to toggle things on or off, but one subagent api would allow deeper integration without reimplementing features", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzgr8b/pioptchat_never_compact_again_endless_chat_as_a/pf4jdqp/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "a single dot is not helpful. i need a group of dots, like grok bot", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pf00l44/"}, {"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "the fact that i built a ductape version of this with @ampcode + puck + github issues + hermes is really annoying.\ni love building, but there comes a time when inventing my own tools to use on my own cuts into time i need to spend on paying projects. [link] [link]", "link": "https://twitter.com/1898512810272763904/status/2109018108816199886"}]}, {"theme": "Shorter, less verbose responses by default", "criterion": "work.response_verbosity", "authorWeeks": 60, "posts": 61, "agents": [{"id": "claude-code", "authorWeeks": 48}, {"id": "codex", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "please don't give us too many details. it might be overwhelming.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxew8d/so_why_use_fable_51_now_that_opus55_is_better_in/pdtx0uh/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why can't y'all just tell your lab buddies the models yapping too much", "link": "https://twitter.com/2043140991876542464/status/2106703088929460663"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs if a second pass has to scan the output for what i might miss, the first answer is too long, why not fix that ?", "link": "https://twitter.com/1448259399290695685/status/2106430940218007675"}]}, {"theme": "Auto and bypass modes actually honored", "criterion": "work.permission_prompts", "authorWeeks": 52, "posts": 53, "agents": [{"id": "claude-code", "authorWeeks": 19}, {"id": "antigravity", "authorWeeks": 18}, {"id": "codex", "authorWeeks": 8}, {"id": "cline", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "also, when using codex cli, i am concerned that even if it is automatically approved when \"approve for me\" is enabled, i still receive a notification waiting for approval.", "link": "https://twitter.com/1188829372918026241/status/2111922910193656089"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i wonder if you guys run the permissions-theatre claude you guys serve to the public...\nseriously, its such a pain to use your product. \neven with yolo and all the permissions set loosely.\nlearn from @bot -- let it rip", "link": "https://twitter.com/1930175775870988289/status/2111673127533265104"}, {"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "why can't @antigravity at least fix the permissions issue where it still prompts even on allow all/turbo. like wtf? almost feels like it's on purpose now.", "link": "https://twitter.com/58914498/status/2110544401768325505"}]}, {"theme": "Allow legitimate cybersecurity work", "criterion": "work.safety_refusals", "authorWeeks": 49, "posts": 53, "agents": [{"id": "claude-code", "authorWeeks": 23}, {"id": "codex", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "if auditing my own code gets blocked like i’m an attacker, what’s left for normal developers?\njust my repo — not exploits, not someone else’s box.\nsafeguards stopped the response above\ndefensive review ≠ offense. claude, this is too much.@claudeai @claudedevs", "link": "https://twitter.com/2017519131839668224/status/2111768778853998848"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@anthropicai @claudeai @claudedevs @claudecodelog your security restrictions are absolute fucking dog shit you token clipping scum. how the fuck do you deny penetration testing an app that i own? normally i would say kindly but not this time. suck a dick cuck lords fix your shit.", "link": "https://twitter.com/2083167076227682304/status/2110921256061083807"}, {"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "@antigravity hey, can you fix your filter issue? even when i'm working on my own project and ask it to do vulnerability research on my code, it blocks the request\nor at least fix it before gemini 4", "link": "https://twitter.com/874530878017372161/status/2107177856031994234"}]}, {"theme": "Fix agent getting stuck in repetitive loops", "criterion": "work.stuck_loops", "authorWeeks": 49, "posts": 50, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@shengzheyao @_mohansolo @sundarpichai @antigravity guys please fix this, it just gets stuck like this and then cant proceed. i have to create a new chat session in order to make progress. [link]", "link": "https://twitter.com/8784442/status/2111322257704538607"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode fix opencode zen space bunny saying “set me free” “let me run” over and over again in a deobfuscation task", "link": "https://twitter.com/2089407998321958912/status/2109909241033109899"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "i 100% agree with this. i've had it building stuff for the last 2 days and it goes into a loop with so many mistakes and then nothing ever gets done it just burns tokens", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x08zto/usage_limit_change/pekz8kr/"}]}, {"theme": "Multiple parallel sessions", "criterion": "work.multi_agent_orchestration", "authorWeeks": 49, "posts": 50, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@poteto and @cursor_ai team please make @bot better at multi-tasking, it's getting frustrating to deal with repeating myself all the time!", "link": "https://twitter.com/8767922/status/2111156066923004249"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@sualehasif996 @mntruell @cursor_ai \nwill you guys let me make models \"compete\" on a task so i can give them the same concept &amp; see what they all come up with at the same time (useful in ideation)", "link": "https://twitter.com/19925326/status/2110761566312558715"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@joshua_wd @claudedevs yes it would make it so easy to work on multiple projects\nnow i just have new sessions opened in dozens of new windows", "link": "https://twitter.com/1403063142960316418/status/2110485120461488349"}]}, {"theme": "Confirmation before risky actions", "criterion": "work.permission_prompts", "authorWeeks": 48, "posts": 48, "agents": [{"id": "claude-code", "authorWeeks": 16}, {"id": "codex", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@itsgoharr @claudedevs agreed. let it fill the cart, then stop at any buy, send or delete button until a person clicks it.", "link": "https://twitter.com/1620455035661320192/status/2110933446591655949"}, {"agent": "cursor", "date": "2026-10-11", "source": "Reddit", "community": "r/cursor", "text": "except this saw decided to cut the whole bench. guard's going back on with approval for every shell command, and i learned file history and restore points cover a lot less than you'd think.", "link": "https://www.reddit.com/r/cursor/comments/1x3az20/cursor_agent_ran_a_recursive_rmdir_from_c_and/pfaomjl/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "need to tell it to not open cowork/codex tasks unless you explicitly approve it via a click gate. \nit isn't intended to use tools, access mcp(s), etc. in the chat interface. it calls upon codex/cowork to do so.", "link": "https://www.reddit.com/r/codex/comments/1x37qmk/chat_counting_towards_usage/pf8j0r7/"}]}, {"theme": "Finish tasks without stopping early", "criterion": "work.premature_stop", "authorWeeks": 45, "posts": 46, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai if grok 4.8 can be trained to prevent stopping early, then it would be a great model series for a reasonable price. it just needs to be trained to go hours at a time rather than being hand-held through 10-minute sprints.", "link": "https://twitter.com/1841200327980195848/status/2108731963615977796"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i actually have my linux server set to always on even if it loses power and launches my vscode. process still requires me to chat claude from mobile and tell it to go again", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1esxn/attention_heavy_ai_users/peuavxh/"}, {"agent": "opencode", "date": "2026-10-07", "source": "X", "community": "@opencode", "text": "why the @opencode is stopping in the middle of the work?\nany ideas how to prevent it ?\ni do not have this problem with claude code [link]", "link": "https://twitter.com/1341301834527498241/status/2107956772371914892"}]}]}, "checking": {"authorWeeks": 452, "themes": [{"theme": "Stop false claims of completed work", "criterion": "verify.false_completion", "authorWeeks": 26, "posts": 27, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "but from the reports it was an awful model - it would lie about finishing a task. until they fix it, they can't release it, it would be worse disaster than 6 sol.", "link": "https://www.reddit.com/r/codex/comments/1wxq5ng/new_tibo_post/pdyyos0/"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "and the fact it keeps saying everything is good urghh. at least they could acknowledge something is wrong", "link": "https://www.reddit.com/r/codex/comments/1wwhi1o/issue_with_chatgpt/pdmofgv/"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "[[link]\n\"“review comparison” is a helper agent reviewing the code. the grey text is a faulty progress summary: the dollar figures are wrong. it mislabeled token/context counts as money. no such spending budget was set, and i made no purchases.\"\n \nsure codex... sure....", "link": "https://www.reddit.com/r/codex/comments/1wuxygw/codex_decided_to_use_usd_instead_of_tokens/"}]}, {"theme": "Per-file and per-hunk accept/reject of changes", "criterion": "verify.change_review_ui", "authorWeeks": 24, "posts": 26, "agents": [{"id": "copilot", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "i'm using claude extension in vscode with 20$ plan. it will show chat beside vscode chat. you can toggle in between. everything is good but 1 thing that bother is you cannot see all of the changes at once. in cursor you can \"keep\" or \"undo\" but not in claude chat.", "link": "https://www.reddit.com/r/cursor/comments/1x51s6g/comment/pgvtff0/"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "ui that makes things done should looks like\ntitle\nshort description here\n[ ? ] [ accept ] [ x ]", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x58riq/i_build_a_humanai_task_management_system_for_the/pglxol3/"}, {"agent": "antigravity", "date": "2026-10-07", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity provide for the option to approve and reject agent edit as it is provided in ag ide.\nprovide for terminal to be placed at other place not just at right edge", "link": "https://twitter.com/2929375687/status/2107820494879907902"}]}, {"theme": "Visible panel showing all file changes", "criterion": "verify.change_review_ui", "authorWeeks": 22, "posts": 22, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "i would go back to vs code if claude or codex extension had actual inline diffs.", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/whats_alternative_to_cursor_now/pgoukst/"}, {"agent": "copilot", "date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "text": "granular diff or it becomes unusable, like what is this idea? is it because you cant show cli edits as copilot diff? then solve that. but not showing session/yet unapproved diff is the most arrogant decision. i have to use ghc for work, we have no real alternatives unfortunately", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pf16no3/"}, {"agent": "amp", "date": "2026-10-08", "source": "X", "community": "@AmpCode", "text": ".@ampcode \nwonder if you could support gh stacked branches in the change ui? might be nice if i could see changes per stack \nor being able to search for a file\ninstead of being limited to the first 250 files [link]", "link": "https://twitter.com/1009345811036155904/status/2108086341145616850"}]}, {"theme": "Mandatory verification before claiming done", "criterion": "verify.self_testing", "authorWeeks": 17, "posts": 18, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i’d trade that head start for one extra check before “done” 😂", "link": "https://twitter.com/2006571612439773184/status/2111211753120145826"}, {"agent": "opencode", "date": "2026-10-10", "source": "Reddit", "community": "r/opencode", "text": "splitting the plan per task is the right move. add one done-check line to each file, a command or an assertion, otherwise the agent marks a task done because the file changed rather than because the work works.", "link": "https://www.reddit.com/r/opencode/comments/1x03juj/some_quick_lessons_about_agent_orquestration_i/pf1j5bt/"}, {"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "you should have both regardless, imo...but they guard the repo, not the agent. i want this caught at the end of the turn, while it still has the context to fix it...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ww3knt/claude_kept_telling_me_all_tests_pass_after/pdhtjgw/"}]}, {"theme": "Command output evidence of tests", "criterion": "verify.false_completion", "authorWeeks": 17, "posts": 17, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai ok a canvas showing what the agent actually tested and what it skipped would be really handy", "link": "https://twitter.com/1588064589937541120/status/2111633958870175899"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i meant a check that fails to run or whose result can't be read should be reported as unknown, not passed. a command that finishes successfully without printing anything is a different case.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2os3k/ive_used_claude_code_every_day_for_a_year_this_is/pf5quw5/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can it put the actual test command next to 'all tests passed'? sometimes 'all' means the one test we remembered to run.", "link": "https://twitter.com/2032200648742277120/status/2107444040992018511"}]}, {"theme": "Batched inline review comments sent to agent", "criterion": "verify.change_review_ui", "authorWeeks": 14, "posts": 16, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "zed", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux please add the ability to comment directly on image attachments in the codex app. [link]", "link": "https://twitter.com/2866837233/status/2111440343220551728"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "attach each comment to the reviewed diff and worktree. if edits move or replace the referenced lines before claude acts, flag the comment as outdated rather than applying it to whatever occupies that location.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3in6q/piccolo_a_local_code_review_tool_for_you_and_your/pfbyxnn/"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev you **really** need a review feature though (with commenting) in this day &amp; age…", "link": "https://twitter.com/1394007551348461570/status/2103372080511066375"}]}, {"theme": "Diffs against branches, commits and stacks", "criterion": "verify.change_review_ui", "authorWeeks": 14, "posts": 14, "agents": [{"id": "zed", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs running sessions in parallel moved my bottleneck from writing code to reviewing it. a combined diff view across sessions would be the killer next step.", "link": "https://twitter.com/1377103266329161736/status/2110733666406273315"}, {"agent": "amp", "date": "2026-10-08", "source": "X", "community": "@AmpCode", "text": ".@ampcode \nwonder if you could support gh stacked branches in the change ui? might be nice if i could see changes per stack \nor being able to search for a file\ninstead of being limited to the first 250 files [link]", "link": "https://twitter.com/1009345811036155904/status/2108086341145616850"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev wish these pls\n· compare all changed files against a commit/branch/revision in one multi-file diff view\n· open a file’s history and diff two versions, or compare an old version with my working tree\n· make these commands so we can bind our own shortcuts", "link": "https://twitter.com/2543890370/status/2103369091142803785"}]}, {"theme": "Overall better diff review experience", "criterion": "verify.change_review_ui", "authorWeeks": 14, "posts": 14, "agents": [{"id": "zed", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can u please for the love of god support a more richer review diffs panel on desktop? currently it just looks like a banch of colored texts", "link": "https://twitter.com/1464976703420178436/status/2110487101213217138"}, {"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "format on save, can't count the number of hours me and claude spent on this, getting the format on save and organize imports on save to auto run for the microsoft typescript language server\nedit: also better ui/ux for pr reviewing and viewing changes", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe282h4/"}, {"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "a good ux for reviewing prs and changes. they are so hardcore about ai integrations, but they dump all changes agents made to your face in a single page. i would honestly just copy what gh pr extension for vscode does. ", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe21n3o/"}]}, {"theme": "Agent summary of changes and tests run", "criterion": "verify.change_review_ui", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode background test results need a link to the code snapshot they ran against. if editing continues while a job runs, a passing result can already be stale when it arrives. showing the tested revision alongside completion would make that much easier to catch.", "link": "https://twitter.com/1621089059660566528/status/2109916407790006570"}, {"agent": "cline", "date": "2026-10-08", "source": "X", "community": "@cline", "text": "@cline a pr is a good hand-off point. what i'd want in the pr body: the exact commands it ran to test and their output. then a reviewer can tell \"tests pass\" from \"tests were skipped\" without rerunning everything.", "link": "https://twitter.com/2106145031711039489/status/2108056881629466847"}, {"agent": "factory", "date": "2026-10-04", "source": "X", "community": "@FactoryAI", "text": "@factoryai for multi-user coding agents, isolate each run by branch or worktree and make the agent post changed files plus test results before merge. shared billing without workspace isolation just scales merge conflicts.", "link": "https://twitter.com/185669612/status/2106567671840129375"}]}, {"theme": "Cross-model independent code review", "criterion": "verify.agent_code_review", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "can you choose the model yourself, but then have another auto-review it? \ni do a lot with claude or codex and then have the other do a full review. would be good to automate that ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0xu4p/just_launched_something_for_claude_code_users/peoqimk/"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "all the stuff claude makes, make sol and astra also review everything and create conversations between them to work out flaws. make it as automated as you can.", "link": "https://www.reddit.com/r/codex/comments/1wt0da9/how_do_you_use_your_double_subscriptions/pcq456w/"}, {"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs this solve a great issue. also devs need automotion for \"review\" and \"fix\" on a single sesstion with low token useges with deffrent models so we get some saving on letest and greatest models.", "link": "https://twitter.com/1424656235018653697/status/2103672127430000746"}]}, {"theme": "Restore previous diff review UI", "criterion": "verify.change_review_ui", "authorWeeks": 11, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "so overall @antigravity has done some amazing work, i do kind of miss the artifact view and being able to adjust through comments on .md was pretty cool", "link": "https://twitter.com/373800245/status/2110339484638191665"}, {"agent": "copilot", "date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "text": "latest release changes the harness it something and thee me off... \nreview changes and making edits so much harder now and just on our big release day... \nthanks copilot team for the warning... ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxspnp/my_copilot_is_not_showing_diffs_or_the_keepundo/pe6542s/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "is this feature removed? \nyou used to have a branch selector, and i cannot seem to figure out how to enter review mode anymore. \nis there another way to create a review? \nthis app seems to be progressively less intuitive by the day to me..... \nthanks.... \n[link]\n[link]\n", "link": "https://www.reddit.com/r/codex/comments/1wy7her/how_do_you_review_against_local_main_now/"}]}, {"theme": "In-app pull request review", "criterion": "verify.change_review_ui", "authorWeeks": 9, "posts": 9, "agents": [{"id": "zed", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-05", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode anyway we can get pr previews/diff inside the right sidebar please! hate going to github. i like how devin does it, just intercepts all those pr links!", "link": "https://twitter.com/870914625918849024/status/2107037932083458107"}, {"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs a dedicated portal for tracking reviews will save so much back and forth.", "link": "https://twitter.com/1462641880500342786/status/2103662496553021531"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev you have pull request / code review tools? #lazyweb", "link": "https://twitter.com/1126321/status/2103297889003033061"}]}]}, "interface": {"authorWeeks": 3854, "themes": [{"theme": "Native Android app", "criterion": "surfaces.remote_mobile", "authorWeeks": 138, "posts": 153, "agents": [{"id": "cursor", "authorWeeks": 108}, {"id": "devin", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "conductor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "amp", "date": "2026-10-17", "source": "X", "community": "@AmpCode", "text": "@rockorager @ampcode what about an android app ? would love it :)", "link": "https://twitter.com/55593922/status/2111570728738865612"}, {"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "@ampcode i would love to have a puck android app. ideally so i could just use him as my assistant on android.", "link": "https://twitter.com/15251396/status/2110770733521752522"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@ileppane @dimillian @thsottiaux syncing remotes to the android codex app would close a real gap. until that lands, mobilecli runs codex on the phone itself in a full linux environment with your normal chatgpt plan, so the agent does not need a separate remote host. [link]", "link": "https://twitter.com/2007619561110286339/status/2110611455255134455"}]}, {"theme": "Cross-device session sync", "criterion": "ui.session_history", "authorWeeks": 83, "posts": 85, "agents": [{"id": "codex", "authorWeeks": 39}, {"id": "claude-code", "authorWeeks": 19}, {"id": "antigravity", "authorWeeks": 9}, {"id": "devin", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@noah_z_zhang @devinai @devindevelopers @cognition it should do it by default, since sessions are supposed to belong to your account (email) or org", "link": "https://twitter.com/1461047860854759434/status/2111632225997582600"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudedevs for the mac app. please sync chats across different devices if they are on the same ssh.", "link": "https://twitter.com/4844352312/status/2111150339307000283"}, {"agent": "cline", "date": "2026-10-12", "source": "Reddit", "community": "r/CLine", "text": "following - i for one would like full persistency not only within cline, but also across devices. using code server, it's annoying that it's impossible to start a chat session on your desktop, continue on your tablet and finish it on your phone.", "link": "https://www.reddit.com/r/CLine/comments/1x3zk0c/cline_in_vs_code_how_can_i_make_sessions_fully/pfiir2u/"}]}, {"theme": "Official mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 83, "posts": 83, "agents": [{"id": "devin", "authorWeeks": 21}, {"id": "factory", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 6}, {"id": "zed", "authorWeeks": 6}, {"id": "conductor", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-16", "source": "X", "community": "@FactoryAI", "text": "i need an @interaction update about what’s cooking since @cognition acquired them, and i need a @factoryai mobile app. 🙏", "link": "https://twitter.com/16124492/status/2111132531512783249"}, {"agent": "devin", "date": "2026-10-16", "source": "X", "community": "@cognition", "text": "@cognition when available on web app or you announce a mobile app ? 🙄", "link": "https://twitter.com/2109717807491424256/status/2110977973721374887"}, {"agent": "antigravity", "date": "2026-10-13", "source": "X", "community": "@antigravity", "text": "what a week this is turning out to be. next up, give a worthy mobile app as well @antigravity! [link]", "link": "https://twitter.com/32356661/status/2110054358734028947"}]}, {"theme": "Overall UI/UX redesign and polish", "criterion": "ui.display_settings", "authorWeeks": 76, "posts": 77, "agents": [{"id": "codex", "authorWeeks": 30}, {"id": "antigravity", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux one of the main issues that i'm seeing right now, is you have an extremely disconnected experience across the entire codex app. these tools are all good in their own right but the ui and presentation are still very hard to understand fully.", "link": "https://twitter.com/230008143/status/2111294081137852768"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity what an awesome model, but you still need to optimize the harness and ui. antigravity is still far behind claude code and codex in terms of user experience.", "link": "https://twitter.com/2081687789008224256/status/2110392231471485166"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "how about a better codex/chatgpt app experience? one less x shitposting, one more regression test.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7bmqm/"}]}, {"theme": "Control local desktop sessions from mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 68, "posts": 70, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "cursor", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 5}, {"id": "factory", "authorWeeks": 5}, {"id": "cline", "authorWeeks": 4}, {"id": "conductor", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "what i wanna give some feedback to @claudedevs is ‘mobile experiences’.\ndispatch is managable, but cannot control the each session selectively at least in my previous experiences.", "link": "https://twitter.com/2039320635927588864/status/2111348347672166515"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs make claude code remote on mobile better like as good as codex", "link": "https://twitter.com/1398550676/status/2110665312680976718"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "claude did remote control right. i use claude remote control to control my codex agents. going through the chatgpt app sucks. fix this, tibo. then give us a reset after.", "link": "https://www.reddit.com/r/codex/comments/1x5a2tq/codex_remote_control_needs_improvement/pgkwfi3/"}]}, {"theme": "Remote control for CLI sessions", "criterion": "surfaces.remote_mobile", "authorWeeks": 61, "posts": 65, "agents": [{"id": "codex", "authorWeeks": 57}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux \ncan you please fix remote access for sessions started with codex cli ? \naccessing these sessions from android feels extremely slow and laggy.", "link": "https://twitter.com/864912178834542592/status/2111158354626404661"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "where is my codex cli remote control… gng; what are we doing.", "link": "https://twitter.com/1308621794790735872/status/2110152824411582723"}, {"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @angaisb_ mmmh... looks like you'll have to fill the hole with a new feature... maybe /rc in codex cli?", "link": "https://twitter.com/3353617339/status/2108284438798914011"}]}, {"theme": "Revert to previous UI layout", "criterion": "ui.display_settings", "authorWeeks": 60, "posts": 62, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 17}, {"id": "opencode", "authorWeeks": 16}, {"id": "copilot", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@doutorcaleb @spacex @cursor_ai don't do this, go back to how it was.", "link": "https://twitter.com/1267671003251048448/status/2111321591548400063"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode would you please stop changing the console's layout/menus please , every 2 weeks , i have to search for the new location of the api key , thanks", "link": "https://twitter.com/2096282486934315010/status/2111189124858417276"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "the text pool is neat, i wish i had both, but if i had to choose i'd rather choose the old layout, also the donut context chart was very useful, instead of weekly and 5hr usage limit, which don't explain much..!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6t0fx/where_is_the_blue_waffle_looking_usage_stats_at/"}]}, {"theme": "Group sidebar sessions by project", "criterion": "ui.display_settings", "authorWeeks": 56, "posts": 60, "agents": [{"id": "claude-code", "authorWeeks": 26}, {"id": "amp", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 5}, {"id": "zed", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-18", "source": "X", "community": "@AmpCode", "text": "@sqs @crasperjoome @ampcode having a better sidebar would help a lot!", "link": "https://twitter.com/474153793/status/2111888285324693551"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please fix this, this redesign is unusable for me! how can i browse and group sessions by repo/directory? it's crazy that i have to sift through all sessions to find an old session in an old repo i haven't worked on for a while. \n[link]", "link": "https://twitter.com/99570742/status/2111798902949347360"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "hey, please fix the chat history management in the ide. i still use the ide as my primary tool, but if i have multiple projects that i was working on, the chats are all jumbled. please also let the antigravity and antibravity ides share their chats for the same projects", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgzft4d/"}]}, {"theme": "Live visibility of agent actions and commands", "criterion": "ui.display_settings", "authorWeeks": 54, "posts": 55, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 8}, {"id": "zed", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@geminiapp and @antigravity fix this - i want to read in plain english what its doing , all other models have figured out the importance of human communication and keeping us in the loop while the ai works [link]", "link": "https://twitter.com/1809928813012525057/status/2111061155095761369"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "it’s a bit frustrating that antigravity operates silently; is there any way for me to track its progress step-by-step? with claude, for instance, i get messages at each stage that help me follow the task and ensure it doesn't veer off track.\n@antigravity @_mohansolo [link]", "link": "https://twitter.com/1533997728858243072/status/2110297023786479717"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs make the process visual. \n👉 architect style skeleton screens and blueprint-like motion graphics that visually communicate what is being done, not just short sentences of what is happening. \n@grok, @chatgpt, @geminiapp", "link": "https://twitter.com/1671730555824553985/status/2108604494015516720"}]}, {"theme": "Configurable keyboard shortcuts", "criterion": "ui.display_settings", "authorWeeks": 50, "posts": 51, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 10}, {"id": "zed", "authorWeeks": 7}, {"id": "pi", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "augment", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "i tried to use claude code desktop to see if it's better than the tui but i have to use the mouse a lot. on the askuserquestion tool for instance there is no way to answer without clicking among other issues. going back to the terminal for now until @claudedevs fix this", "link": "https://twitter.com/991182752/status/2110750071763374562"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@alexstlouis10 @chrisheatherly @alightinastorm @elonmusk @threejs @mrdoob @andersonmancini @claudeai @claudedevs @markpinc @jradoff @notch @mattshumer_ @alexandr_wang @nikitabier @bcherny @gamepix customize keyboard controls (allow to be customized buttons) and you have a fan .", "link": "https://twitter.com/77039692/status/2110498576824762831"}, {"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "is it possible to have separate @raycast shortcuts for @cursor_ai ide and agent view?\nit's tiresome shortcutting to agent window when i'm primarily in ide fine-tuning something", "link": "https://twitter.com/1536248836515061767/status/2109590459798716720"}]}, {"theme": "Agent completion and attention notifications", "criterion": "ui.display_settings", "authorWeeks": 47, "posts": 48, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 3}, {"id": "conductor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity can you guys add this desktop notification feature like vs code whenever we're out of the editor and an agent finishes a task? [link]", "link": "https://twitter.com/1756013131439235072/status/2111510976478822732"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@jacksunny18 @claudedevs i think right now the \"do it here\" option is fine but it keeps everything sequential, would be great to have a clearer view or notifications/inbox of \"things that need a decision\" because right now it gets lost in the noise", "link": "https://twitter.com/157527411/status/2111444906527105357"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@gracker_gao @claudedevs waiting for this small update on the limit is very understanding of night shift tasks. if the notifications can also distinguish between \"stopped due to insufficient quota\" and \"truly completed,\" i can just take a look in the morning and take over.", "link": "https://twitter.com/1367480252193210376/status/2110938850264817699"}]}, {"theme": "Customizable model picker", "criterion": "ui.display_settings", "authorWeeks": 45, "posts": 48, "agents": [{"id": "opencode", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 6}, {"id": "conductor", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 5}, {"id": "factory", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "text": "the picker needs a new separate section that has all the pinned models.\nor just change it back to old one.\nthis one is not comfortable.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x798cg/new_model_picker_is_not_good/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "atleast i wish they removed the greyed out model with message that \"this is only for paid users\" in the ui. yes, i get it google.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5ofnn/be_mad_at_google_that_they_are_giving_away_18/ph2g3v6/"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "i wish @opencode model picker gave little popularity ratings or \"best for\" suggestions [link]", "link": "https://twitter.com/29724482/status/2111011639541522944"}]}]}, "reliability": {"authorWeeks": 1671, "themes": [{"theme": "Faster overall response speed", "criterion": "rel.response_speed", "authorWeeks": 158, "posts": 164, "agents": [{"id": "codex", "authorWeeks": 95}, {"id": "antigravity", "authorWeeks": 19}, {"id": "opencode", "authorWeeks": 14}, {"id": "claude-code", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 9}, {"id": "devin", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@emilydahin @openai the most fatal problem with codex is that it is too slow. compared to claude, the speed difference is too much. i hope it can be resolved.", "link": "https://twitter.com/2037394626022395905/status/2110591045251842179"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "`selected model is at capacity. please try a different model.` \nsolve this and the painfully slow speeds first please", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgfocue/"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when can the codex app be optimized a bit? it's too laggy. \nalso: when can the hardware be upgraded? the model speed is too slow, like constipation.", "link": "https://twitter.com/2067101468663156736/status/2109820361399508998"}]}, {"theme": "Lower client memory usage", "criterion": "rel.client_failures", "authorWeeks": 60, "posts": 64, "agents": [{"id": "codex", "authorWeeks": 23}, {"id": "claude-code", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 5}, {"id": "zed", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs speed looks great!...any plans to also make it ram efficient?", "link": "https://twitter.com/254409634/status/2111508542775803934"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedevs any plan to reduce memory footprint? its crazy that it takes &gt; 500mb for just running an agent loop, it should be possible to optimise it to below 50mb.", "link": "https://twitter.com/1338036555756130304/status/2111490795438268518"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@jamonholmgren @cursor_ai i want to know why they need 20 gigs of mem on my machine as well", "link": "https://twitter.com/159446317/status/2111272476668035382"}]}, {"theme": "Snappier app performance", "criterion": "rel.client_failures", "authorWeeks": 59, "posts": 60, "agents": [{"id": "codex", "authorWeeks": 36}, {"id": "cursor", "authorWeeks": 8}, {"id": "amp", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "could you please fix the paid version? it’s running slowly and keeps freezing.", "link": "https://www.reddit.com/r/opencode/comments/1x7dbzz/opencode_is_at_its_peak/ph3cuj6/"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "can someone at openai make the codex app fast again?\ni don't enjoy using it anymore like i did earlier this year\nit's so slow now. what happened? [link]", "link": "https://twitter.com/1039126328883245058/status/2110477384998601154"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "i tried @zeddotdev for a few months, and i'm really sad to say that it isn't working for me at all. i wish:\n- search results were in the sidebar by default\n- search was 10x faster\n- pnpm install didn't make the files disappear for multiple mins [link]", "link": "https://twitter.com/19824931/status/2110368530801586388"}]}, {"theme": "General desktop app stability fixes", "criterion": "rel.client_failures", "authorWeeks": 41, "posts": 42, "agents": [{"id": "codex", "authorWeeks": 24}, {"id": "cline", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@bcherny @claudedevs i love the progress on the claude desktop app, but this is driving me crazy multiple times a day.\nany plans to fix it? [link]", "link": "https://twitter.com/22559860/status/2111773895514865943"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@argofowl the whole 28 day challenge is a bit disappointing at least for me. hope they will improve the codex app as well since there a lot of bugs to fix.", "link": "https://twitter.com/30184733/status/2110340073396773162"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "more usage sounds great, but i'd really like openai to prioritize fixing the issues with the chatgpt windows app and codex cli.\nplease put your full effort into making these tools stable and reliable. increased usage limits mean little if the tools themselves don't work properly.", "link": "https://twitter.com/1608370730114387969/status/2109928882426249229"}]}, {"theme": "Prioritize stability and bug fixes over features", "criterion": "rel.service_errors", "authorWeeks": 38, "posts": 42, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "was good while it lasted... for a good 3-4 days maybe. now back to hobo economics. wish they'd provide a stable service but it's too much to ask", "link": "https://www.reddit.com/r/codex/comments/1x6vafr/codex_usage_on_pro_drain_faster_today/ph0i0bp/"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "yeah give me more usage so that i can hammer the already fried servers.\nstop with the resets and give me a usable service.", "link": "https://www.reddit.com/r/codex/comments/1x5kwl9/codex_down/pgng89r/"}, {"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "first fix the existing issues. launching new things we will not change the reputation and image of support. cattle stunt force", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pgfhli3/"}]}, {"theme": "Reliable update mechanism", "criterion": "rel.update_breakage", "authorWeeks": 38, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux updating codex cli is not easy. it also leaves stale copies of the same. we never know whether it really updated or reran a empty action script.\nupdating codex via npm install -g @openai/codex...\nnpm warn cleanup f…\n🎉 update ran successfully! please restart codex.", "link": "https://twitter.com/772861064/status/2111803222222332127"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity don't bullshit us! you can't even make antigravity auto-update, yet you keep hyping up your argon model.", "link": "https://twitter.com/1142323132147150848/status/2110265864792707176"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "one user says their codex app, on version 26.[phone], stopped working on october 7, though the in-app updater reports no newer build. they believe that version is still the broken release. [link]", "link": "https://twitter.com/2095886848413310977/status/2108674799027249175"}]}, {"theme": "Fix ongoing service outages", "criterion": "rel.service_errors", "authorWeeks": 33, "posts": 35, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-04", "source": "X", "community": "@cursor_ai", "text": "@bot is great but the downtimes are insane. im on the 60/month plan intent on upgrading because i use it so much, but fear of it being down multiple times a week scares me. @elonmusk @cursor_ai @spacexai please fix this 🙏🙏", "link": "https://twitter.com/1140892292615565317/status/2106788272412426446"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/OpenAI", "text": "chatgpt and codex experiencing issues.\nu/openai please fix it.", "link": "https://www.reddit.com/r/OpenAI/comments/1wtme38/chatgpt_and_codex_experiencing_issues/"}, {"agent": "codex", "date": "2026-09-29", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "what happened with chatgpt these past two days? since yesterday, the mac intel app has completely stopped working, and today i can't even log into the chatgpt account with the codex cli! is it on strike for two days?", "link": "https://twitter.com/1732059467221553152/status/2105043374310928858"}]}, {"theme": "Fix app failing to launch", "criterion": "rel.client_failures", "authorWeeks": 33, "posts": 34, "agents": [{"id": "codex", "authorWeeks": 22}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux fix \"codex app is not available\" in win chatgpt app, bro.\nand make app faster🥲", "link": "https://twitter.com/1599045464581894144/status/2110633365485584454"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when's this fixed? \n&gt; codex .\nerror: account/read failed during tui bootstrap: account/read failed: failed to load workspace requirements (code -[zip code])\ncodex-cli 0.162.1", "link": "https://twitter.com/1392478229479440385/status/2109880298016313567"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex stopped launching on my mac today: \"missing optional dependency openai/codex-darwin-arm64\".\nchecked npm. 0.162.1 is published, but its darwin-arm64 build returns a 404. that binary is an optional dependency, so npm skipped it without failing the install.\n@thsottiaux", "link": "https://twitter.com/1972292474426228736/status/2108648975163392457"}]}, {"theme": "Fix app freezing and hanging", "criterion": "rel.client_failures", "authorWeeks": 32, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 17}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux hey tibo, the codex app keeps freezing terribly whenever i type a prompt—i literally want to throw my laptop. when is this getting fixed, or is there a workaround? claude runs with zero lag right next to it, why is it only codex?!", "link": "https://twitter.com/2098770974103764992/status/2110365553584136649"}, {"agent": "codex", "date": "2026-10-07", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openai should focus less on models and more on fixing codex cli freezing in vs code\nif you're trying to get me out of my terminal and into the codex app i'm telling you i'd rather churn and switch to claude code", "link": "https://twitter.com/1775088861015851008/status/2107909363503616484"}, {"agent": "opencode", "date": "2026-10-06", "source": "X", "community": "@opencode", "text": "opencode desktop 2.0.24 kept freezing on windows. a local patch fixed it for me: replace queuemicrotask with requestanimationframe in the chat virtualizer’s resize and cold-start settling batches. back up app.asar first—updates overwrite the patch. @opencode", "link": "https://twitter.com/2044224708804034560/status/2107406971305619830"}]}, {"theme": "Lower CPU and GPU usage", "criterion": "rel.client_failures", "authorWeeks": 32, "posts": 34, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @thsottiaux i would love to get an update for the codex app. it’s eating my pc and mac alive. why is it the worst performing app by a margin? even my vibe coded gamer focused ide performs 10x better", "link": "https://twitter.com/164298801/status/2110304977021247679"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i really just dont want you messing around with the local experience... at all... this has made the desktop experience crawl.", "link": "https://twitter.com/1834188316574359552/status/2108961937732378705"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux two important things:\n1. reduce the resources codex app uses\n2. make remote connections work more reliably for phone vibe coding", "link": "https://twitter.com/15236779/status/2106848276490092961"}]}, {"theme": "Fix model-at-capacity and overload errors", "criterion": "rel.service_errors", "authorWeeks": 30, "posts": 32, "agents": [{"id": "codex", "authorWeeks": 27}, {"id": "antigravity", "authorWeeks": 3}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "`selected model is at capacity. please try a different model.` \nsolve this and the painfully slow speeds first please", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgfocue/"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "three times in a row, the selected model is at capacity, and the tasks are all stuck halfway. @thsottiaux, where is the promised optimization? has it really been optimized? @openai #codex #openai [link]", "link": "https://twitter.com/2021473049292447744/status/2108364180260573389"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "of course it's so fast, most users cannot even use the service anymore with \"model at capacity\" or \"internal server error\", lol.", "link": "https://www.reddit.com/r/codex/comments/1wyhcvo/speed_got_better_report_yours/pe2u9ak/"}]}, {"theme": "Fix app and CLI crashes", "criterion": "rel.client_failures", "authorWeeks": 29, "posts": 29, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 8}, {"id": "cline", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity cool,\nnow can you get it to fix the bugs in anti gravity? can’t even submit a bug report as it crashes before it sends it", "link": "https://twitter.com/2625078508/status/2111186305925460346"}, {"agent": "codex", "date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux maybe fix the vibecoded codex app? 3 mac/linux crashes in 1 day", "link": "https://twitter.com/1622328672081297408/status/2109217382782689667"}, {"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux tibo, the codex app ui has been crashing very often now in the last 2 releases of the app. please fix.", "link": "https://twitter.com/841384052/status/2108101156337758691"}]}]}, "account": {"authorWeeks": 1413, "themes": [{"theme": "Fix account linking and unification", "criterion": "account.support", "authorWeeks": 69, "posts": 80, "agents": [{"id": "cursor", "authorWeeks": 63}, {"id": "claude-code", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @petergyang @x @nikitabier @support my grok bot is still blocked from a bug that went live last monday, causing @cursor_ai to classify my account as ineligible for grok @bot, even though i have always had x premium+.", "link": "https://twitter.com/1734426860606701568/status/2111909828134371490"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "i’m trying to unify my cursor, grok, grok bot and x accounts, all using the same email, but cursor credit blocks the merge and grok says it’s already part of another account setup. could the team help with this? thanks!\n@cursor_ai @bot @grok [link]", "link": "https://twitter.com/1610850704511610886/status/2111757180345131465"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @cursor_ai @grok @xai\nticket t-h56848\ni already use grok bot with supergrok. after linking my x account yesterday, cursor says the account is “already linked to a different grok account.”\nall my bots are here. why did linking break existing access? support can’t unlink.", "link": "https://twitter.com/91778393/status/2111005633235628162"}]}, {"theme": "Human review and appeals for bans", "criterion": "account.support", "authorWeeks": 64, "posts": 76, "agents": [{"id": "claude-code", "authorWeeks": 26}, {"id": "cursor", "authorWeeks": 24}, {"id": "antigravity", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@codeglitch yes, until you get banned for no stated reason with no appeals process or recourse. @cursor_ai support needs to get fixed.", "link": "https://twitter.com/1730316704440348672/status/2111846306276573623"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "# appeal reviewed by human , bots shouldn't process an appeal", "link": "https://www.reddit.com/r/codex/comments/1x7vzn5/pro_account_deactivated_with_no_explanation_and/ph8yco1/"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "my grok bot / cursor account was permanently banned with no clear explanation.\ni paid good money and it had replaced a $300/month agency.\n3 emails asking for human review → only the ai “sam” replies: no review, no refund, permanent ban.\nridiculous.\n@elonmusk @cursor_ai", "link": "https://twitter.com/1168698756763664385/status/2111529306367176705"}]}, {"theme": "Faster, more responsive customer support", "criterion": "account.support", "authorWeeks": 62, "posts": 68, "agents": [{"id": "cursor", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 14}, {"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 5}, {"id": "cline", "authorWeeks": 5}, {"id": "kiro", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "factory", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@elonmusk i sure wish @cursor_ai customer support got a massive upgrade! 6 days still waiting to fix my grok bot account!", "link": "https://twitter.com/2459333396/status/2111891393945940324"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@jacobwitt6 @cursor_ai fixed. thanks. would it not be better to have a monitored support account?", "link": "https://twitter.com/24383169/status/2111435451387052314"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @joehansen cursor customer service is tragic btw. needs a massive upgrade. a lot of us legacy account holders from x and grok having big problems specific to @cursor_ai.", "link": "https://twitter.com/1964336108629536768/status/2110634146574000232"}]}, {"theme": "Refund usage lost to failures and outages", "criterion": "account.billing_errors", "authorWeeks": 61, "posts": 62, "agents": [{"id": "claude-code", "authorWeeks": 27}, {"id": "codex", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@dredaicnc @antigravity .@officiallogank i’m getting same error and my usage limit reduced without any output ☹️ please do something [link]", "link": "https://twitter.com/560049454/status/2111158268932641231"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "that’s what i was asking for. equivalent time that they knocked off back on the max plan but they wouldn’t do it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x62sro/max_subscription_but_only_pro_usage/pgswdqc/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "completely fine with this - as long as the 100 that i do get actually work instead of 'thinking failed' (and yes, they seem to be counting against my quota).", "link": "https://www.reddit.com/r/codex/comments/1wuzd3u/gpt6_pro_messages_drops_from_200_to_100_per_week/pdcedie/"}]}, {"theme": "Reinstate banned or suspended accounts", "criterion": "account.bans_restrictions", "authorWeeks": 60, "posts": 74, "agents": [{"id": "claude-code", "authorWeeks": 22}, {"id": "cursor", "authorWeeks": 19}, {"id": "antigravity", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-18", "source": "X", "community": "@AmpCode", "text": "hi @ampcode, my amp account has been blocked since october 11 with the error “access blocked, please contact support.”\ni’ve emailed [email] multiple times but haven’t received any response.\ncould someone from your team please review my case or help me? \nthank you!", "link": "https://twitter.com/1415478917872328704/status/2111844060734591038"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedevs i paid $125 for claude max but keep getting locked out, disrupting my work and income. please help restore access. if i’m ineligible, please let me export my chats and work and disconnect my accounts so i can move to another ai. thank you.", "link": "https://twitter.com/1875619622755459072/status/2111521030376243228"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you unban my account? i just used it for 3 hours and it stopped working. i just want to use it to create videos.", "link": "https://twitter.com/1624425038089973763/status/2111308001139441833"}]}, {"theme": "Working refund process", "criterion": "account.support", "authorWeeks": 58, "posts": 64, "agents": [{"id": "cursor", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 15}, {"id": "codex", "authorWeeks": 9}, {"id": "opencode", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode @thdxr @jayair adding the rest of the founding team for visibility: @fanjiewang @aeduhm — day 13, still no reply on the $10 ach refund requested oct 7. @opencode @thdxr @jayair #opencode", "link": "https://twitter.com/243472370/status/2111920508405202988"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "claude has made refunds impossible!!!\neven customer support doesn't work!! whyyyy!?!!?!\nand why tf doesn't weekly limit reset when the plan renews!!! this makes absolutely nooo sense!!\n@claudedevs @claudeai @bcherny @anthropicai \nhelp me @theo [link]", "link": "https://twitter.com/203435236/status/2111723679675793479"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "planning to switch to claude + opencode\nand downgrade cursor to $20 plan just for grokbot\n@ericzakariasson @cursor_ai @bot how do i get a refund? [link]", "link": "https://twitter.com/1529553742886207489/status/2111159047009554680"}]}, {"theme": "Human support for billing disputes", "criterion": "account.support", "authorWeeks": 56, "posts": 61, "agents": [{"id": "cursor", "authorWeeks": 29}, {"id": "claude-code", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai ultra plan at 1% usage, but cloud agents are billed to additional usage and blocked at the $20 cap. ticket t-h33808, open since oct 14 with no human reply. can someone from the team help? [link]", "link": "https://twitter.com/1445438596685705216/status/2111035361958801641"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "wtf, i have been getting an ai automated response from @cursor_ai when i raise a complaint ticket about the @grok subscription plan through their app.\nyo @elonmusk , please assign a human to help me out resolving the issue i have been facing for the past hour. can you?", "link": "https://twitter.com/1384836964084420608/status/2110349359732916463"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i've been waiting days for answers on cursor charging my team +$800 in just 3 days because you put grok 4.7 fast on the security review automation by mistake, and no answer at all. we spend more than 10k/month on cursor, and cant get an answer in 24h", "link": "https://twitter.com/902678514498985984/status/2110281234152894726"}]}, {"theme": "Availability in more countries", "criterion": "account.bans_restrictions", "authorWeeks": 53, "posts": 56, "agents": [{"id": "opencode", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 15}, {"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 4}, {"id": "kiro", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please relax your review process instead of banning all ips that may be related to china.", "link": "https://twitter.com/2109916331789410304/status/2111339864037949868"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "amazing! again shipping something that’s not available for the eu. this is a joke.", "link": "https://www.reddit.com/r/codex/comments/1wzdvpn/tibo_day_23/peb2i96/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity disable region limitations if you want more users", "link": "https://twitter.com/2044443202724229120/status/2107441105860190717"}]}, {"theme": "Access to human support instead of bots", "criterion": "account.support", "authorWeeks": 45, "posts": 53, "agents": [{"id": "cursor", "authorWeeks": 21}, {"id": "claude-code", "authorWeeks": 17}, {"id": "antigravity", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@grok @bot @cursor_ai @leerob @elonmusk i have already emailed support @ [link] and they have not been able to help.\n@leerob ? @elonmusk ?", "link": "https://twitter.com/1592584845875617794/status/2111844371133821379"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @claudedevs please someone help me, i can't get in contact with support at all [link]", "link": "https://twitter.com/2096146575080734722/status/2111528090493157834"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @cursor_ai can you guys make it possible to reach an agent or anything in support? i am stuck in a loop and i need urgent support!! it shouldn't be this hard!!!", "link": "https://twitter.com/1230377180259069952/status/2111184735389278562"}]}, {"theme": "Accurate status page and outage updates", "criterion": "account.support", "authorWeeks": 42, "posts": 45, "agents": [{"id": "antigravity", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 10}, {"id": "codex", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "dear @opencode, you gotta fix it. show some decency by doing some communication. otherwise serious workloads are going to jump out.", "link": "https://twitter.com/513178685/status/2111774372260462783"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "yo @bot how about disclosing this and giving people like me an incident link to follow? i’m waiting.. @spacexai @cursor_ai @grok [link]", "link": "https://twitter.com/25778810/status/2111682201461141713"}, {"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode “1.4% affected” is the company’s denominator. \nfor someone receiving that email, it’s their entire account. \nthe public explanation needs to be written from their end too.", "link": "https://twitter.com/14673205/status/2111634753078301067"}]}, {"theme": "Fix locked accounts and restore access", "criterion": "account.support", "authorWeeks": 36, "posts": 64, "agents": [{"id": "claude-code", "authorWeeks": 14}, {"id": "cursor", "authorWeeks": 14}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai pls put me a dm, there is no chance i get any support with my super plan. i am running out of options and its several days now without access", "link": "https://twitter.com/1746480008787525632/status/2111818535559188784"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@poteto hello, i still (after a week) haven’t gain access or got a response from xai or @cursor_ai or @spacex @spacexai @subscriptions \nnot of their support answer an email. and i lost access to all bots, to grok, to all my data, even to the x verified lol. please need help!!!", "link": "https://twitter.com/2869609899/status/2111094395030446463"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@mehulmpt @claudedevs hahaha... @claudeai please resolve this because pants on fire..", "link": "https://twitter.com/1795410403092234241/status/2108046912750596485"}]}, {"theme": "Refunds or compensation for wasted usage", "criterion": "account.support", "authorWeeks": 36, "posts": 37, "agents": [{"id": "codex", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai annual pro (us$192, paid oct 10). 2 days later my monthly other models quota was gone, 76% from one opus run. no warning. ai support (ticket t-h8941) refused any refund. can a human please review?", "link": "https://twitter.com/2928653832/status/2109464921532666297"}, {"agent": "antigravity", "date": "2026-10-07", "source": "X", "community": "@antigravity", "text": "@ckbrox13 @jfonsecarivera @google @antigravity what about the bait and switch you guys did to the subscribers who signed up using your partner offers in india? can you do something for them or stay silent like your other colleagues?", "link": "https://twitter.com/1352626389393014784/status/2107720244399657274"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "it’s more about the fact that we’re being excluded altogether while paying the same amount. they really ought to compensate us somehow. no idea how, though.", "link": "https://www.reddit.com/r/codex/comments/1wz0m4z/are_we_europeans_missing_out_in_the_latest_update/pe7f6uc/"}]}]}, "limits.plan_value": {"authorWeeks": 1939, "themes": [{"theme": "Higher overall usage limits", "criterion": "limits.plan_value", "authorWeeks": 402, "posts": 425, "agents": [{"id": "codex", "authorWeeks": 147}, {"id": "claude-code", "authorWeeks": 97}, {"id": "antigravity", "authorWeeks": 52}, {"id": "opencode", "authorWeeks": 38}, {"id": "cursor", "authorWeeks": 28}, {"id": "devin", "authorWeeks": 21}, {"id": "factory", "authorWeeks": 8}, {"id": "cline", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "they should do like openrouter and give us 10x higher limits for paying customers", "link": "https://www.reddit.com/r/opencode/comments/1x7vjd8/deepseek_v41_flash_rate_limit_on_opencode/ph7qz9v/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "forget jio, giving paying users usable limits. 5% per prompt is unacceptable. i had it research and create (2 prompts) working heart pumping fluid simulation and it consumed 59% of my usage !!", "link": "https://www.reddit.com/r/google_antigravity/comments/1x59r6k/argon_for_pro_plan_even_for_jio/ph57iq0/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity out of tokens. you need to figure something out.", "link": "https://twitter.com/1364413856/status/2111179292147327422"}]}, {"theme": "Higher-priced tier above current top plan", "criterion": "limits.plan_value", "authorWeeks": 148, "posts": 155, "agents": [{"id": "codex", "authorWeeks": 67}, {"id": "claude-code", "authorWeeks": 48}, {"id": "opencode", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 11}, {"id": "devin", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@stefanogpt i need more usage! a $300, $400, and/or $500 subscription plan would help greatly (like openai)!\n@bcherny @darioamodei @claudeai @claudedevs @anthropicai @karpathy @trq212 @amorriscode", "link": "https://twitter.com/1338556371105689608/status/2111661757785591855"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "please can you add a $500 account with x50 ? @claudedevs @claudeai [link]", "link": "https://twitter.com/842704634/status/2111019236986663370"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "can we please get a @claudedevs $800 plan with 4x the current limits?", "link": "https://twitter.com/1400403141376552962/status/2110772511528923556"}]}, {"theme": "Mid-priced tier between existing plans", "criterion": "limits.plan_value", "authorWeeks": 139, "posts": 150, "agents": [{"id": "codex", "authorWeeks": 46}, {"id": "devin", "authorWeeks": 33}, {"id": "opencode", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@scarletkc @yifanxu_ephai @cognition teacher, i want it too!!! save the kids, $20 is too painful! $200 is too expensive!", "link": "https://twitter.com/1274899473244684293/status/2111643392585392219"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i hope to add a plan between pro and max for $60 or $100!", "link": "https://twitter.com/2065820231470399488/status/2111411366057988354"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i only want to subscribe to their service, but i only have a budget of $100 for the main product 😢", "link": "https://twitter.com/2104745988888141824/status/2111407848517415220"}]}, {"theme": "More token-efficient models", "criterion": "limits.plan_value", "authorWeeks": 136, "posts": 139, "agents": [{"id": "codex", "authorWeeks": 94}, {"id": "claude-code", "authorWeeks": 22}, {"id": "opencode", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai leave this stuff to grok \nyou focus on being more efficient with tokens", "link": "https://twitter.com/144610383/status/2111209449905864731"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "you wouldn't get any meaningful usage from argon with our limits anyway, it would be like trying to use opus. hopefully they get a cheaper pro variant soon.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x5hkme/pro_users_doesnt_get_pro_in_the_agy_app_after/pgtatne/"}, {"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "pass. 20x too expensive for contributor use. divide by 20 and ill think about it.", "link": "https://www.reddit.com/r/opencode/comments/1x5l5bm/gemini_4_argon_is_now_in_opencode_go/pgolm2f/"}]}, {"theme": "Higher allowance on top-tier plans", "criterion": "limits.plan_value", "authorWeeks": 122, "posts": 123, "agents": [{"id": "codex", "authorWeeks": 47}, {"id": "claude-code", "authorWeeks": 43}, {"id": "cursor", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 9}, {"id": "devin", "authorWeeks": 7}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "they should buff the weekly limits on ultra, this is not a pro plan...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7h6gi/what_is_the_point_of_ultra_in_argon/ph42itl/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "i'm also 200 usd ultra and i'm using low or medium because if not my quota would be depleted in 3-4 days i think they should increase the quota at least 30% to make it truly balanced", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6qfc3/need_higher_capacity_on_200_ultra_plan/pgxkquu/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "yes this is going to make even ai ultra plan not attractive anymore. this definitely needs a recalibration [u/sounddr]([link])", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6qfc3/need_higher_capacity_on_200_ultra_plan/pgxiqnz/"}]}, {"theme": "Higher limits for specific models", "criterion": "limits.plan_value", "authorWeeks": 112, "posts": 114, "agents": [{"id": "antigravity", "authorWeeks": 35}, {"id": "codex", "authorWeeks": 20}, {"id": "cursor", "authorWeeks": 20}, {"id": "opencode", "authorWeeks": 15}, {"id": "claude-code", "authorWeeks": 13}, {"id": "devin", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition increase the max limit a bit, opus is not enough to use 😭", "link": "https://twitter.com/844779026329718785/status/2111869927527510204"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "once google fixes their usage limits argon will be better than claude, argon is much more capable able to fix issues opus was struggling with. once we get more usage limits for argon on pro i’m going to remove my claude subscription", "link": "https://www.reddit.com/r/google_antigravity/comments/1x81ozy/is_this_time_to_switch_from_antigravvity/ph9q481/"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@teslastars @grok @bot @cursor_ai @x good point!\nis there an alternative plan that swaps cursor ai for more usage on @bot and @grok? is there a way to get back the old ads and get more usage instead?", "link": "https://twitter.com/122159467/status/2111508648341967133"}]}, {"theme": "Higher allowance on entry-level plans", "criterion": "limits.plan_value", "authorWeeks": 104, "posts": 108, "agents": [{"id": "codex", "authorWeeks": 42}, {"id": "antigravity", "authorWeeks": 21}, {"id": "claude-code", "authorWeeks": 14}, {"id": "opencode", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 9}, {"id": "factory", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@mfon_crypto @antigravity yeah it's actually good \nbut they need to improve the token limit for pro subscribers", "link": "https://twitter.com/1346225175344390145/status/2111730475442032732"}, {"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity raise the quota to be usable, seriously, it should replace the 3.1 pro. google ai pro but doesn’t have any pro models, are u guys joking?", "link": "https://twitter.com/123365055/status/2111603264521445660"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity did you improve the ridiculous limits? if not, this is useless for us pro clients.", "link": "https://twitter.com/370390213/status/2111149730151686437"}]}, {"theme": "Lower subscription prices", "criterion": "limits.plan_value", "authorWeeks": 100, "posts": 101, "agents": [{"id": "codex", "authorWeeks": 38}, {"id": "claude-code", "authorWeeks": 24}, {"id": "opencode", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 10}, {"id": "devin", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "non-developer. with claude, i built a multi-layered ai tutor for junior classes serverless on cloudflare (d1, kv), llm question banks, tts, github actions ci.\nno pat on back, instead claude price: ₹1,999 → ₹2,399.\n@anthropicai @claudeai @claudedevs anything for non-coders?", "link": "https://twitter.com/1365926520858943492/status/2111066867813306403"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai that's great. it launched so quickly. it would be better if we adjust the price a bit", "link": "https://twitter.com/2107876943718981632/status/2110169266851045819"}, {"agent": "opencode", "date": "2026-10-09", "source": "Reddit", "community": "r/opencode", "text": "decent but more expensive and so much slower than ds. it's a good model if we get it at $60 limit in go, otherwise don't think worth it. ", "link": "https://www.reddit.com/r/opencode/comments/1x1gsfy/step_5_preview_free_what_do_you_think/peu4yhn/"}]}, {"theme": "Usage scaled to plan price", "criterion": "limits.plan_value", "authorWeeks": 95, "posts": 101, "agents": [{"id": "codex", "authorWeeks": 45}, {"id": "claude-code", "authorWeeks": 22}, {"id": "opencode", "authorWeeks": 17}, {"id": "cursor", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "last time we complained they increased the token limit. prices should reflect reasonable usage.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x67gwe/ai_pro_subscribers_need_to_stop_complaining_hear/pgsvt4w/"}, {"agent": "opencode", "date": "2026-10-11", "source": "X", "community": "@opencode", "text": "why does the @opencode go plus plan cost 4x more than go but not give you x4 the usage?\non some models it's 2x, others 3x, and a few are actually 4x.\nbuying 4 $10 subs gives you more usage across all models that one $40 sub.\nwhy??? [link] [link]", "link": "https://twitter.com/2048290395323297792/status/2109228813351547283"}, {"agent": "antigravity", "date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "text": "based on pro plan the amount of credits we are getting in antigravity is much lower than what i have paid for. if you are a very rich guy bro i have no problem spend thousands of dollar's", "link": "https://www.reddit.com/r/google_antigravity/comments/1wy48lb/google_must_increase_the_tokens_for_claude_models/pdzgvuc/"}]}, {"theme": "Higher weekly usage limit", "criterion": "limits.plan_value", "authorWeeks": 78, "posts": 79, "agents": [{"id": "claude-code", "authorWeeks": 28}, {"id": "codex", "authorWeeks": 20}, {"id": "antigravity", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 3}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity the weekly usage quota you provided is very, very low. i hope you will reconsider it.", "link": "https://twitter.com/94892925/status/2111220951686000755"}, {"agent": "factory", "date": "2026-10-16", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai please increase weekly-monthly limits? can you hear me?? [link]", "link": "https://twitter.com/1896160400716267520/status/2111183308725817686"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "i would say double the quota - i dont want to have that anxiety where i am constantly looking at my weekly limits.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6qfc3/need_higher_capacity_on_200_ultra_plan/pgxntes/"}]}, {"theme": "Cheaper low-priced entry plan tier", "criterion": "limits.plan_value", "authorWeeks": 71, "posts": 71, "agents": [{"id": "opencode", "authorWeeks": 34}, {"id": "codex", "authorWeeks": 16}, {"id": "devin", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "warp", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-15", "source": "X", "community": "@cognition", "text": "@chris_wozniczek @cognition @cognition needs to release a plan offering only swe model with subsidised limits if possible. it should be a hit if more people get acquainted with it.", "link": "https://twitter.com/1878743506094895104/status/2110619432804602223"}, {"agent": "devin", "date": "2026-10-10", "source": "X", "community": "@DevinAI", "text": "@chris_wozniczek @devinai honestly i wish i could get atleast 20 bucks devin sub before that promo ends !... cause that's all i want rn lol", "link": "https://twitter.com/1374290383455232000/status/2108968278681170322"}, {"agent": "zed", "date": "2026-10-08", "source": "Reddit", "community": "r/ZedEditor", "text": "yes! u/zed_joseph u/morganatzed can we have $5 plan only for edit predictions? i would take it immediately :d", "link": "https://www.reddit.com/r/ZedEditor/comments/1w105l9/edit_predictions_are_leaving_the_free_personal/peown3g/"}]}, {"theme": "Unlimited usage plan option", "criterion": "limits.plan_value", "authorWeeks": 61, "posts": 62, "agents": [{"id": "codex", "authorWeeks": 38}, {"id": "claude-code", "authorWeeks": 12}, {"id": "devin", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "tbh i would pay a rather absurd rate for a true unlimited plan. i would even be fine with keeping dynamic 5 hour rate limits based on compute demand. its just annoying that what i get for my money flucuates so bad on so many different parameters", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3fxqt/why_dont_i_have_a_weekly_limit/pgeneho/"}, {"agent": "devin", "date": "2026-10-10", "source": "Reddit", "community": "r/CognitionLabs", "text": "imo, they can introduce a 50$ subscription with unlimited usage on swe 2. ", "link": "https://www.reddit.com/r/CognitionLabs/comments/1wytg8f/is_swe_20_no_longer_free_after_1016_without_a/pf23ne8/"}, {"agent": "codex", "date": "2026-10-07", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openaidevs launch it for the codex app first and gives us unlimited gpt astra, because if we select that, it can route easier tasks to cheaper models. basically, the chance of finishing a task increases a lot.", "link": "https://twitter.com/1672274210054619136/status/2107855826400723252"}]}]}, "limits.window_interrupts_work": {"authorWeeks": 711, "themes": [{"theme": "Remove the 5-hour usage window", "criterion": "limits.window_interrupts_work", "authorWeeks": 221, "posts": 237, "agents": [{"id": "codex", "authorWeeks": 140}, {"id": "claude-code", "authorWeeks": 61}, {"id": "antigravity", "authorWeeks": 7}, {"id": "factory", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "resets would be more useful without the 5 hour limit on the $20 plan.", "link": "https://www.reddit.com/r/codex/comments/1x7ls35/the_reset_economy_then_and_now/ph6u7ag/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@trq212 @claudedevs isn't it possible to make the 5h limits go away like codex? sometimes i work a lot in 5h and reaches the limits but most of time i stay within the limits. it would be nice so i can stay on the flow and finish the tasks instead of wait for the reset.", "link": "https://twitter.com/991182752/status/2110082702171115933"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "someone who has a 8 to 5 work and commutes while consuming an additional 1hr would benefit in a no 5hr limit.\nnot everyone is a fulltime developer on their own projects.\n", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfekp12/"}]}, {"theme": "Auto-resume after usage limit reset", "criterion": "limits.window_interrupts_work", "authorWeeks": 63, "posts": 68, "agents": [{"id": "codex", "authorWeeks": 31}, {"id": "claude-code", "authorWeeks": 24}, {"id": "antigravity", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openaidevs would be cool to have codex app anticipate you running out of credits and writing some kind of pause log of where it left off, and the ability to enable automatic restart", "link": "https://twitter.com/2724600660/status/2111326501778149514"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "hey @thsottiaux, we'd love auto-resume after rate limits in codex cli, just like claude code! when the 5-hour limit hits, codex should wait until the reset and pick up where it left off. a game-changer for autonomous workflows! 🚀", "link": "https://twitter.com/1085263049353805826/status/2110425543082647813"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i mean i will accept 5000$/month more of api cost equivalence at the price of paying a 17$/month anthropic subscription to orchestrate openclaw or equivalent to just resume my processes every 5 hours or so........", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf71p6j/"}]}, {"theme": "Longer rolling usage window duration", "criterion": "limits.window_interrupts_work", "authorWeeks": 63, "posts": 65, "agents": [{"id": "codex", "authorWeeks": 42}, {"id": "claude-code", "authorWeeks": 17}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "yes, because with a 5h limit i won't be able to use my weekly usage. i have to plan my day around when the limits reset and do a little bit of work every day. i like to do 2-3 days of heavy work and then i do very little or nothing on other days.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7bzy7/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "haha i don't think so man.... i've been using codex for over a year now and i'm good. the 5 hour coming back sucks balls but that's my only complaint.", "link": "https://www.reddit.com/r/codex/comments/1x0dngq/does_anyone_in_this_subreddit_do_anything_besides/pemtfsf/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "hurts to say it but yeah i would take it too lol, really wish they did something about the 5h limit ", "link": "https://www.reddit.com/r/codex/comments/1wyw8uz/5/pe6cav2/"}]}, {"theme": "Higher usage allowance within the 5-hour window", "criterion": "limits.window_interrupts_work", "authorWeeks": 55, "posts": 56, "agents": [{"id": "codex", "authorWeeks": 28}, {"id": "claude-code", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@shimritby @google @geminiapp @antigravity please fix the 5-hour limit, it’s the worst i’ve ever seen, you hit it like in three prompts. the weekly limit isn’t that good either… the ai pro plan is unusable atm", "link": "https://twitter.com/1679706801447620614/status/2110340681638056108"}, {"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "x5 higher 5hr limits ... way higher fable $100 monthly api credit to use outside of claude harness\noh... and you don't need to manage 5 accs", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x59gae/claude_max_5x_vs_5_claude_pro_accounts/pgkt7ah/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs today the 5-hour sessions on the team premium plan seem unusable. i can barely use opus for some tasks.\ni'm very grateful you're not limiting us weekly.\nan increase in the 5-hour session would be really satisfying.\nthanks!", "link": "https://twitter.com/1983613227314638853/status/2109692204113666537"}]}, {"theme": "Let tasks finish past usage limit", "criterion": "limits.window_interrupts_work", "authorWeeks": 51, "posts": 56, "agents": [{"id": "codex", "authorWeeks": 23}, {"id": "claude-code", "authorWeeks": 22}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "i don't see the point in paying for @cursor_ai when one simple request consumes the entire monthly limit. this was the only request this month to third-party models. just 500k context and the limit is zero. @cursor_ai, make it a habit to see things through to the end [link]", "link": "https://twitter.com/1690461920/status/2111060456303636794"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "especially indeed. \nthe 5hour limit would be a whole lot more tolerable if it worked the way it used to where the task could at least finish first. (assuming weekly quota still existed)\nthe hard cutoff now makes any 5 hour limit truly difficult", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7cgmf/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "fuck your t3 theo attention whore product. lets not forget the c*, and his fellow t3 c*\\*\\*\\*, is the one who engineered the taking away codex continuation in turn (after limits were hit), all because the are greedy attention seekers", "link": "https://www.reddit.com/r/codex/comments/1wzid9b/the_tibo_28_day_challenge_is_not_really_anything/pedmnd5/"}]}, {"theme": "Stop short window interrupting mid-task work", "criterion": "limits.window_interrupts_work", "authorWeeks": 46, "posts": 46, "agents": [{"id": "codex", "authorWeeks": 24}, {"id": "claude-code", "authorWeeks": 16}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i would truly prefer halved limits but i’m still able to actually use what i get them all at once over a game of trying to figure out when i can and can’t do anything", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7boa5/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "unfortunately this is not the case when running multible tasks, the 5 hour window has had me waiting more than running out of weekly usage. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1xiqu/16_hours_until_my_renewal_can_the_20x_plan_handle/pexqbjj/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/opencode", "text": "ok thats a yikes cuz i don't get to have too many coding sessions a day, i was on codex recently and most of my weekly quota was wasted. i code in bursts and this 5h window is seriously screwing with me :( ", "link": "https://www.reddit.com/r/opencode/comments/1wzl9e8/opencode_codex_or_claude_code/pef97f7/"}]}, {"theme": "Slower drain of the 5-hour allowance", "criterion": "limits.window_interrupts_work", "authorWeeks": 30, "posts": 30, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "claude-code", "authorWeeks": 11}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "when i sit down, focus on work, and need it when it’s available, i don’t want to see a 5 hour usage limit that drains faster and i don’t want to wait to do work i could’ve finish at the time i had the ability. simple as that.", "link": "https://www.reddit.com/r/codex/comments/1x3l0jv/unless_youre_regularly_consuming_more_than_30_of/pfc838t/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "i feel that too, i am on the max plan and with jcode i used to only hit session limits once in a day but now i would hit them 3 times a day at times. so something is definitely going on ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wv2uto/did_limits_get_slashed_quietly/pd88ugs/"}, {"agent": "codex", "date": "2026-09-18", "source": "Reddit", "community": "r/codex", "text": "i have open ai plus plan! codex became soooo greedy in the last few weeks! after almost 20 minutes of work (within the 5 hours usage limit) the usage limit notification pops up and ask you to buy either credits or upgrade to pro! awful services! shame on you!", "link": "https://www.reddit.com/r/codex/comments/1wfyw1r/usage_limits_are_absolutely_terrible_100_plan/pahpkhl/"}]}, {"theme": "Keep or restore 5-hour window", "criterion": "limits.window_interrupts_work", "authorWeeks": 28, "posts": 28, "agents": [{"id": "codex", "authorWeeks": 22}, {"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@silverlegendyt1 @antigravity @silverlegendyt1 i'm building mark, and a rolling 5-hour window would make a big difference for heavy users. if you need something free in the meantime, [link] has no signup and answers with diagrams and quizzes instead of paragraphs.", "link": "https://twitter.com/1223994877110702086/status/2110992817979789383"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity ultra has 5 hours limit / weekly for argon? why pro users have only weekly usage for argon? i just burned through 80% in less than 50 minutes... and now i won't be able to use it for a week, lol.", "link": "https://twitter.com/1585034568054317056/status/2110897823185064110"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "with astra being expensive and sol 6.1 generally perform worse than opus 5.5. bringing back 5 hours limit will definitely move a lot of people back to claude.", "link": "https://www.reddit.com/r/codex/comments/1x467hb/it_took_two_weeks_for_them_to_go_back_on_their/pgghexb/"}]}, {"theme": "Remove all usage limits", "criterion": "limits.window_interrupts_work", "authorWeeks": 23, "posts": 23, "agents": [{"id": "claude-code", "authorWeeks": 10}, {"id": "codex", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "get rid of the 5hr limit and weekly limit. let users be able to keep going on their projects for the full month. maybe after 5 hrs of steady use, bump users down who are using fast mode during peak usage?", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfe4om6/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "aye y'all should give me unlimited credits again. @anthropicai @claudeai @claudedevs", "link": "https://twitter.com/2104184871866249216/status/2109653101007249697"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why not limit us at all ? it’s like limiting your children’s to time .", "link": "https://twitter.com/1756587489173630976/status/2103562040061370770"}]}, {"theme": "Use full weekly allowance on own schedule", "criterion": "limits.window_interrupts_work", "authorWeeks": 20, "posts": 23, "agents": [{"id": "codex", "authorWeeks": 17}, {"id": "claude-code", "authorWeeks": 3}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "the 5 hour limit is a pain in the ass if you burn it in no time because you need the higher intelligence. so prefer no 5 hour limit and let me continue my work until all weekly is consumed.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7nnh8/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "not everyone has time to be infront of their computer the whole day to maximise the limit. some of us have short more intense sprints and would like the flexibility.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf73e7c/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "given the choice of double usage or be able to use my whole usage on my own schedule. i'd pick the second one any time because i've got real work to do and need to do them when i want to do them. if i want more usage, i pay for more usage.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf6zvfi/"}]}, {"theme": "Higher concurrent session limits", "criterion": "limits.window_interrupts_work", "authorWeeks": 18, "posts": 20, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "devin", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs lets not be petty lets allow 5 000 agents to be launched in parallel right away", "link": "https://twitter.com/1654325456559124483/status/2109195658989334606"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i didn’t know there was a max agent limit to configure. i see it peaks at 12 and waits for slot before dispatching more. codex peaks at 1/2 that max.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1esxn/attention_heavy_ai_users/peujp7e/"}, {"agent": "devin", "date": "2026-10-07", "source": "X", "community": "@DevinAI", "text": "@devinai @devindevelopers i'm currently using swe-2, which means i can only have 5 sessions in parallel.\nso another orchestrator is waiting until the other sessions finish to create another one.\nif i didn't have any limits, it would be 20 sessions at the same time.", "link": "https://twitter.com/2020417140688400384/status/2107811339788018060"}]}, {"theme": "Throttle or slow mode instead of hard stop", "criterion": "limits.window_interrupts_work", "authorWeeks": 18, "posts": 20, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@cjav_dev @claudedevs i also really enjoyed \"low priority\" mode when running out of usage, how come that went away?", "link": "https://twitter.com/220612421/status/2111048157983375444"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/opencode", "text": "well the thing i dont like is if i use up all my subscription for codex it locks me out at a ui level from using codex, that's a non-negotiable ux mistake for me. so i'm trying to switch harnesses and have all this baggage to migrate", "link": "https://www.reddit.com/r/opencode/comments/1x0e8np/how_to_fully_migrate_from_codex_to_opencode/pek6ned/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @openai @claudedevs @openaidevs\n@bcherny @thsottiaux\nlet’s see who does this first.\nonce the usage limits hit, you should allow the coders to continue to use the frontier models at much lower token speed.\npeople will even take cheaper models at lower token speed.", "link": "https://twitter.com/434679902/status/2106768026972615021"}]}]}, "limits.burn_rate": {"authorWeeks": 675, "themes": [{"theme": "Lower overall quota burn per prompt and task", "criterion": "limits.burn_rate", "authorWeeks": 116, "posts": 121, "agents": [{"id": "codex", "authorWeeks": 52}, {"id": "claude-code", "authorWeeks": 34}, {"id": "antigravity", "authorWeeks": 17}, {"id": "cursor", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@cognition devin is the best coding agent by a mile if only we had a better way to manage the token usage and last the weekly budget on 200$ more than 2 days.", "link": "https://twitter.com/2111482510710636544/status/2111686437502685602"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity fix the goddamn usage limit first, even flash on low is eating usage like hell, a complex prompt literally eating upto 5-8%.", "link": "https://twitter.com/1377638196528304133/status/2110923290856538365"}, {"agent": "cline", "date": "2026-10-15", "source": "X", "community": "@cline", "text": "@officiallogank @cline it’s being consumed way too fast! i’m almost afraid to use it anymore—just two questions and the balance is nearly gone! users are asking: is there any way to fix or improve this?", "link": "https://twitter.com/1149911490088054784/status/2110653359590133965"}]}, {"theme": "Lower subagent token overhead", "criterion": "limits.burn_rate", "authorWeeks": 58, "posts": 60, "agents": [{"id": "claude-code", "authorWeeks": 28}, {"id": "codex", "authorWeeks": 23}, {"id": "cursor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@addyosmani @joshua_wd @claudedevs as a start 🧵:\n- projects. using a main thread with sub-agents is just too token consuming, and i don’t want to be fiddling around with subagents configs for compaction and context.", "link": "https://twitter.com/2515913323/status/2110709250548773072"}, {"agent": "pi", "date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "text": "love the idea of minimizing token bloat. will give it a try as i am looking for a solution for subagents that works well with local model with limited context window. a lot of popular pi extensions are too bloated and did not work for me.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x3b00i/pimultiagentskill_minimalist_subagents_approach/pf9m13n/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "ate through my 5 hour limit in minutes cause claude decided to spawn 8 sub agents in parallel and told each one to read my entire second brain front to back. was like 19m tokens in total while i took a piss.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2h2u4/opus_55_spawned_17_subagents/pf5g8sa/"}]}, {"theme": "Fix sudden excessive usage drain bugs", "criterion": "limits.burn_rate", "authorWeeks": 48, "posts": 49, "agents": [{"id": "codex", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 4}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "another reset is fine for pro accounts, but on plus we also need this bug fixed asap because it burns through 5 hour limit in one message sometimes and we can't do anything.", "link": "https://www.reddit.com/r/codex/comments/1x96a0v/burning_through_usage_fast/phkbrbq/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs but your tokens burns faster now using 20x burned out my 20x on 2 days, before i was able to use my 20x for 7days. please resolve this", "link": "https://twitter.com/1476604466149404680/status/2111596233177350253"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity my brothers in christ i have burned up 95% of my weekly usage in ~2 hours. please do something about this.", "link": "https://twitter.com/1703678095/status/2111116651483557961"}]}, {"theme": "Lower quota cost for simple tasks", "criterion": "limits.burn_rate", "authorWeeks": 44, "posts": 46, "agents": [{"id": "codex", "authorWeeks": 28}, {"id": "antigravity", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 4}], "examples": [{"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "facing similar issue , just for simple task luna 6 drank up my limits like just adding another component used 20% of my 5 hour limit in 5 minutes wtf\n", "link": "https://www.reddit.com/r/codex/comments/1wzssed/mcps_using_up_a_lot_more_usage_than_normal_on_gpt/peefwmv/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "Reddit", "community": "r/google_antigravity", "text": "i used it to catch all the faked testing flash just loves to do. burned through usage in about an hour of what i consider light use on a 20x plan. i can't wait for 4 to come out ffs.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwfcav/google_finally_added_opus_55_and_sonnet_55_on/peaq4rs/"}, {"agent": "antigravity", "date": "2026-10-04", "source": "Reddit", "community": "r/google_antigravity", "text": "a code review prompt asking for 3 recommendations for improvements for a simple web app used up 50% of the 5 hour limit and 25% of the weekly limit.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wx3vxk/hows_the_opus_55_high_usage_on_ai_pro/pdqcr47/"}]}, {"theme": "Slow mode for more usage", "criterion": "limits.burn_rate", "authorWeeks": 42, "posts": 46, "agents": [{"id": "codex", "authorWeeks": 32}, {"id": "claude-code", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "i would not mind a slower mode. i have some things swirling in the background so those can take time. 50% less consumption but slower speed would still net me in the long term.", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgfx4c4/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "they should just allow an opt in slow mode. 2x usage for 1/2 speed. i'd use it", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfdbui4/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "they need to give 4x option or reduced credit cost for off-peak usage. they are modeling peak bandwidth compute delivery and the smoothest solution is to promote off-peak to shift compute demand across the full 24 hour window.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pfawhs1/"}]}, {"theme": "New model versions should not use more quota", "criterion": "limits.burn_rate", "authorWeeks": 36, "posts": 37, "agents": [{"id": "claude-code", "authorWeeks": 16}, {"id": "codex", "authorWeeks": 15}, {"id": "antigravity", "authorWeeks": 5}], "examples": [{"agent": "antigravity", "date": "2026-10-11", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "dude compared to old models new ones take more tokens comparatively mine token got somehow exhausted for full month", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x34h9c/google_pro_users_from_jio_subscription_any_other/pf8kfqa/"}, {"agent": "antigravity", "date": "2026-10-05", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "the transition from 3.7 to 3.8 for the rate limit has huge differences ! 3.8 rates are too low and quickly caped !! i find myself going back to 3.7 frequently because it doesn’t consume token much", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1wy4cgu/are_google_ai_pro_rate_limits_enough_for/pe223k8/"}, {"agent": "codex", "date": "2026-09-30", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux fix voice calls, please organize the codex app.. it's a mess right now. have dot be our orchestrator but spawn side chats so we can keep roles in those chats :c don't touch 6.1 sol usage for the love of god", "link": "https://twitter.com/57659988/status/2105349966231421046"}]}, {"theme": "Lower quota cost of specific named models", "criterion": "limits.burn_rate", "authorWeeks": 34, "posts": 34, "agents": [{"id": "codex", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 7}, {"id": "kiro", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "kiro", "date": "2026-10-17", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev with 2.4 ?! why !!!!! \nwho use this? :d)))))))))", "link": "https://twitter.com/2063668016995336193/status/2111395644296376438"}, {"agent": "kiro", "date": "2026-10-16", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev damn 2.4? gesh. why? no way i would use this over opus 5.5", "link": "https://twitter.com/1873553620379025408/status/2111224333448405219"}, {"agent": "kiro", "date": "2026-10-16", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev bruh, at 2.4x multiplier 💀\nwhile opus 5.5 is available at 2x multiplier", "link": "https://twitter.com/1543880323749990400/status/2111168619359150382"}]}, {"theme": "Proportionate quota cost across reasoning effort levels", "criterion": "limits.burn_rate", "authorWeeks": 30, "posts": 30, "agents": [{"id": "codex", "authorWeeks": 17}, {"id": "claude-code", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 4}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "this is completely true and it is not worth it if i use medium level and my weekly limit is below 50% and it just reseted yesterday\n[link]\nthey seriously need to fix this", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6gz05/unacceptable_ai_pro_downgrade_antigravity_cli/pgvgq3j/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "that’s cool, i’ve had fable on ultra going all night on 3 projects and only used 40% of my weekly usage on the $200 plan. on my $200 plan astra on xhigh would have used all my weekly by morning. openai needs to do better. ", "link": "https://www.reddit.com/r/codex/comments/1wyehd5/day_1_tibo/pe23l4j/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "i'm using low and medium but my weekly usage is still getting consumed very rapidly even though i don't use any skill and use fixed prompts. the context window gets quite big too within minutes. any optimizations tips are appreciated.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxgdol/what_effort_are_you_running_opus_55/pdt5ymz/"}]}, {"theme": "Lower quota burn of top-tier models", "criterion": "limits.burn_rate", "authorWeeks": 28, "posts": 29, "agents": [{"id": "antigravity", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "yea id rather be able to use it without tanking my entire usage and then just having to wait for it to come back up", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7bkfx/finally_its_here_but/ph4evp4/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i agree. i tried haiku 5.5 xhigh to replace opus 5.5 medium but haiku is unsable (it does not follow instructions).\nopus eats the usage immediately. i am in max 5x. i was in 20x and i don't think it is a lot better.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2xak4/very_fast_drain_of_usage_compared_to_last_weeks/pf6buq5/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "i’ve been using sonnet to test and holy shit zero diff between opus and i have 10 going at once and was only at 30% of my week. opus over night added 30% usage to my total.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2j3w6/weekly_limit_cut_in_half/pf2tuoh/"}]}, {"theme": "More token-efficient agent harness", "criterion": "limits.burn_rate", "authorWeeks": 27, "posts": 28, "agents": [{"id": "claude-code", "authorWeeks": 10}, {"id": "codex", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i cant wait for claude to discover diffs.\n\"hey guys, maybe we dont have to send the whole conversation at every iteration\", we can send what changed\"", "link": "https://twitter.com/1858686241363161088/status/2111439281755406595"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs speed compounds in agentic loops — 3x matters. but faster plumbing doesn't fix the deeper waste: every turn still ships the whole conversation. real win is only sending diffs. that's the harness thesis behind [link].", "link": "https://twitter.com/71419057/status/2111428765754552479"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "haiku 5.5 is the cheap model. this is a discussion about the bloated system prompt loading a lot of unnecessary tools. if you don't comprehend the topic of conversation then perhaps you should fanboi somewhere else.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0fli2/claude_code_66k_system_prompt/pekc5k0/"}]}, {"theme": "Stop wasteful background polling", "criterion": "limits.burn_rate", "authorWeeks": 22, "posts": 23, "agents": [{"id": "codex", "authorWeeks": 17}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "up to 28 now… still abysmal. i say shut off dots and give us our compute power back.", "link": "https://www.reddit.com/r/codex/comments/1wvi37e/for_now_gpt_61_sol_is_an_absolute_gem/pdcwqly/"}, {"agent": "amp", "date": "2026-09-30", "source": "X", "community": "@AmpCode", "text": "@mxstbr @ampcode any chance of supporting this? would love for this to stop the token burn / context filling when waiting for ci to finish", "link": "https://twitter.com/583047714/status/2105349514894737581"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "crazy work. at 50% api prices thats near a 75% decrease in usage for the plans. unless they drastically decrease api prices this is awful\nespecially since they havn't fixed the stupid usage drain from pointless polling of subagents", "link": "https://www.reddit.com/r/codex/comments/1wt2y1g/200_pro_plan_returning_at_less_than_20x_tibo/pcqsp7w/"}]}, {"theme": "Higher usage limits for heavy models", "criterion": "limits.burn_rate", "authorWeeks": 18, "posts": 19, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity ok, now increase the limits. i tested a code of 200 lines and it consumed 32% of my quota. ridiculous. even flash had its quota reduced.", "link": "https://twitter.com/456660458/status/2111034257090969628"}, {"agent": "antigravity", "date": "2026-10-04", "source": "X", "community": "@antigravity", "text": "the opus 5.5 (medium) quota in @antigravity exhausted in like 2 minutes... wish we could get more [link]", "link": "https://twitter.com/138798236/status/2106820890017288598"}, {"agent": "devin", "date": "2026-10-04", "source": "X", "community": "@cognition", "text": "between vibe and code i chose chaos\n@devindevelopers @devinai @cognition \npls make sure your unlimited swe 2 until october 18 has enough compute for me.\nit's an amazing model at backend.\nalready 3 days task btw, still running [link]", "link": "https://twitter.com/1825243355501973504/status/2106624311813410934"}]}]}, "limits.allowance_change": {"authorWeeks": 1130, "themes": [{"theme": "Restore previous usage limits", "criterion": "limits.allowance_change", "authorWeeks": 185, "posts": 204, "agents": [{"id": "codex", "authorWeeks": 111}, {"id": "claude-code", "authorWeeks": 43}, {"id": "antigravity", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@googledevs @antigravity gemini 4 argon having from yesterday but do something with limits, it's worst experience ever...", "link": "https://twitter.com/91195230/status/2111310525304799736"}, {"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "it would have been better to just stick to the previous usage levels and speeds. now, usage has increased, yet the speed has slowed down.", "link": "https://www.reddit.com/r/opencode/comments/1x3xee1/slow_deepseek/pgmbwqu/"}, {"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "if that's the usage on ultra sub, pro plan gonna be peanuts.\nthey really need to fix the usage , its been dropping every week slowly for the flash models and if its the case with pro model as well.\nthe whole aint no worth for any models", "link": "https://www.reddit.com/r/google_antigravity/comments/1x50qs2/what_the_hell_is_this_usage/pgiaj5a/"}]}, {"theme": "Stop reducing usage allowances", "criterion": "limits.allowance_change", "authorWeeks": 102, "posts": 107, "agents": [{"id": "codex", "authorWeeks": 65}, {"id": "claude-code", "authorWeeks": 21}, {"id": "antigravity", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please keep your quality usage and everything as it is. dont nerf the usage", "link": "https://twitter.com/1866358231943004160/status/2111293687431057896"}, {"agent": "factory", "date": "2026-10-13", "source": "X", "community": "@FactoryAI", "text": "\"to make room for more grok usage, third-party models in cursor move to api pricing\"\n@factoryai switching to max - please don't nerf usage. 🙏 [link]", "link": "https://twitter.com/1490404390733324294/status/2109801813557788948"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "dots needed a rugpull, people were abusing it to hell for free coding capacity.\nsure, more capacity is good, but they should give that by fixing the usage limits.", "link": "https://www.reddit.com/r/codex/comments/1x3mtiw/dot_is_already_rug_pulled/pfcjc3r/"}]}, {"theme": "Predictable stable usage limits", "criterion": "limits.allowance_change", "authorWeeks": 64, "posts": 67, "agents": [{"id": "codex", "authorWeeks": 47}, {"id": "claude-code", "authorWeeks": 13}, {"id": "cursor", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "they'll say that people went with 5 hour limit, 2x usage, then nerf the usage to the ground in the next few weeks so you'll end up with 5 hour limits again and the previous usage. ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf8cjy5/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "sigh... because of this shit i moved to claude last night.\nx2 of what tibo you change it every single day.\nits just a ploy to get the 5h back and in a month the 2x is going to be the same as now but with 5h in.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf6zbss/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i’m working on a physics engine, same tasks, same pace. last week, the $100 subscription covered almost the full five days of the weekly limit. but after the limit reset, it lasted literally just a day and a half even though i actually reduced the effort level", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2xak4/very_fast_drain_of_usage_compared_to_last_weeks/pf6e6cd/"}]}, {"theme": "Advance notice before plan or limit changes", "criterion": "limits.allowance_change", "authorWeeks": 56, "posts": 58, "agents": [{"id": "codex", "authorWeeks": 22}, {"id": "cursor", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-09", "source": "Reddit", "community": "r/cursor", "text": "to not change user plans without noticing them maybe? like: hey, dumbass, from next month we will cut your usage to 25%. ", "link": "https://www.reddit.com/r/cursor/comments/1x1dn3f/cursor_team_telling_me_to_fck_off/pewm1qx/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "guess no one should keeping tab with what he will tweet. and tbh his tweet is not official. if you want to make it official, then put a notification on each user's codex app", "link": "https://www.reddit.com/r/codex/comments/1x01ab2/if_youre_having_trouble_understanding_the/pem63tb/"}, {"agent": "opencode", "date": "2026-10-06", "source": "Reddit", "community": "r/opencodeCLI", "text": "i understand that but some heads- up would be nice. i would have switched back to my usual models", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wyw5pg/spacebunny_free_tier_retired_by_opencode/pe6ce8i/"}]}, {"theme": "Bring back 20x plan tier", "criterion": "limits.allowance_change", "authorWeeks": 46, "posts": 50, "agents": [{"id": "codex", "authorWeeks": 36}, {"id": "claude-code", "authorWeeks": 6}, {"id": "factory", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-12", "source": "X", "community": "@droid", "text": "@droid unless i can get a $200 subscription plan, i will keep using cursor+devin+agy hahaha", "link": "https://twitter.com/1274899473244684293/status/2109629403420578286"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "exactly. if they have compute to do multiple resets a week, then they had compute to support the $200 20x plan, and cutting it was just greed. ", "link": "https://www.reddit.com/r/codex/comments/1wxs8hs/wrong_hill_to_die_on_tbh/pdwem5p/"}, {"agent": "factory", "date": "2026-10-01", "source": "X", "community": "@droid", "text": "@droid i need 200 dolar plan for test models and good feedback 😁🤫🤣", "link": "https://twitter.com/1896160400716267520/status/2105533173329281419"}]}, {"theme": "Clear explanation of usage and plan changes", "criterion": "limits.allowance_change", "authorWeeks": 41, "posts": 41, "agents": [{"id": "codex", "authorWeeks": 24}, {"id": "claude-code", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "grok-build", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "$200 plan here (i guess the soon-not-to-be-20x plan, although it feels like that ship has sailed). it’s very noticeable. i didn’t measure the difference, but it’s clear enough to not need measurement imo. i just wish we had more transparency about it.", "link": "https://www.reddit.com/r/codex/comments/1x7sl7z/codex_usage_since_last_reset/ph73666/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "yeah, especially the transparency about what exactly you get for your money \nor the transparency when usage is suddenly reduced \nand let's not forget the transparency about what kind of quantization we are getting", "link": "https://www.reddit.com/r/codex/comments/1x2v0gn/nova_also_interesting_numerical_patterns_in_the/pfat92p/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "yeah i don't belieeve the \"x2\" at all. they lie all the time. they halve our usage.\nthey just want this as an excuse to bring even more friction to our usage.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7ecw0/"}]}, {"theme": "Separate chat and coding usage pools", "criterion": "limits.allowance_change", "authorWeeks": 38, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 28}, {"id": "claude-code", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "this is what i said they should have done from the beginning. argon have its own limits but not be unified and lock you out of everything else when you hit your limit.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x70nez/gemini_4_argon_for_pro_users_has_a_different/ph1q154/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ChatGPTPro", "text": "this makes a lot of sense. honestly anthropic needs to go the open ai route and separate the claude code usage from regular chat.", "link": "https://www.reddit.com/r/ChatGPTPro/comments/1x4cvd7/100_gives_too_much_usage_for_my_work_20_gives/pfizadx/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "i mean.. depends on how they do it, it might work.\nif they remove chat... but leave *unlimited dots in its stead i would never miss chat again lol", "link": "https://www.reddit.com/r/codex/comments/1wzrfun/when_will_we_have_gpt_6_sol_or_61_sol_on_chatgpt/pee9v41/"}]}, {"theme": "Lower token usage pricing", "criterion": "limits.allowance_change", "authorWeeks": 35, "posts": 35, "agents": [{"id": "codex", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 4}, {"id": "kiro", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i hope to lower the price of the a/model.", "link": "https://twitter.com/1857173285617999872/status/2111446287170056599"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "god damn it, when are we getting astra 6.1 at half the current cost tiboooo!!!!!!!", "link": "https://www.reddit.com/r/codex/comments/1x3n28b/day_7_tibo/pfei2jn/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the price of haiku should be halved from five times!", "link": "https://twitter.com/1633029070773690368/status/2108501759870325110"}]}, {"theme": "Restore top-tier 20x plan allowance", "criterion": "limits.allowance_change", "authorWeeks": 29, "posts": 29, "agents": [{"id": "codex", "authorWeeks": 27}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "easy fix for them would be to reinstate 20x for pro 200 users, and make it 50x for pro 500.\nbut they won’t. they’ll just keep rolling out other useless fluff features nobody wants while claude doubles down on coding and usage.", "link": "https://www.reddit.com/r/codex/comments/1x894qw/has_openai_lost/phbi6be/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "instead of the dot, they should have left the 20x as is if they don’t have enough compute. ", "link": "https://www.reddit.com/r/codex/comments/1x3vnee/the_200_pro_plan_destruction_is_a_slap_int_he/pfi5ib1/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i canceled my grandfathered account and went to claude over this. if they bring back the 20x with 5hr limits i can live with that as long as it's minimum 10% per 5 hrs, cut in half no.", "link": "https://www.reddit.com/r/codex/comments/1x3m4qc/even_if_they_did_double_their_limits_those_would/pfcccva/"}]}, {"theme": "Make temporary usage bonuses permanent", "criterion": "limits.allowance_change", "authorWeeks": 28, "posts": 30, "agents": [{"id": "opencode", "authorWeeks": 18}, {"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "i totally agree. i dont need a 28 days monkeyshow. i want stable usage", "link": "https://www.reddit.com/r/codex/comments/1x7sl7z/codex_usage_since_last_reset/ph7lwfi/"}, {"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "hope it becomes permanent feature after spark reserve retires. but guess not", "link": "https://www.reddit.com/r/codex/comments/1wp2j4w/was_luna_reserve_silently_killed/pbrtazi/"}, {"agent": "opencode", "date": "2026-09-20", "source": "X", "community": "@opencode", "text": "please @opencode dont end the deepseek v4.1 flash's 4x usage 🥹", "link": "https://twitter.com/1519659986267230209/status/2101706833299906757"}]}, {"theme": "Separate usage pools per tool or model", "criterion": "limits.allowance_change", "authorWeeks": 28, "posts": 30, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 5}, {"id": "factory", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @spacex the combined unified account resulted in me burning through my grok bit credits in a day. before i had separate usage for cloud cursor agents and was able to get a lot more bang for the buck having grok bot run cloud cursor agents.\nthat pattern no longer works", "link": "https://twitter.com/1692888440411418624/status/2111798909714546920"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "can we use dot to code without consuming weekly usage limit? otherwise why should we care about dot being unlimited or consider unlimited dot to be a compensation for nerfed usage? or is openai now turning the focus away from developers?", "link": "https://www.reddit.com/r/codex/comments/1wv3dvu/october_1_2026_the_day_that_spontaneous_resets/pd8m0bn/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "they explicitly said usage with dot will essentially \"double your subscription\", so i don't think it should be counting against usage asking dot to do something.", "link": "https://www.reddit.com/r/codex/comments/1wuh5pn/dot_seems_to_be_using_quota/pd36905/"}]}, {"theme": "Remove model-specific 50% usage cap", "criterion": "limits.allowance_change", "authorWeeks": 25, "posts": 27, "agents": [{"id": "claude-code", "authorWeeks": 22}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "is that anthropics answer to gpt 6? maybe they can start by stopping with limiting fable!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wjpk51/opus_52_rumored_to_be_coming_today/pakpmbx/"}, {"agent": "claude-code", "date": "2026-09-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "i will never not speak up for my boy opus 5 on low effort. an absolutely workhorse and cheap too. but year, for everything else, fable 5.1 all the way. if they remove the separate fables limit, i can forgive their sins on the underwhelming opus 5 ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wiujum/claude_code_is_falling_behind_codex_not_because/paee9mf/"}, {"agent": "claude-code", "date": "2026-09-16", "source": "X", "community": "@ClaudeDevs", "text": "day 2 of asking @anthropicai to remove the fable-only limit on 20x plans.\n@claudedevs @lydiahallie", "link": "https://twitter.com/1140568348285186048/status/2100292353890173417"}]}]}, "limits.reset_schedule": {"authorWeeks": 2207, "themes": [{"theme": "One-time immediate usage reset", "criterion": "limits.reset_schedule", "authorWeeks": 514, "posts": 560, "agents": [{"id": "claude-code", "authorWeeks": 288}, {"id": "codex", "authorWeeks": 116}, {"id": "cursor", "authorWeeks": 56}, {"id": "antigravity", "authorWeeks": 40}, {"id": "opencode", "authorWeeks": 9}, {"id": "devin", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": ".@claudedevs a nice bday present would be if you press the reset button on the usage limits so i can continue using opus 5.5 today.", "link": "https://twitter.com/46964859/status/2111886762356158765"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "hey uhm @claudedevs can we get some resets? @thsottiaux is dunking on you guys lately", "link": "https://twitter.com/1054461630442946560/status/2111869699843629557"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs great! give a reset and i'll give my feedback after trying this. 👀", "link": "https://twitter.com/2023835204172083201/status/2111831646391730234"}]}, {"theme": "Additional bonus usage resets", "criterion": "limits.reset_schedule", "authorWeeks": 310, "posts": 334, "agents": [{"id": "claude-code", "authorWeeks": 129}, {"id": "codex", "authorWeeks": 125}, {"id": "cursor", "authorWeeks": 30}, {"id": "antigravity", "authorWeeks": 14}, {"id": "devin", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudeai @claudedevs can we possibly get a free reset? we paid for the 20x plan but have no more usage until satuday... thanks &lt;3", "link": "https://twitter.com/1892620367077789697/status/2111851412745265623"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i switched from codex to claude. can i get a little reset? 😭", "link": "https://twitter.com/1891633368942641152/status/2111789425357422646"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs wow that's so cool you should give us a reset so we can enjoy it", "link": "https://twitter.com/923593701854732288/status/2111607389602402697"}]}, {"theme": "Banked resets usable on demand", "criterion": "limits.reset_schedule", "authorWeeks": 259, "posts": 267, "agents": [{"id": "codex", "authorWeeks": 150}, {"id": "claude-code", "authorWeeks": 88}, {"id": "cursor", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": ". @officiallogank can we have banked resets for the future in @antigravity ?", "link": "https://twitter.com/1724034163177914368/status/2111666017349095798"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "thanks, we appreciate it ! but i wish it was like claude, a \"reset weekly limit\" button that you could click whenever you feel like it, rather than offering it just a few hours after i've upgraded to ai ultra subscription :')", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7tx3o/psa_argon_and_gemini_reset/ph7gp2z/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "they really need to start handing out **banked** resets by now.", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph47nup/"}]}, {"theme": "Compensation reset after outages or bugs", "criterion": "limits.reset_schedule", "authorWeeks": 148, "posts": 154, "agents": [{"id": "codex", "authorWeeks": 86}, {"id": "claude-code", "authorWeeks": 46}, {"id": "cursor", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 4}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah, this week burning so fast.. they should fix this and give us all free reset!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phknyap/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i confirm that it seems to be resolved today, nevertheless, we have all already burned through our quota. personally, i have four days left with 30%. it's a bit late, anthropic should make another gesture.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x64hj9/usage_has_suddenly_skyrocketed_this_week/ph0c776/"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux ngl we deserve a reset. we haven’t been getting any major features these last 12 days or anything ground breaking. this is really disappointing considering i enjoy the codex app a lot more than claude but i might honestly have to switch over", "link": "https://twitter.com/1640555860895358976/status/2111245285787861198"}]}, {"theme": "Opt out of forced resets", "criterion": "limits.reset_schedule", "authorWeeks": 130, "posts": 145, "agents": [{"id": "codex", "authorWeeks": 125}, {"id": "claude-code", "authorWeeks": 5}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "its honestly annoying at this point. give me a banked reset or leave my shit alone", "link": "https://www.reddit.com/r/codex/comments/1x8ekzi/reset_landing_by_end_of_day_today_pst/phc0tyi/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "because of how sporadic these resets are i'm inclined to use fast mode until i'm at like 10% usage left then switching to a cheaper model like 6.1 to avoid missing out on unused credits. would be better if they were banked.", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph50qzt/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "it really would be ideal to give us a banked reset with an expiration, instead of a forced reset.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph1msog/"}]}, {"theme": "Resets that keep the normal reset date", "criterion": "limits.reset_schedule", "authorWeeks": 101, "posts": 111, "agents": [{"id": "codex", "authorWeeks": 92}, {"id": "claude-code", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "yes i reset and had 98 left and then tibo reset that and pushed it by another day. resets should not apply if you are underusing your quota. so lets say you hav 86% left and 6 days to the reset you are using right on target and shuold not recieve a reset to push the week back.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph37slc/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "the problem with the forced resets is that they also move the reset day ahead. keep the reset day and no one should be complaining.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph1paog/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "it's not really free when the weekly reset date changes. maybe a little extension", "link": "https://www.reddit.com/r/codex/comments/1x6g224/free_resets_are_nice_but_what_are_we_actually/pguyu2u/"}]}, {"theme": "Shorter, more frequent reset windows", "criterion": "limits.reset_schedule", "authorWeeks": 96, "posts": 97, "agents": [{"id": "codex", "authorWeeks": 60}, {"id": "claude-code", "authorWeeks": 22}, {"id": "cursor", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "as long as i get more resets, i’m ok. wants to reset stop flooring i’m gonna cancel my $200 monthly subscription.", "link": "https://www.reddit.com/r/codex/comments/1x66u5c/is_open_ai_actually_struggling_tibos_behavior/pgssamh/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "came exactly the right time, after codex spent about 15% of my weekly usage on installing update on app im developing, before running out of usage mid task.\nthey should give resets every other day to make the product worth using anymore over claude", "link": "https://www.reddit.com/r/codex/comments/1x4je5m/day_8_reset/pgfszfk/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "it'll attract more customers if they just use give resets more often", "link": "https://www.reddit.com/r/codex/comments/1x4je5m/day_8_reset/pgefyox/"}]}, {"theme": "Usage reset for model launches and events", "criterion": "limits.reset_schedule", "authorWeeks": 84, "posts": 89, "agents": [{"id": "claude-code", "authorWeeks": 46}, {"id": "cursor", "authorWeeks": 21}, {"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 6}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "do we get a claude reset for fable 5.5 ?? when is it coming? @claudedevs", "link": "https://twitter.com/1913217326629191682/status/2111149382859170084"}, {"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "@rodydavis @antigravity why you didnt give reset because of new model launch?", "link": "https://twitter.com/2084271368351240192/status/2110836199908610484"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "if fable 5.5 drops today, a reset would be nice, what do you say? @claudedevs [link]", "link": "https://twitter.com/1698356339364302848/status/2110058380408811792"}]}, {"theme": "Predictable fixed reset schedule without surprises", "criterion": "limits.reset_schedule", "authorWeeks": 83, "posts": 93, "agents": [{"id": "codex", "authorWeeks": 69}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@aiatmeta @googledeepmind @claudedevs @openaidevs \nmeta, anthropic, google, and openai need to properly set up a fixed reset person (man or woman) because otherwise, it will be difficult to notice immediately.", "link": "https://twitter.com/10300442/status/2110854285005398263"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "i was at 95% because i was waiting towards the end of the week and my 7 days have started over. its fucked up my workflow timing for the week. i would honestly prefer these types of resets don’t happen.", "link": "https://www.reddit.com/r/codex/comments/1x4je5m/day_8_reset/pgfajfr/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "banked resets expire in a month, i’ve used less than half the banked resets i’ve gotten. but again, i didn’t sign up for random reset or banked resets, i signed up for a fixed amount resetting every 7 days.", "link": "https://www.reddit.com/r/codex/comments/1x00bd8/these_resets_have_been_reducing_the_quantity_of/pesw9cf/"}]}, {"theme": "Higher base quota instead of bonus resets", "criterion": "limits.reset_schedule", "authorWeeks": 63, "posts": 63, "agents": [{"id": "codex", "authorWeeks": 56}, {"id": "claude-code", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "the resets are a joke...\nfix the fucking product. and forget about the resets.\nreal products dont need to get resets, if they are working prober..", "link": "https://www.reddit.com/r/codex/comments/1x8ldji/tibo_really_needs_a_clock/phdos2f/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "the ai companies could shut the fuck up, have a release cycle of 6 months, and produce reliable workhorse ai models and provide decent usage on their subscriptions, and we shall all be happy. no need for these reset and 28-day feature shenanigans", "link": "https://www.reddit.com/r/codex/comments/1x79r9l/the_sudden_eery_silence_on_x_gives_me_no_hope_for/ph365z5/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "which makes no sense...just increase the limits instead of doing so many resets. makes it extremely hard to plan for", "link": "https://www.reddit.com/r/codex/comments/1x6vafr/codex_usage_on_pro_drain_faster_today/pgzb8xj/"}]}, {"theme": "Purchasable usage resets", "criterion": "limits.reset_schedule", "authorWeeks": 57, "posts": 63, "agents": [{"id": "codex", "authorWeeks": 35}, {"id": "claude-code", "authorWeeks": 16}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "feature request for @openai codex and @claudeai :\nadd a one paid reset per week to the subscription plans. it allows users to have one more opportunity on upper bound spend, before buying credits. large incremental revenue potential here!", "link": "https://twitter.com/554200939/status/2111828666842026234"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "if @claudeai @claudedevs could add a $100 reset weekly usage button i’d prob abuse it", "link": "https://twitter.com/1928170394231472129/status/2110507873130500391"}, {"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "@anthropicai \n“hey @anthropicai @claudedevs — let pro/max users buy \"limit reset\" button as one-shot tokens with 6-month expiry. like a prepaid recharge pack for when you hit a wall mid-work. better than open-ended usage credits. would buy instantly.”", "link": "https://twitter.com/2109652869180006400/status/2109655342066143320"}]}, {"theme": "Rollover of unused allowance", "criterion": "limits.reset_schedule", "authorWeeks": 54, "posts": 63, "agents": [{"id": "codex", "authorWeeks": 28}, {"id": "claude-code", "authorWeeks": 16}, {"id": "cursor", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs faster turns are welcome. on max, faster also means reaching the session and weekly caps sooner, while a light week's leftover still disappears at the reset. could unused weekly allowance carry over within the billing month, the way usage credits don't expire?", "link": "https://twitter.com/1980410713379123200/status/2111627238860841340"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "much like when the internet first launched and u'd get rollover data from mobile plans we need rollover data", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x743mu/my_head_is_spinning/ph1be5c/"}, {"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "marketing team : introduce the concept of carry over pending credits next month.\ni ain't buying any subscription from any provider anymore . openrouter pay as you go with chinese llm, great for casual viber like me.", "link": "https://www.reddit.com/r/cursor/comments/1x6onge/final_straw_cancelled_cursor/pgx68ta/"}]}]}, "limits.usage_meter": {"authorWeeks": 912, "themes": [{"theme": "Always-visible remaining usage in the app", "criterion": "limits.usage_meter", "authorWeeks": 93, "posts": 99, "agents": [{"id": "codex", "authorWeeks": 37}, {"id": "claude-code", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 10}, {"id": "devin", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "got a link? i'm really just looking for a simple usage gauge, but i'm curious what makes that one better!", "link": "https://www.reddit.com/r/codex/comments/1x9a2p4/a_small_app_to_switch_between_codex_accounts/phjlaf1/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudedevs @delba_oliveira \n1. please keep the simulator in the toolbar it only appeasr after starting the chat, in new chat it disappears \n2. keep the usage in the sidebar \"optional in view\"\n3. we need to know my team seat type standard/premium [link]", "link": "https://twitter.com/1295173260582191105/status/2111559895359344791"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity weekly quotas need visible usage accounting because long agent runs get cut off near the limit", "link": "https://twitter.com/1803494630366785536/status/2111043181651341562"}]}, {"theme": "Documented usage calculation", "criterion": "limits.usage_meter", "authorWeeks": 73, "posts": 74, "agents": [{"id": "codex", "authorWeeks": 45}, {"id": "claude-code", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "these black box usage rates need to be regulated, who's gonna be the ag that steps up and sues these scumbags?", "link": "https://www.reddit.com/r/codex/comments/1x8wj35/codex_burning_usage_way_faster_after_reset/phgnocp/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "exactly. there is a serious lack of transparency around usage, and they have a history of silently changing usage limits.", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfdtd1h/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "\\+ it burn very less tokens also. don't know why these are not documented anywhere. i had tested with and without, its day and night difference. ", "link": "https://www.reddit.com/r/codex/comments/1x0y6u9/hot_take_the_engineering_process_matters_more/peoyq1v/"}]}, {"theme": "Accurate usage meter matching actual consumption", "criterion": "limits.usage_meter", "authorWeeks": 73, "posts": 73, "agents": [{"id": "claude-code", "authorWeeks": 24}, {"id": "codex", "authorWeeks": 21}, {"id": "opencode", "authorWeeks": 11}, {"id": "antigravity", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 6}, {"id": "copilot", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@m3thaz0o @bot @spacexai @cursor_ai agreed. started using the additional days of downtime for reading. but that usage stuff sorted would be the best upgrade", "link": "https://twitter.com/1259483710564511744/status/2111759395012952322"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "what a useless reply. x amount of tokens used should = x % of weekly allowance. that % shouldn’t fluctuate weekly.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2xak4/very_fast_drain_of_usage_compared_to_last_weeks/pf6h6s6/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "and 100 procent session used up 16 procent of my weekly on the 10x plan. that also does not make any sense...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1ldo7/hidden_usage_nerf_today/pev6nu3/"}]}, {"theme": "Context window usage display", "criterion": "limits.usage_meter", "authorWeeks": 57, "posts": 59, "agents": [{"id": "claude-code", "authorWeeks": 26}, {"id": "antigravity", "authorWeeks": 22}, {"id": "codex", "authorWeeks": 5}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "please bring back the context usage indicator near the model selector and usage limits.\n@claudedevs [link]", "link": "https://twitter.com/2014763041259425792/status/2111321276531044633"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "can someone please tell me what's the point in moving the context window somewhere else? why can't they do that but leave the context window in here as well?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5wubq/where_did_my_context_window_bar_go/ph259a0/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "i just want the context usage to show in the little circle down the bottom back in the web ui. the only way to show it now is a floating elements to the side which feels super janky and distracting, whereas it was perfect before in the usage popup.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6is2o/claude_code_ui_update/pgw7bby/"}]}, {"theme": "Cost per completed task metrics", "criterion": "limits.usage_meter", "authorWeeks": 53, "posts": 54, "agents": [{"id": "cursor", "authorWeeks": 18}, {"id": "devin", "authorWeeks": 10}, {"id": "claude-code", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 7}, {"id": "cline", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai the $4 input / $20 output pricing makes me want to look past the headline cursorbench score. cost per successfully resolved issue, including retries and tool output, would tell me way more about whether to route an actual coding task to this model.", "link": "https://twitter.com/1633831577716396032/status/2111927559843934407"}, {"agent": "cline", "date": "2026-10-17", "source": "X", "community": "@cline", "text": "@cline 17x cheaper per token, or per solved task? retries and longer outputs can move those two in opposite directions. dollars per passed terminal-bench task would be the number i'd want to see.", "link": "https://twitter.com/2110923886808485888/status/2111458488580972724"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai 46.1% on cursorbench is at default effort only. same pattern as other muse/api launches: the headline score is not the cost-per-task figure. worth posting cursorbench at higher effort next to the $4/$20 token price.", "link": "https://twitter.com/363334482/status/2111056609472577546"}]}, {"theme": "Show actual token counts, not just percentages", "criterion": "limits.usage_meter", "authorWeeks": 48, "posts": 48, "agents": [{"id": "codex", "authorWeeks": 23}, {"id": "claude-code", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "@antigravity tokens .. i want tokensssssssssssssss. 1 prompt = 10%", "link": "https://twitter.com/1665098305045422081/status/2110871553760272632"}, {"agent": "cursor", "date": "2026-10-10", "source": "Reddit", "community": "r/ChatGPTCoding", "text": "per-reply usage is enough to see a burn. a total that adds up matters when you are billing a run. cursor cli storing no token count is the hole i'd actually care about, because then you can't see the burn after the fact.", "link": "https://www.reddit.com/r/ChatGPTCoding/comments/1x1rkzl/sessionbench_v1_what_12_coding_harnesses_preserve/pf04zfn/"}, {"agent": "codex", "date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux in the codex cli, it would be really helpful if it could display the current token consumption as well as the task that is currently being executed. this would allow users to better understand the ongoing status. at the moment, i mostly just see “working.”thank you!", "link": "https://twitter.com/2106943549803761664/status/2106954925272084580"}]}, {"theme": "Per-model usage breakdown and meters", "criterion": "limits.usage_meter", "authorWeeks": 39, "posts": 40, "agents": [{"id": "opencode", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity a per-model view of remaining allowance and the exact reset time would help users plan a longer coding session. can those two gemini buckets be checked together before starting a task?", "link": "https://twitter.com/1998625138548649984/status/2111435024373547200"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity separate model buckets need separate meters in the model picker: remaining quota and the exact reset time for each. that would make it clearer whether switching to flash preserves the argon allowance. is that visibility included in this rollout?", "link": "https://twitter.com/1978341604927959040/status/2110975358153732244"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity a separate bucket helps. please show the remaining allowance and the exact reset time next to the model picker—otherwise people end up rationing requests without knowing what they’re rationing.", "link": "https://twitter.com/2060554585643843585/status/2110949670621233586"}]}, {"theme": "Per-task and per-step usage breakdown", "criterion": "limits.usage_meter", "authorWeeks": 34, "posts": 38, "agents": [{"id": "codex", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 10}, {"id": "devin", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "and ofc you leave out how many tokens you generated? input? cache? model? service tier?", "link": "https://www.reddit.com/r/codex/comments/1x7obzw/codex_usage_dropped_from_57_remaining_to_0/ph5v8d9/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i asked how many token it consumed, it told me he was not able to know, how do you guys did to know", "link": "https://www.reddit.com/r/codex/comments/1x36500/dot_is_on_a_break/pf8ffrk/"}, {"agent": "devin", "date": "2026-10-10", "source": "X", "community": "@DevinAI", "text": "@chris_wozniczek @devinai it is much more practical to check consumption by subtasks than just looking at the total amount.", "link": "https://twitter.com/1867176094987935744/status/2109010860882677939"}]}, {"theme": "Breakdown of what consumes quota", "criterion": "limits.usage_meter", "authorWeeks": 34, "posts": 34, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "cursor", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "and i wasn’t even using top-tier models. i used fucking glm for most of my requests. the usage tracking is completely opaque, making it impossible to understand where all the money goes. the most useless $200 i’ve ever spent. @cursor_ai", "link": "https://twitter.com/2913120899/status/2109008845217366139"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@grok @bot 5/n feature request to @cursor_ai @bot @poteto - could you please either add some usage details (ideally something that's programmatically accessible from within the grok bot) or at least give user hints on what might be wasteful. right now we're flying blind.", "link": "https://twitter.com/7619212/status/2107958384914059697"}, {"agent": "cursor", "date": "2026-10-06", "source": "X", "community": "@cursor_ai", "text": "why is my @bot consuming so fast my @cursor_ai ultra sub? how can i check where my tokens are going? in only 2 days i have drained pretty much all my sub and the cursor models tokens not the premium ones", "link": "https://twitter.com/544365031/status/2107585105279746063"}]}, {"theme": "Usage shown in dollar value", "criterion": "limits.usage_meter", "authorWeeks": 27, "posts": 28, "agents": [{"id": "codex", "authorWeeks": 10}, {"id": "claude-code", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "if not too much clutter\ncould we show the prices of orbs here gentlemen?\nperhaps on hover?\n@sqs @nicolaygerold @puckofamp @ampcode [link]", "link": "https://twitter.com/89691524/status/2111113126666186913"}, {"agent": "factory", "date": "2026-10-12", "source": "X", "community": "@droid", "text": "the trade off is, it runs extremely slow.\ni am afraid of the cost is not cheap.\nmaybe we could add a cost for mission mode so we can see cost every times a mission is done? @droid", "link": "https://twitter.com/1518742213936570368/status/2109462194396225972"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "how much does 62,500 credits ordinarily cost? codex app won't display the prices for me. ask chatgpt and it says it's worth $2,500.", "link": "https://www.reddit.com/r/codex/comments/1wsijqb/codex_usage_and_operation_discussion_last_updated/pczmzlt/"}]}, {"theme": "More detailed usage analytics dashboards", "criterion": "limits.usage_meter", "authorWeeks": 27, "posts": 27, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@tukiyomiiori @grok some are usable now, some are not, and i really can't see the bill, it's just speechless @elonmusk @grok @cursor_ai @bot [link]", "link": "https://twitter.com/2079220699932340224/status/2110576525657661514"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "usage reported by @cursor_ai for @bot is supremely unhelpful. it is just a percentage of my weekly allowance. are your higher subscription tiers like this too? seriously not helpful at all.", "link": "https://twitter.com/1034135391312461825/status/2110473303009775827"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity add heatmaps that shows us our token and credit usage and also how many projects we have worked and also introduce an antigravity pet", "link": "https://twitter.com/1241359410938576901/status/2107426612119769096"}]}, {"theme": "Per-session usage breakdown and logs", "criterion": "limits.usage_meter", "authorWeeks": 25, "posts": 26, "agents": [{"id": "claude-code", "authorWeeks": 13}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why can't i see my token usage per session/chat anymore? that's ridiculous. stop making the content worse.", "link": "https://twitter.com/1692410387524669440/status/2110724831281103001"}, {"agent": "copilot", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i like it! for github-copilot license i am used to tokenyst extension. yours is great for codex, the only thing i am missing or overlooking is the session cost history.", "link": "https://www.reddit.com/r/codex/comments/1utevw2/vs_code_extension_to_track_codex_claude_code/pf9qte5/"}, {"agent": "cursor", "date": "2026-10-11", "source": "Reddit", "community": "r/ChatGPTCoding", "text": "agreed. a missing total is an audit problem. no count at all means the cost of a run cannot be recovered from the file afterwards. cursor cli is the only one of the twelve with nothing.", "link": "https://www.reddit.com/r/ChatGPTCoding/comments/1x1rkzl/sessionbench_v1_what_12_coding_harnesses_preserve/pf9oked/"}]}]}, "limits.prompt_cache": {"authorWeeks": 177, "themes": [{"theme": "Cache hit and cost visibility", "criterion": "limits.prompt_cache", "authorWeeks": 20, "posts": 20, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs will traces expose prompt cache hits because without them cost debugging stays incomplete", "link": "https://twitter.com/1803494630366785536/status/2110676659540222083"}, {"agent": "cursor", "date": "2026-10-10", "source": "Reddit", "community": "r/cursor", "text": "adding to the ttl point: at least claude code tells you what happened. since 2.1.260, /usage names a likely cause for the last cache miss. cursor gives you nothing to diagnose with, so a 3-10% request stays a mystery.", "link": "https://www.reddit.com/r/cursor/comments/1x1r0my/opus_has_become_unusable_with_cursor/pf109dk/"}, {"agent": "cursor", "date": "2026-10-04", "source": "X", "community": "@cursor_ai", "text": "@thegadgetsfan @cursor_ai that wasted spend usually hides in repeated context, not just the model choice. checking cache reads and fresh input per task would make the leak visible.", "link": "https://twitter.com/2099080281130995720/status/2106729264728965405"}]}, {"theme": "Higher prompt cache hit rate", "criterion": "limits.prompt_cache", "authorWeeks": 18, "posts": 24, "agents": [{"id": "opencode", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-08", "source": "X", "community": "@opencode", "text": "is there a problem with the cache of opencode go? it feels lower than directly connecting to the model provider's api. @opencode", "link": "https://twitter.com/2030882346069880832/status/2108120657674502391"}, {"agent": "pi", "date": "2026-10-03", "source": "X", "community": "@pidotdev", "text": "@ivanfioravanti @pidotdev need that 99.5% cache before the next local prefill", "link": "https://twitter.com/1811332417099055105/status/2106393283509518551"}, {"agent": "opencode", "date": "2026-09-30", "source": "Reddit", "community": "r/LocalLLaMA", "text": "when they fix the cache hits and invalidation of cache for concurrent requests... it will. be golden!\nunfortunately my opencode decides to many times to send a parallel request and kills the already cached data", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wtv43r/qwen38_flash_next_istadaslab_gguf_50ts_tg_and/pcz0bof/"}]}, {"theme": "Longer prompt cache retention", "criterion": "limits.prompt_cache", "authorWeeks": 15, "posts": 15, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "can you also use it for the 5 hour limit so that it keeps the cache alive until it resets?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0kdz4/wrote_a_hook_that_keeps_your_cache_alive_for_5/pf49v9c/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "it's funny that a lot of people end up at the same solution.\nif only they didn't force subagents to have 5 min cache. then it could all be subagents on subagents on subagents.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxtpxs/what_are_yall_doing/pdwx6fp/"}, {"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "asking another question in the same session the next day is wasting tokens. it has to resubmit all the context of the conversation so far and because it’s more than an hour since you last interacted with that session it has to recreate the cache which is expensive.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wvpffv/are_you_still_creating_fresh_sessions_or_work_in/pdej0b1/"}]}, {"theme": "Preserve cache across model or effort switches", "criterion": "limits.prompt_cache", "authorWeeks": 14, "posts": 15, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "i'm not talking about bugs, i'm talking about the actual feature as its supposed to be. at least in the api, changing the reasoning level mid-conversation is not supposed to break cache, as per the offical documentation ([a model guide for the gpt-6 family | openai]([link])). ", "link": "https://www.reddit.com/r/codex/comments/1wzvwco/do_you_want_this_feature_true_auto_chatgpt/pefg8sr/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "i never imagined that openai will do it first they were so generous, but we will see i hope the cache reading for next openai model astra 6.1 will be cheaper only then that would be true ", "link": "https://www.reddit.com/r/codex/comments/1wtcrio/tibo_explains_the_pro_20x_changes/pcwrbil/"}, {"agent": "pi", "date": "2026-09-22", "source": "X", "community": "@pidotdev", "text": "@pidotdev i think there should be a timer for cache busting!\nwhen the timer hits zero people can switch the model!", "link": "https://twitter.com/1987272642827853824/status/2102423160113045553"}]}, {"theme": "Cheaper cached token pricing", "criterion": "limits.prompt_cache", "authorWeeks": 13, "posts": 14, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-10", "source": "Reddit", "community": "r/opencode", "text": "those credits are someone else's quota, so the discount is on price, not on capacity. i work at coralbricks.ai and for a cache-heavy loop i would rather pay list and get cached reads at $0, since the repeated prefix is most of what gets sent.", "link": "https://www.reddit.com/r/opencode/comments/1x1d9j9/orbio_currently_60_off_openrouter_rates_direct/pf1ij7n/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "maybe a/b testing astra 6.1 with hopefully lower cache read cost?", "link": "https://www.reddit.com/r/codex/comments/1x11xwx/have_they_increased_the_usage_you_get_on_astra/pepww2z/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cache reads are the tax every agent pays on every tool call. cut that in half and long-horizon coding agents get real.", "link": "https://twitter.com/1157848627/status/2108335138417377729"}]}, {"theme": "Stable cache-friendly system prompt prefix", "criterion": "limits.prompt_cache", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "if they did create [claude.md](http://claude.md) files and changed them frequently, that is where your money went. [claude.md](http://claude.md) is autoreloaded, busting cache. that makes it a very expensive experience on a fable.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wbbsbk/fable_51_usage_consumption_my_experience/p8pkbc4/"}, {"agent": "opencode", "date": "2026-09-03", "source": "X", "community": "@opencode", "text": "@opencode anomaly should be the first to standardize this, why can’t x-agent-session be a common thing so any harness can properly cache on any provider", "link": "https://twitter.com/1899967054167334912/status/2095465872743641174"}, {"agent": "claude-code", "date": "2026-09-01", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cheaper cache reads only help if the prefix holds. one tool list reshuffle mid-session and you're paying full writes again.", "link": "https://twitter.com/2044076080890281984/status/2094857810882556092"}]}, {"theme": "Preserve cache across compaction, handoff, subagents", "criterion": "limits.prompt_cache", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes that's fine\nexcept making a handoff requires a cache miss\nvs chewing an ondisk jsonl ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1ybwb/best_way_to_handle_cold_cache_hits_you_overpay_5x/pf66tsy/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "meanwhile, what happened to forking threads? that was a great way to use your cache. gone!", "link": "https://www.reddit.com/r/codex/comments/1wx7k6u/more_promises/pdxgyu5/"}, {"agent": "codex", "date": "2026-09-10", "source": "Reddit", "community": "r/codex", "text": "this solution would be so much more efficient if openai had looked into issue of losing cache context of parent to worker: [link]", "link": "https://www.reddit.com/r/codex/comments/1wcr5c1/astra_vs_astra_luna_agents/p90jdrm/"}]}, {"theme": "User-configurable cache TTL and idle timeout", "criterion": "limits.prompt_cache", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "it should default to whatever is configured as the cache time imo.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy0kwu/made_a_plugin_so_claude_code_doesnt_rewrite_the/pe1uz8q/"}, {"agent": "pi", "date": "2026-09-09", "source": "X", "community": "@pidotdev", "text": "@pidotdev @opencode pls copy this feature \nin settings allow to toggle off.", "link": "https://twitter.com/1406875926/status/2097752417635107230"}]}, {"theme": "Warnings before cache expiry or costly miss", "criterion": "limits.prompt_cache", "authorWeeks": 8, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-17", "source": "Reddit", "community": "r/codex", "text": "13x on a cache miss is nasty, and a 30-minute window you can't see is asking for a surprise bill. showing the remaining ttl would fix the worst part of this.", "link": "https://www.reddit.com/r/codex/comments/1wixw9c/codex_badly_needs_a_cache_timeout_indicator_like/paffd1p/"}, {"agent": "claude-code", "date": "2026-09-11", "source": "X", "community": "@ClaudeDevs", "text": "shout out to @t3dotcodes for having a more clear and prominent message about prompt cache expiration than claude code cli.\nshame on the @claudedevs vs code extension for having no message about prompt cache expiration.", "link": "https://twitter.com/521050612/status/2098208203385241889"}, {"agent": "pi", "date": "2026-09-09", "source": "X", "community": "@pidotdev", "text": "@pidotdev the 5 min idle one is painful. i need this kind of thing shouting before an agent quietly turns one run into a bill. does it show which switch caused it?", "link": "https://twitter.com/2005423300303028224/status/2097745215029207465"}]}, {"theme": "Fix cache misses inflating usage", "criterion": "limits.prompt_cache", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-05", "source": "Reddit", "community": "r/opencode", "text": "opencode has an error with dsv4f in the input cache that causes higher consumption; i recommend spark 1.3 as an excellent alternative. i also recommend stopping the use of command code; it seems to me that it is another scam from india, in my humble opinion.", "link": "https://www.reddit.com/r/opencode/comments/1wy6ac0/opencode_go_se_esta_gastando_más_rápido_que/pe08up1/"}, {"agent": "opencode", "date": "2026-09-23", "source": "X", "community": "@opencode", "text": "frank/deepseek-v4.1-flash at @opencode can make deepseek-v4.1-flash feel like gtp-10, its eating tokens like crazy seem like cache issue , unusable", "link": "https://twitter.com/1163317877904011270/status/2102837133837037744"}, {"agent": "codex", "date": "2026-09-08", "source": "Reddit", "community": "r/codex", "text": "pretty sure it's on cached tokens we're getting murdered. if they could fix that astra might actually be more effecient.", "link": "https://www.reddit.com/r/codex/comments/1wav6nx/dont_fall_for_astras_efficiency/p8lxt67/"}]}, {"theme": "Preserve cache across session resumes", "criterion": "limits.prompt_cache", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "tried but didn’t like it as it reuses the sessions and would bomb usage on cache expiry.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2k7dz/if_you_dont_have_access_to_claude_code_projects/pf448ac/"}, {"agent": "devin", "date": "2026-09-18", "source": "X", "community": "@cognition", "text": "@devinai, @cognition loading big sessions takes too long and it seems to not have any kind of cache between sessions swapping. please fix that :)", "link": "https://twitter.com/64041638/status/2100936062142996708"}, {"agent": "claude-code", "date": "2026-09-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "\\+1\nyup, same exp. i think fable 5.1 got too expensive. im only using fable5.1 for planning/task delegation.\nit is particularly unforgiving when it comes to cold cache. reviving a big chat again is really expensive now.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wdklro/did_usage_change_this_week_20x_max_plan/p97p2da/"}]}, {"theme": "Restore or enable prompt caching on all plans", "criterion": "limits.prompt_cache", "authorWeeks": 7, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@tcdwww @scarletkc @cognition it would be better to open an automatic cache for devin pro, with a limit of about 10%-15%! [link]", "link": "https://twitter.com/1661026110656905217/status/2111676196907790394"}, {"agent": "copilot", "date": "2026-09-30", "source": "Reddit", "community": "r/opencodeCLI", "text": "i took a look at their docs and it doesn’t look like it would work without breaking the prompt cache right now. copilot would need to support that first before it would to be worthwhile adding it to this.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wtd0hr/jev_router_for_opencode_saves_40_of_tokens_on/pczoom7/"}, {"agent": "codex", "date": "2026-09-12", "source": "Reddit", "community": "r/codex", "text": "openrouter too, openai api too, anthropic api too, gemini api too, etc... all of them do it for the api, the point is we want it for the subscriptions too.", "link": "https://www.reddit.com/r/codex/comments/1wdsjpe/please_give_us_a_slow_mode/p9fbjvl/"}]}]}, "billing.overage_charges": {"authorWeeks": 130, "themes": [{"theme": "Enforced hard spend caps", "criterion": "billing.overage_charges", "authorWeeks": 27, "posts": 28, "agents": [{"id": "cursor", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "i am getting more and more annoyed with the whole unified @subscriptions of @cursor_ai @bot grok and x... i have my monthly additional usage set to $0, yet cursor keeps charging it. i had like $6 left of my $15 credits and set cursor to `auto` to do some work. [link]", "link": "https://twitter.com/256855996/status/2111883891774824485"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the faster it gets, the more the \"waiting time\" disappears, and before i know it, the number of attempts and charges just increases. since i've also increased my wasteful attempts as it becomes easier to use, i want to set a budget limit before using the speed.", "link": "https://twitter.com/2035368389024403456/status/2110855759215095988"}, {"agent": "cursor", "date": "2026-10-11", "source": "X", "community": "@cursor_ai", "text": "@poteto @cursor_ai @grok @bot: told my grok bot fleet to stop using my cursor on-demand budget. it kept going ~18 more hrs, falling back to cursor whenever claude ran out. 26 launches + 10 cloud agents. agents need hard spend limits they can't route around.", "link": "https://twitter.com/175055706/status/2109371414864077175"}]}, {"theme": "No charge for blocked requests", "criterion": "billing.overage_charges", "authorWeeks": 14, "posts": 15, "agents": [{"id": "claude-code", "authorWeeks": 14}], "examples": [{"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs could this really not be solved better by blocking ips?", "link": "https://twitter.com/1455686932764119040/status/2103337400386888102"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs if a safeguard blocks before a response, the product should show the category, billable unit, and appeal path in the same event. a &lt;0.1% false-positive target matters only if users can inspect and reverse a mistaken charge quickly.", "link": "https://twitter.com/2052583923918503944/status/2103265245175468181"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs so this means we also can submit rebuttals so that when it isn't a valid case, we get credit back, right?\nright?", "link": "https://twitter.com/73279428/status/2103262519137587312"}]}, {"theme": "Option to block paid usage after quota", "criterion": "billing.overage_charges", "authorWeeks": 14, "posts": 14, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "tried to have my assistant open one tiny test pr, a single blank line in a readme, and got stopped with 'enable on-demand usage to continue.' paywalling the most basic workflow before i can even test it is a rough first impression. @cursor_ai, please let small test tasks through.", "link": "https://twitter.com/2038143901404446720/status/2110802963287453827"}, {"agent": "copilot", "date": "2026-10-12", "source": "Reddit", "community": "r/GithubCopilot", "text": "and yes, your company is handing out extra credits at the end of the month to use their unused pooled credits, that’s good on them.\nthey need to introduce an enterprise max plan and also block purchases of credits.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x44w5u/how_additional_budget_for_aic_appear_in_the_ui/pfgvjyv/"}, {"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "there is no option to disable on demand usuage. when i searched for support there was no support either \n@cursor_ai", "link": "https://twitter.com/1286992446807617536/status/2109535920668188949"}]}, {"theme": "Notice before overage charges", "criterion": "billing.overage_charges", "authorWeeks": 11, "posts": 11, "agents": [{"id": "cursor", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@bot @cursor_ai never hit 100%, but it ate through the additional usage i had set aside without notifying my that it has started consuming it. [link]", "link": "https://twitter.com/1038636559/status/2111243596187975938"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs this will cause controversy: users have to pay even for failed requests, and the boundaries need to be explained very clearly, otherwise it can easily be seen as a penalty fee.", "link": "https://twitter.com/2024314068967026688/status/2103344334775173266"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs for these billable blocks, i'd want the charge shown beside the refusal, before any retry. 'try again' shouldn't be a surprise purchase.", "link": "https://twitter.com/2102042968198963200/status/2103275618804609275"}]}, {"theme": "Metered overage instead of hard usage cutoff", "criterion": "billing.overage_charges", "authorWeeks": 10, "posts": 11, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "text": "1. why 3.1 had deep think and argon has not\n2. will u add deep think for argon\n3. why no link here though\n4. will u add toggle for spend usage in agy, alternatively to credits", "link": "https://www.reddit.com/r/google_antigravity/comments/1x61dlq/we_are_going_to_be_going_live_on_the_antigravity/pgrerjn/"}, {"agent": "antigravity", "date": "2026-09-23", "source": "Reddit", "community": "r/google_antigravity", "text": "yup, same here. there's no way to enable overages either if you have credits to use.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wjiv3g/did_google_just_restrict_access_to_settings_in/pbj4ykw/"}, {"agent": "claude-code", "date": "2026-09-22", "source": "Reddit", "community": "r/ClaudeCode", "text": "good point. or they could just do what oai does and it works exactly as one would expect. at least in theory, i don't know if anyone has tested it out.\nit would cost anthropic more, but for the customer goodwill and potential conversion to api / enterprise it might be worth it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wn0xn9/max20x_is_now_just_15_times_better_than_max5x/pbc1w7m/"}]}, {"theme": "Fix incorrect overage and top-up billing bugs", "criterion": "billing.overage_charges", "authorWeeks": 9, "posts": 9, "agents": [{"id": "cursor", "authorWeeks": 7}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@0x_kaize @cursor_ai couldn't handle two on-demand top-ups for @bot and canceled my account without even buying me a coffee. fix the cursor issue. then we can talk about this again! [link]", "link": "https://twitter.com/18690523/status/2108544796834853190"}, {"agent": "kiro", "date": "2026-10-08", "source": "X", "community": "@kirodotdev", "text": "hey @kirodotdev @awscloud,\ni'm using kiro through aws with 4 paid subscriptions ($180/month total)\nmy aws usage has already reached $205.65 and keeps increasing as i use kiro, despite overages being disabled\nthese charges are consuming my aws credits\nwhy am i being charged extra", "link": "https://twitter.com/1743813577994080256/status/2108114855484154032"}, {"agent": "cursor", "date": "2026-09-10", "source": "X", "community": "@cursor_ai", "text": "@versatile_ind @elonmusk @grok @bot ( changing the on-demand usage to higher spend doesn't reactivate or reset, so must be a bug on @cursor_ai s side worth fixing ;-)", "link": "https://twitter.com/1704125562095308801/status/2098002762965328085"}]}, {"theme": "Cheaper extra usage pricing", "criterion": "billing.overage_charges", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "real, higher the subscription, less it should be for extra usage. especially with evidence that the 5x and 20x is not actually 5x and 20x", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x16mub/reality/perk0d6/"}, {"agent": "cursor", "date": "2026-09-18", "source": "X", "community": "@cursor_ai", "text": "i'm on cursor ultra ($200/mo) and hit 100% of my included usage with 9 days left in the cycle.\nnow i'm on on-demand, where my usage costs roughly 1,700% more for equivalent usage.\ni burned $54+ in a day of heavy use.\n@cursor_ai — there has to be a better middle ground.", "link": "https://twitter.com/1302686667199909890/status/2101009001399849069"}, {"agent": "cursor", "date": "2026-09-08", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @cursor_ai can we get a grok small model like sonnet/luna? want to continue using cursor for company work but the surcharge on 3rd party models is causing me to exceed company ai cost limits.", "link": "https://twitter.com/716348168976379904/status/2097366523425751296"}]}, {"theme": "Per-user and per-agent spend caps", "criterion": "billing.overage_charges", "authorWeeks": 2, "posts": 2, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai one pool across cursor and grok bot is great until an overnight agent run eats the week's coding budget, so per-agent caps would make this an easy switch.", "link": "https://twitter.com/16290673/status/2109841714953564369"}, {"agent": "antigravity", "date": "2026-09-07", "source": "X", "community": "@antigravity", "text": "@googlecloudtech @antigravity pooled quotas across antigravity and other gemini enterprise tools will help a lot with finops. any timeline for per user spend caps?", "link": "https://twitter.com/1862525487668436992/status/2097039002742219053"}]}, {"theme": "Team-wide auto-reload toggle", "criterion": "billing.overage_charges", "authorWeeks": 2, "posts": 2, "agents": [{"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-20", "source": "Reddit", "community": "r/codex", "text": "what you expected to happen when you clicked the auto reload?\ni agree that they could add an additional \"turn on auto reload for all team members\" and maybe an additinal link under it to check our credit pricing\nbut as an enterprise user, nothing suprsising happened. by default, teams everywhere is api based, openai, claude, cursor and any other ai tool.", "link": "https://www.reddit.com/r/codex/comments/1wleg93/i_just_experienced_openais_team_plan_money/paxw690/"}]}]}, "billing.pricing_clarity": {"authorWeeks": 883, "themes": [{"theme": "Published exact usage limits per plan", "criterion": "billing.pricing_clarity", "authorWeeks": 124, "posts": 132, "agents": [{"id": "codex", "authorWeeks": 54}, {"id": "claude-code", "authorWeeks": 34}, {"id": "cursor", "authorWeeks": 11}, {"id": "devin", "authorWeeks": 8}, {"id": "opencode", "authorWeeks": 7}, {"id": "factory", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-18", "source": "X", "community": "@droid", "text": "@droid they should be more transparent about how their usage limits work in each plan.", "link": "https://twitter.com/1525101116/status/2111844066543473021"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@grok @cursor_ai @x so the new plan for $30 is how much more usage / tokens than legacy pro? the other grok and x benefits are helpful but not worth the 50% premium atm.", "link": "https://twitter.com/35898265/status/2111457782901731503"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i also haven't received much usage information about my devin pro and max. i've always wanted to upgrade to the maximum plan, but they haven't mentioned how much more usage it offers compared to the pro $20 plan, which makes me hesitant to upgrade.", "link": "https://twitter.com/2110945071172554752/status/2111457261952565504"}]}, {"theme": "Disclosure of usage limit changes", "criterion": "billing.pricing_clarity", "authorWeeks": 67, "posts": 68, "agents": [{"id": "codex", "authorWeeks": 41}, {"id": "claude-code", "authorWeeks": 17}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "claude max 5x/opus users: did effective usage change on oct 16? reports say 5h limits drain faster. anthropic’s artifact promo (50% less 5h usage for eligible messages) ended oct 15—not a weekly-limit bonus. @claudeai @anthropicai @claudedevs: please clarify. [link]", "link": "https://twitter.com/2071652590773755905/status/2111351334859428216"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "every time they’ve said they’ve increased the limits x2 it’s been a lie. so no thank you.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf8dnz0/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "bro, read through this thread. 90% of the people here think this means you're getting less usage for your money on codex. so clearly nobody here is getting it.\nyou can say that's because they're all stupid, but be that as it may, they are still being mislead evidently.", "link": "https://www.reddit.com/r/codex/comments/1wz71j1/is_this_true/pelf8ua/"}]}, {"theme": "Simpler, clearer pricing structure", "criterion": "billing.pricing_clarity", "authorWeeks": 53, "posts": 56, "agents": [{"id": "codex", "authorWeeks": 18}, {"id": "cursor", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity your ai plans are confusing again. it's better to just simplify things.", "link": "https://twitter.com/94993679/status/2111197495355154551"}, {"agent": "devin", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "yeah i wish devin’s site had more info on this. it’s super super vague", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/comment/pgkjqla/"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@poteto @theo newer to your ecosystem, coming from heavy anthropic use. my gap is understanding how @grok, grok @bot and @cursor_ai fit together, not just the workflow but the pricing and subscriptions too. a simple map of that would help a lot of us switching over.", "link": "https://twitter.com/1737496501088034816/status/2107937890865131769"}]}, {"theme": "Accurate definition of plan usage multipliers", "criterion": "billing.pricing_clarity", "authorWeeks": 46, "posts": 47, "agents": [{"id": "codex", "authorWeeks": 22}, {"id": "claude-code", "authorWeeks": 19}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "my understanding is the 20 has less than 2x the 5 for session limits, but closer to 3x the 5 for the total week limits\nholy shit what a stupid sentence that is lol why don’t they just make the names accurate", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6eiab/4x_max_5x_or_2x_max_20x/pgur672/"}, {"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai paid ultra ($200). plan page says \"20x usage limits\", but ~$42 of opus already shows 34% of other models, which means only ~$124. two months ago on ultra it was ~$400. support ticket t-g89646 refused to fix it or explain what \"20x\" means. please look into this. [link]", "link": "https://twitter.com/2109556538558091264/status/2109558823681691812"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "they misled everyone with their 20x plan … saying you got twenty times the usage when you… didn’t ", "link": "https://www.reddit.com/r/codex/comments/1x1b1iy/the_great_codexpocalypse/pewlgg2/"}]}, {"theme": "Disclosure of served model quantization", "criterion": "billing.pricing_clarity", "authorWeeks": 45, "posts": 50, "agents": [{"id": "codex", "authorWeeks": 29}, {"id": "opencode", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 5}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "hey @thdxr and @adamdotdev , possible to know which deepkseek v4.1 version do you provider for zen and go? cannot find on the @opencode website. always the latest like 1017?", "link": "https://twitter.com/1169199901089161217/status/2111452554538127739"}, {"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "i wish providers were more transparent about there changes. even a small update explaining what happens would save everyone so much guessing.", "link": "https://www.reddit.com/r/opencode/comments/1x5cyn5/big_pickle_worked_great_for_36_hours_now_is_back/pgnhxwj/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "yeah, especially the transparency about what exactly you get for your money \nor the transparency when usage is suddenly reduced \nand let's not forget the transparency about what kind of quantization we are getting", "link": "https://www.reddit.com/r/codex/comments/1x2v0gn/nova_also_interesting_numerical_patterns_in_the/pfat92p/"}]}, {"theme": "Published per-model and per-token pricing", "criterion": "billing.pricing_clarity", "authorWeeks": 42, "posts": 44, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai yeah but cursor charges $0.25/m on top of the model provider's price\nwhy is this not included in posts like this? @ftc", "link": "https://twitter.com/2018327341399789569/status/2108052571600339010"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "the problem is that this is based on api pricing and we don't know what multiplier each of those models uses on subscription.", "link": "https://www.reddit.com/r/codex/comments/1wu4c5l/replacing_56_luna_max/pczvedp/"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "how are people (including openai) claiming it is cheaper but if you compare sol 6.0 to 6.1 in [[link] it'll show you the pricing is identical. for all we know, 6.1 could be 6.0 relabeled :)", "link": "https://www.reddit.com/r/codex/comments/1wtln6a/has_anyone_tried_sol_61_on_a_real_project_yet/pcvjbr9/"}]}, {"theme": "Clear shared usage pool labeling", "criterion": "billing.pricing_clarity", "authorWeeks": 34, "posts": 37, "agents": [{"id": "cursor", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why it’s not indicated in claude code that it uses more usage like how you mention for max effort ?", "link": "https://twitter.com/1994924372906381312/status/2110834075057758330"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "@melvindvivas @cursor_ai @grok @bot all have different meters. perhaps they should be pooled. i think many of us are spending a lot of time porting work between them … to manage usage ,,, instead of using them.", "link": "https://twitter.com/401720049/status/2108765187440283716"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "tricky wording, it's not additional usage limits, they also just track fable usage separately from your total usage - which still includes fable.\nthis also confused me recently, i agree they should make it more clear.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0wum7/shouldnt_fable_have_a_separate_weekly_limit/peou56r/"}]}, {"theme": "Clear statement of what each plan includes", "criterion": "billing.pricing_clarity", "authorWeeks": 27, "posts": 27, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 6}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-14", "source": "X", "community": "@cognition", "text": "@chris_wozniczek @a[phone] @cognition i have a few days left before my gpt subscription expires, and i'm considering whether to subscribe to devin or claude. i hope devin can clarify soon.", "link": "https://twitter.com/178565675/status/2110437275687629035"}, {"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "yeah they must du a better job communication what you actually get with their subscription, just found out yesterday that you get monthly google colab credits for a reddit thread. pull everything together in 1 app, how hard can it be", "link": "https://www.reddit.com/r/google_antigravity/comments/1x51ebh/argon_might_not_come_to_antrigravity_pro_plans/pgil74w/"}, {"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "would love some clarity from someone on the @cursor_ai team or @x team [link]", "link": "https://twitter.com/1397316686102007808/status/2109806351366898080"}]}, {"theme": "Lower pricing for specific models", "criterion": "billing.pricing_clarity", "authorWeeks": 25, "posts": 25, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "opencode", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "text": "i'm cancelling cursor subscription soon but it's quite good for image generation while all other coding relies on claude code. looking for a cheaper option for image generation.", "link": "https://www.reddit.com/r/cursor/comments/1x3r2hw/anyone_still_using_cursor_next_to_claude_code/pffjwrb/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "ultrafast makes full sense, 6x price doesn't make sense. may be 2x", "link": "https://www.reddit.com/r/codex/comments/1wtt0gb/my_take_after_upgrading_to_the_500_plan_today/pd2lpz6/"}, {"agent": "opencode", "date": "2026-09-28", "source": "Reddit", "community": "r/opencode", "text": "amazing model but not in the same price league. nor available from opencode go. opus 5.5 max is like $6 per task vs $0.10 for the models above.", "link": "https://www.reddit.com/r/opencode/comments/1wslocq/gpt_6_luna_glm_53_flash_or_dsv41_flash/pcnvhp3/"}]}, {"theme": "Promo codes and discounts", "criterion": "billing.pricing_clarity", "authorWeeks": 24, "posts": 26, "agents": [{"id": "cursor", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition give me a few discount coupons first to show your strength.", "link": "https://twitter.com/1799430220640071680/status/2111452330294169624"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev i saw that there are discount coupons when subscribing, can i have one 😅", "link": "https://twitter.com/2070953764475789312/status/2110495969548673252"}, {"agent": "cursor", "date": "2026-10-11", "source": "X", "community": "@cursor_ai", "text": "@mlhacks emailed me my \"unique promo code\" for free cursor pro 👀\n✅ checked in\n✅ phone verified\n✅ github connected\nclicked claim: \"no unclaimed codes in pool\" 💀\nday 3 of 7 and it's empty?? did the viral threads drain it? refill coming @cursor_ai?\n#hacktoberfest #grokbot [link]", "link": "https://twitter.com/2067623157867872256/status/2109365589429068248"}]}, {"theme": "Clear official announcements of pricing changes", "criterion": "billing.pricing_clarity", "authorWeeks": 23, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs frankly speaking, it's not that ai is a black box and lacks transparency, but rather that the companies handling it are the ones making it lack transparency, which means the companies are terrible. i think they should clearly state anything if there is something.", "link": "https://twitter.com/1456128631382495232/status/2111740791022592117"}, {"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "agreed- would love an article with a good breakdown on the pricing and different scenarios to where if you’re already on plan x, you get y now; if you’re already on plan a, you get b, etc.", "link": "https://www.reddit.com/r/cursor/comments/1x4tqqt/very_telling_almost_every_thread_is_about_how/pgv1grs/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "is this something temporary only, i didnt see any news about it, but my pro 5x plan now shows it will bill me 85 euros.", "link": "https://www.reddit.com/r/codex/comments/1wtx9km/price_reduction_for_pro_5x/"}]}, {"theme": "Pay-as-you-go pricing option", "criterion": "billing.pricing_clarity", "authorWeeks": 22, "posts": 23, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "i'm all ears. i asked ai what i should do and it told me cline. i want to just subscribe to something like claude code and use it just like i do cursor - change the models to cheaper/more expensive based on what i'm working on and just pay a fixed, monthly fee.", "link": "https://www.reddit.com/r/cursor/comments/1x4zgyj/need_help_migrating_to_claude/pgs0txy/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "go consumption based, 20$ would go much further than pro for 20$", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrf0ld/is_claude_pro_actually_worth_20_just_for_one/pd8w1fs/"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "i don’t give a shit about dots. \ni want be able to pay for it. ", "link": "https://www.reddit.com/r/codex/comments/1wtgaya/pro_500_is_25x_usage/pctxp5s/"}]}]}, "billing.free_tier": {"authorWeeks": 479, "themes": [{"theme": "Make a specific model free", "criterion": "billing.free_tier", "authorWeeks": 45, "posts": 46, "agents": [{"id": "opencode", "authorWeeks": 35}, {"id": "cline", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@hqmank dear @opencode, if you make this model for free, we would like to try it.", "link": "https://twitter.com/2810376227/status/2111444614104105070"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "i love deepseek \n@opencode, when will the free endpoint be upgraded to the new version? [link]", "link": "https://twitter.com/1969133639834181632/status/2111408406439559485"}, {"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "text": "yay more wasted compute. nvidia should just serve free deepseek instead.", "link": "https://www.reddit.com/r/opencode/comments/1x6voe6/nemotron_35_super_vl_is_now_free_on_opencode/pgyw1ju/"}]}, {"theme": "Free trial of paid plans", "criterion": "billing.free_tier", "authorWeeks": 40, "posts": 42, "agents": [{"id": "claude-code", "authorWeeks": 13}, {"id": "devin", "authorWeeks": 9}, {"id": "factory", "authorWeeks": 8}, {"id": "opencode", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition congratulations, i hope there is a free membership experience 🤩", "link": "https://twitter.com/2069615515186974720/status/2111448537749770623"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "damn that sucks man. should have had the option of atleast a 24hr trial.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x77a68/claude_code_trial/ph1swts/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "genuine ragebait that you dont get access as a trial member.. they know what they're doing. if i'm getting a trial for a service i expect the trial to mirror the actual product im buying", "link": "https://www.reddit.com/r/google_antigravity/comments/1x708ez/gemini_4_argon_now_available_on_paid_google_ai_pro/ph0lz0r/"}]}, {"theme": "More free models", "criterion": "billing.free_tier", "authorWeeks": 31, "posts": 36, "agents": [{"id": "opencode", "authorWeeks": 17}, {"id": "codex", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-10", "source": "Reddit", "community": "r/opencode", "text": "it would be great to see opencode explore and add more free models from different providers, especially capable coding and agentic models. more variety would give users better options to experiment, build projects, and use opencode without needing paid api access.", "link": "https://www.reddit.com/r/opencode/comments/1x2ld8y/request_for_more_free_models/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "why does gpt 6 luna is the only thing that free tier have and it's compared to lowest claude model, like, why we don't have something to compete with sonnet 5.5 for free?", "link": "https://www.reddit.com/r/codex/comments/1x05squ/new_chatgpt_update/peijzpe/"}, {"agent": "opencode", "date": "2026-10-06", "source": "X", "community": "@opencode", "text": "@opencode let’s make another model free to say bye to bunny. maybe something bigger?\n[link]", "link": "https://twitter.com/1293008918/status/2107603565367775696"}]}, {"theme": "Additional free usage credits", "criterion": "billing.free_tier", "authorWeeks": 31, "posts": 31, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "opencode", "authorWeeks": 6}, {"id": "cline", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "claude code + @opencode go plan subagents especially the free ones is a cheat code. swarm go brrr opencode plz sponsor me some tokens i am suffering from poor founder syndrome.", "link": "https://twitter.com/1626674404141694976/status/2110889673644294187"}, {"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "hey @cursor_ai\nwhat a man has to do to get free credits for a month?", "link": "https://twitter.com/202569834/status/2109664961987584121"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cough cough i ran out of usage till monday wanna be nice and give me credits pretty plz", "link": "https://twitter.com/1819501836434395136/status/2108044670869864574"}]}, {"theme": "Free trial period for newly released models", "criterion": "billing.free_tier", "authorWeeks": 26, "posts": 26, "agents": [{"id": "opencode", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai sad that there’s no way to try it with the new plan without paying extra.", "link": "https://twitter.com/2007052689306501120/status/2110930703810760765"}, {"agent": "antigravity", "date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "text": "as pro subscriber, also lost all models except 3.8-flash. they didn't even give free argon4 requests so we could test it and upgrade to ultra is we would like it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4umx9/only_38_model_for_coding_are_u_kidding_me/pgoupts/"}, {"agent": "cursor", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "i noticed this too, i guess they are killing composer, it was a good model, since it's based on kimi dot ai, you can try checking out their plans. i wish they gave a trial to test it out.", "link": "https://www.reddit.com/r/cursor/comments/1x5jqxb/r_they_killing_composer/pgo7gc1/"}]}, {"theme": "Higher free tier usage limits", "criterion": "billing.free_tier", "authorWeeks": 23, "posts": 25, "agents": [{"id": "opencode", "authorWeeks": 9}, {"id": "cline", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "i love you @opencode but you can’t say a model is free with such low limits on it.", "link": "https://twitter.com/14355333/status/2111930485689798883"}, {"agent": "opencode", "date": "2026-10-05", "source": "X", "community": "@opencode", "text": "@felipebossolani @cryptopraetoria @grok @opencode damn. thank you. wish opencode didn't have these daily limits on free models, space bunny was good", "link": "https://twitter.com/3291182856/status/2107207787881357450"}, {"agent": "opencode", "date": "2026-09-26", "source": "Reddit", "community": "r/CLine", "text": "so it’s just like their previous free offers... ridiculous.\ncline made a bad impression to me.\nif they offer a free tier they should have useful quotas like opencode zen.", "link": "https://www.reddit.com/r/CLine/comments/1wpyepq/gemini_38_flash_is_now_free_in_cline/pc3rk67/"}]}, {"theme": "Make the product fully free and unlimited", "criterion": "billing.free_tier", "authorWeeks": 23, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "i have a question: with all the tools and platforms google has, why doesn't it make its artificial intelligence free for users to use? and why doesn't it make the entire platform it's making money from free to use?programmers can use the tool's artificial intelligence ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0pqjl/finally_some_good_decisions/pemvogi/"}, {"agent": "opencode", "date": "2026-10-08", "source": "X", "community": "@opencode", "text": "@opencode i have conclusive proof youre falsely labeling models to be updated versions when thats not the case, n i bet there are more judges that hate ai then fw it, even if you have free options that's still affecting all users opinions\nlawsuit or unlimited free usage", "link": "https://twitter.com/1551056957464780800/status/2108306672922054885"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity better library for all mcps. better nano banana integration, make it free!", "link": "https://twitter.com/107362073/status/2107518391586340968"}]}, {"theme": "Clear free tier limits", "criterion": "billing.free_tier", "authorWeeks": 22, "posts": 22, "agents": [{"id": "opencode", "authorWeeks": 14}, {"id": "cline", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "not gonna add grammar here because its not a big thing just wanna point out exo free should be removed from the dashboard because its deprecated just a heads up", "link": "https://www.reddit.com/r/opencode/comments/1x5qh61/exofree/"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode @thdxr can we plz sort this free model list by most used tokens or some other metric? not sure which one is the best cause everyday new model drop uk [link]", "link": "https://twitter.com/1149503292063436800/status/2109892138351869956"}, {"agent": "opencode", "date": "2026-10-12", "source": "X", "community": "@opencode", "text": "@opencode guys if you put some free model, please specify that is going to take 20 min for a basic shiet, i really want to try step 5 preview but", "link": "https://twitter.com/12052432/status/2109693297505476673"}]}, {"theme": "Restore removed free models and offers", "criterion": "billing.free_tier", "authorWeeks": 22, "posts": 22, "agents": [{"id": "opencode", "authorWeeks": 10}, {"id": "devin", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@scarletkc @dabit3 @cognition ask them to bring back swe 2 free on devin cloud for at least another 3 months. .", "link": "https://twitter.com/1372789923195981833/status/2111675632673329176"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition can glm5.2 be re-added to the free model?", "link": "https://twitter.com/2045044953957490688/status/2111488412729606297"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode what happened to \"fledge alpha free\" model? was buggy and strong model.", "link": "https://twitter.com/1468541713572667402/status/2111140046296244574"}]}, {"theme": "Expand student program to more universities and countries", "criterion": "billing.free_tier", "authorWeeks": 21, "posts": 21, "agents": [{"id": "kiro", "authorWeeks": 21}], "examples": [{"agent": "kiro", "date": "2026-09-18", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev kiro will never have a universal student verification system like google's. never forget this and this is one of the worst things for kiro.", "link": "https://twitter.com/1896160400716267520/status/2101007441785663795"}, {"agent": "kiro", "date": "2026-09-10", "source": "X", "community": "@kirodotdev", "text": "@ajassy kiro is great but davidson college is sadly not one of the 132 colleges listed. @kirodotdev i'm researching coding agents and would love to access kiro pro for the next year. can we chat?", "link": "https://twitter.com/1256997596473720834/status/2097903998695035225"}, {"agent": "kiro", "date": "2026-09-09", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev would you mind adding the university of electro-communications to your list?", "link": "https://twitter.com/1959058795138887680/status/2097790884863705229"}]}, {"theme": "Free access to top-tier plans", "criterion": "billing.free_tier", "authorWeeks": 20, "posts": 20, "agents": [{"id": "devin", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition boss, please give me a devin max @scarletkc", "link": "https://twitter.com/1455133029257654277/status/2111394200432652743"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition congratulations, i would like to ask for a max, i think swe-2 is very useful and can help with promotion.", "link": "https://twitter.com/1149946020194738176/status/2111388369267863659"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "hey @antigravity, any chance of free ultra pro \n@officiallogank [link]", "link": "https://twitter.com/2106142530953969664/status/2110357294823481708"}]}, {"theme": "Extend free model promo periods", "criterion": "billing.free_tier", "authorWeeks": 18, "posts": 18, "agents": [{"id": "devin", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 2}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition hope to continue extending the free trial period for swe-2 😄", "link": "https://twitter.com/1689786053522251776/status/2111376994911035699"}, {"agent": "devin", "date": "2026-10-16", "source": "X", "community": "@cognition", "text": "if you missed it last night: a 17-year-old, one month of devin max, 68 prs in a night.\nthe full breakdown: fusion, cloud vms on linux/windows/macos, the cli, swe-2 and what i built with it 👇\n@dabit3 @cognition , i'd love one more month to finish what i started. [link]", "link": "https://twitter.com/1810175539053006848/status/2111125021091561762"}, {"agent": "devin", "date": "2026-10-14", "source": "X", "community": "@cognition", "text": "@chris_wozniczek @cognition is there any plan to extend the free period for swe2?", "link": "https://twitter.com/2991143904/status/2110431140599550154"}]}]}, "billing.subscription_portability": {"authorWeeks": 639, "themes": [{"theme": "Subscriptions usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 220, "posts": 224, "agents": [{"id": "antigravity", "authorWeeks": 53}, {"id": "claude-code", "authorWeeks": 38}, {"id": "codex", "authorWeeks": 32}, {"id": "opencode", "authorWeeks": 28}, {"id": "amp", "authorWeeks": 17}, {"id": "factory", "authorWeeks": 14}, {"id": "pi", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 7}, {"id": "zed", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 6}, {"id": "cline", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@keleftheriou @thsottiaux i stopped with your installation because it wanted a codex cli auth number which openai’s auth page said not to give out. why can’t the regular openai oauth work enough?", "link": "https://twitter.com/2084427925391015936/status/2111619873323536407"}, {"agent": "zed", "date": "2026-10-16", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev could you add support for codex cli and claude code cli in delta? i’d like to use both agents directly in delta.", "link": "https://twitter.com/2049428431905931264/status/2111159855029653646"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "please let users choose and let them use claude subscriptions within pi \n@lydiahallie @claudeai @claudedevs", "link": "https://twitter.com/1803549931/status/2111017191491674449"}]}, {"theme": "Claude subscription usable in third-party harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 126, "posts": 131, "agents": [{"id": "amp", "authorWeeks": 35}, {"id": "pi", "authorWeeks": 24}, {"id": "zed", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 12}, {"id": "codex", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}], "examples": [{"agent": "zed", "date": "2026-10-17", "source": "X", "community": "@zeddotdev", "text": "please update this !\n@zeddotdev \nclaude code coming soon subscrition please [link]", "link": "https://twitter.com/1571253870206009344/status/2111533473089352121"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "hey @opencode please bring anthropic's models integration with subscription too, not only with api, its a reall hassle for api, i have 3 pro accounts on sub, and if i could use them inside opencode, it would've been insane, please do it.", "link": "https://twitter.com/2078366155568537600/status/2111513831948398886"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs does this mean i can finally use claude with my openclaw with while subscribing", "link": "https://twitter.com/866189323351113732/status/2111486133658059141"}]}, {"theme": "ChatGPT/Codex subscription usable in other tools", "criterion": "billing.subscription_portability", "authorWeeks": 40, "posts": 46, "agents": [{"id": "factory", "authorWeeks": 12}, {"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-18", "source": "X", "community": "@GitHubCopilot", "text": "hey @thsottiaux, big fan of gpt models and it is my main at work. it would be great if i could use @githubcopilot app with my codex subscription. nothing bad on codex. just easier to experiment outside of work with github copilot app", "link": "https://twitter.com/68400966/status/2111744230402162767"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition the teams version of chatgpt actually cannot use devin, please solve it quickly.", "link": "https://twitter.com/2109578112971444224/status/2111383783689879735"}, {"agent": "devin", "date": "2026-10-13", "source": "X", "community": "@cognition", "text": "@cognition\nis the @chatgpt integration ok? it says im past my limits, and im not. \nthe visual show im ok with 100% of @chatgpt going into @devinai 🙏\nplease can you check / dm ? [link]", "link": "https://twitter.com/217013265/status/2109915265026994644"}]}, {"theme": "Unified subscription across Grok, X and Cursor", "criterion": "billing.subscription_portability", "authorWeeks": 40, "posts": 41, "agents": [{"id": "cursor", "authorWeeks": 37}, {"id": "codex", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@grok @bot @cursor_ai @elonmusk what can i do now to merge the cursor subscription into the x subscription ?", "link": "https://twitter.com/2931201/status/2111377489436238281"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "same plan diff offer from @x and @cursor_ai unify billing! [link]", "link": "https://twitter.com/828981955/status/2111133663908045157"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @bot why @bot cant use @cursor_ai desktop app. it would be great with new unified subscription. @elonmusk", "link": "https://twitter.com/1210143279653773312/status/2111026150688317451"}]}, {"theme": "Google/Gemini subscription usable in other harnesses", "criterion": "billing.subscription_portability", "authorWeeks": 36, "posts": 37, "agents": [{"id": "antigravity", "authorWeeks": 24}, {"id": "opencode", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@googleai @sundarpichai @geminiapp we need an upgrade for google @antigravity so you use gemini 3.8 as a subagent and argon 4 as an orchstrator and while your on it maybe a sign in option for gemini user for hermes @nousresearch #feedback", "link": "https://twitter.com/2028221376092581888/status/2111119549890531358"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity and aistudio?!? can we get at least some credit with our gemini pro plus subscription?????", "link": "https://twitter.com/1836115356915539968/status/2110975698760307030"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@officiallogank @opencode let the agy sub be usable in opencode please.", "link": "https://twitter.com/1577565647940161536/status/2110244733973098883"}]}, {"theme": "API access included with subscription", "criterion": "billing.subscription_portability", "authorWeeks": 29, "posts": 29, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 6}, {"id": "devin", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@bot delighted supergrok heavy user. burned my usage &amp; followed offer to cursor unified. zero indication that the unified plan cancels supergrok heavy. now marooned in grok bot w/ unchangeable cursor plan, cannot even pay for api usage as cursor won't allow it. @cursor_ai", "link": "https://twitter.com/1165858911863197699/status/2111032371768328526"}, {"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "x5 higher 5hr limits ... way higher fable $100 monthly api credit to use outside of claude harness\noh... and you don't need to manage 5 accs", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x59gae/claude_max_5x_vs_5_claude_pro_accounts/pgkt7ah/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @ericbuess why can’t we get that with our subscription? why does this need to go through a separate api? why are you making agent building so difficult? and when are we getting a system one model?", "link": "https://twitter.com/1176480091250909184/status/2108339049836757111"}]}, {"theme": "Multiple subscriptions active at once", "criterion": "billing.subscription_portability", "authorWeeks": 18, "posts": 21, "agents": [{"id": "amp", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-14", "source": "X", "community": "@AmpCode", "text": "@jeremylangevin9 @ampcode @thorstenball @sqs +1, i wouldn't mind this as well. or maybe subscription selector within the dial itself", "link": "https://twitter.com/2000470921329709056/status/2110301031821099435"}, {"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode really appreciate your active support here on x\n1. understood, make sense. and there is also no \"workaround\" like a \"community plugin system\" ? 😂\n2. would be amazing to use dial with the subs", "link": "https://twitter.com/3352891385/status/2109749435269869609"}, {"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "i love that @ampcode now supports claude! one request, @thorstenball and @sqs is there any chance that project-based connections is a thing coming soon? (work vs play ai subs based on project settings).", "link": "https://twitter.com/1405835361021042691/status/2109653765561504200"}]}, {"theme": "Subscription pricing instead of pay-per-use API", "criterion": "billing.subscription_portability", "authorWeeks": 18, "posts": 19, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @grok can i use it on max plan? is it possible to set up and wether it can be based on the subscription rather credits?", "link": "https://twitter.com/1577258060464144384/status/2110969765317718269"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it would be great if the subscription could also enjoy the same benefits.", "link": "https://twitter.com/1267013792283586561/status/2108326343452799430"}, {"agent": "antigravity", "date": "2026-09-30", "source": "Reddit", "community": "r/google_antigravity", "text": "deepseek cant be subbed.... (unless with opencode) \ni wish they would allow us to", "link": "https://www.reddit.com/r/google_antigravity/comments/1wtqvv2/does_this_mean_our_monthly_usage_in_our_ai_pro/pcydw0q/"}]}, {"theme": "Monthly API credits included in plan", "criterion": "billing.subscription_portability", "authorWeeks": 14, "posts": 14, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "yeah i ended my cursor membership just now until they bring back the api quota, i may get another sub for claude. i have never tried codex tho, do you recommend it?", "link": "https://www.reddit.com/r/cursor/comments/1x4wuaf/if_there_is_not_api_quota_then_there_is_no_reason/pghtu9y/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs directly incorporate api credits into subscriptions, reflecting that model usage is shifting from \"occasional calls\" to team-level infrastructure. next, users will compare not just model capabilities, but also how many real tasks can be accomplished per unit budget.", "link": "https://twitter.com/487385967/status/2108372532210577700"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the api credits inside max and team are the bigger deal here. setting up a separate api bill is what kept a lot of people from running agents on a schedule.", "link": "https://twitter.com/1214840989753528320/status/2108324767791190199"}]}, {"theme": "Portable context and workflows across vendors", "criterion": "billing.subscription_portability", "authorWeeks": 13, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-01", "source": "X", "community": "@AmpCode", "text": "@chorch_md @fprzdev @ampcode i tried to migrate to amp but i can't connect my subscriptions to them, that's my limitation.", "link": "https://twitter.com/1817446992768880640/status/2105675117858558243"}, {"agent": "codex", "date": "2026-10-01", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "just for grok not i am wanting to shift to cursor ecosystem but codex app interface is not letting me do that [link]", "link": "https://twitter.com/1729126603160981504/status/2105460532899971297"}, {"agent": "codex", "date": "2026-09-20", "source": "Reddit", "community": "r/codex", "text": "the only thing i’m missing with claude desktop is a convenient way to transfer sessions to another sub. anyone know a good way to do this?", "link": "https://www.reddit.com/r/codex/comments/1wkw3u4/codex_is_done/paxchou/"}]}, {"theme": "Grok subscription usable inside Cursor", "criterion": "billing.subscription_portability", "authorWeeks": 12, "posts": 12, "agents": [{"id": "cursor", "authorWeeks": 12}], "examples": [{"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i wish we could have used it with the new x premium pass - like it was before with standalone cursor sub.", "link": "https://twitter.com/1013749216387256322/status/2110221339453964393"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @brianroemmele @grok @bot confusion around @bot subscription and @cursor_ai subscription? why can't my supergrok heavy sub use cloud agents without an extra cursor subscription on top?", "link": "https://twitter.com/875191517039558656/status/2108054077129252876"}, {"agent": "cursor", "date": "2026-10-02", "source": "X", "community": "@cursor_ai", "text": "grok needs a harness.\ni pay for grok superheavy and cursor. cursor is great, but i should be able to plug my grok subscription into it, or use it with a proper harness.\ngrok build is nice, but it's not close to codex or any real harness yet.\n@xai @cursor_ai", "link": "https://twitter.com/854719028761374721/status/2106103320444346444"}]}, {"theme": "Single bundled plan across AI providers", "criterion": "billing.subscription_portability", "authorWeeks": 12, "posts": 12, "agents": [{"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-08", "source": "Reddit", "community": "r/cursor", "text": "ah okay, guess i’m getting that then. i would like grol access etc and claude but don’t want to buy both. :/", "link": "https://www.reddit.com/r/cursor/comments/1x0hq6q/im_getting_my_200s_worth_this_month/peo03l7/"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@jordan_rk @grok @cursor_ai just needs to be unified 1 subscriptions all the things", "link": "https://twitter.com/1553888707/status/2107653450393637182"}, {"agent": "cursor", "date": "2026-10-01", "source": "X", "community": "@cursor_ai", "text": "can my @cursor_ai pro+ account cover my super @grok &amp; @bot and @x premium please? :)", "link": "https://twitter.com/2033303047686987776/status/2105750122131042516"}]}]}, "setup.install_signin": {"authorWeeks": 800, "themes": [{"theme": "Linux desktop app and Linux support", "criterion": "setup.install_signin", "authorWeeks": 113, "posts": 121, "agents": [{"id": "cline", "authorWeeks": 56}, {"id": "codex", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 19}, {"id": "factory", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-17", "source": "X", "community": "@AmpCode", "text": "@rockorager @ampcode we need this native omarchy amp! match made in heaven", "link": "https://twitter.com/1693542458997563392/status/2111510416484393321"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "@rockorager @ampcode where can i get the native version that runs on linux? the macos app has been pretty good, but i miss being on linux!", "link": "https://twitter.com/129716485/status/2111201625788301591"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs no app for fedora linux yet. \nchadgipiddy has one.", "link": "https://twitter.com/1689914848878993408/status/2110702056780509347"}]}, {"theme": "Multi-account switching", "criterion": "setup.install_signin", "authorWeeks": 89, "posts": 96, "agents": [{"id": "codex", "authorWeeks": 38}, {"id": "claude-code", "authorWeeks": 26}, {"id": "cursor", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 5}, {"id": "conductor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "it would be very good if from the claude code app you could easily switch between subscriptions. now it's a mess to log out, open another one, etc... @claudedevs @claudeai", "link": "https://twitter.com/326410994/status/2110801186349777147"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "we need multi-account support in the claude desktop app.\nplease make it happen @claudeai @claudedevs @trq212 @bcherny 🙏 \nbonus ask: yubico support, but first multi-account.\nthx in advance. 😄", "link": "https://twitter.com/1320052694808223745/status/2110793317109649763"}, {"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "if @ampcode supported multiple accounts for each sub-provider, i would ditch it for everything else.\nit's such a great product, and orbs are very transparently implemented - i never really have to care about them.\nbut currently having to login/logout is a pain. t3code nails it", "link": "https://twitter.com/165356795/status/2110628837541474610"}]}, {"theme": "Windows support and Windows desktop app", "criterion": "setup.install_signin", "authorWeeks": 43, "posts": 44, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 6}, {"id": "zed", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 5}, {"id": "conductor", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux currently, codex desktop isn't workable for windows users...yeah we still have codex cli, but...😅\n[link]\n[link]", "link": "https://twitter.com/128578477/status/2109538080009179495"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "no worries! happy to help. hopefully they add better support for windows/linux in the future so developers can improve cross-compatibility", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x34qj4/claude_code_now_shows_images_and_videos_in_the/pf8l8mi/"}, {"agent": "conductor", "date": "2026-10-09", "source": "Reddit", "community": "r/conductorbuild", "text": "\\+1 ... this would be an absolute game changer. i constantly have to switch between windows (work) and macos (personal). conductor on both platforms in combination with the pro plan and conductor cloud would be a banger.", "link": "https://www.reddit.com/r/conductorbuild/comments/1x13gv6/when_are_we_getting_a_windows_version_ballpark/pet4pg1/"}]}, {"theme": "Opt-in background daemon", "criterion": "setup.install_signin", "authorWeeks": 36, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 34}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "#read\noh no\nit turns out that codex cli installs a persistent and self-updating background daemon by default, and there is no official way to disable it - gigazine\n[link]", "link": "https://twitter.com/872972330393247744/status/2110647600303268070"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli 0.157.0は起動時に常駐daemonを立ち上げ、約374mbを~/.codexへ複製し毎時自己更新する。初回のproxy設定も固定されるためopt-in化を要望 / cli: make `daemon_auto_start` opt-in — a persistent, self-updating background daemon shouldn't be the default\n[link]", "link": "https://twitter.com/1000661204627476480/status/2110131213155311907"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli started installing a persistent, self-updating daemon by default. survives after you quit. devs want it opt-in.\nthat's the right instinct. ai tools on your machine should be guests, not residents.\nwho else is auditing what their coding agents leave running?", "link": "https://twitter.com/118257688/status/2110123666021273997"}]}, {"theme": "Fix sign-in failures", "criterion": "setup.install_signin", "authorWeeks": 33, "posts": 35, "agents": [{"id": "antigravity", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-17", "source": "X", "community": "@AmpCode", "text": "@ampcode i got logged out of the mac desktop app, and cannot log back in. webapp and ios works. can you help?", "link": "https://twitter.com/237219814/status/2111464414759022664"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i am working on a submission for this but have lost access to my grok @bot because your login screen won't accept my x premium+ subscription. it can see it, but won't accept it. please help! i have written to [email] many times, but nobody is helping. [link]", "link": "https://twitter.com/1734426860606701568/status/2110859863295398106"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode please fix the bug of xdg-open to loging with the opencode2.0", "link": "https://twitter.com/51095229/status/2110012321674207331"}]}, {"theme": "Early access and waitlist admission", "criterion": "setup.install_signin", "authorWeeks": 25, "posts": 25, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "zed", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "conductor", "date": "2026-10-12", "source": "X", "community": "@conductor_build", "text": "@jacksondecampos @conductor_build @charlieholtz @kaden_hyatt @splehman dm me when alpha access is ready. i am happy to put it through the ringer. i got spoiled while using conductor it is hard to go back without a mac. :/", "link": "https://twitter.com/1803827743244582912/status/2109712170728685847"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs no, i didn't know there was a waitlist!?\nwill you be rolling that job again at some point to let in new additions", "link": "https://twitter.com/122415474/status/2108624888772870318"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs let in everyone from the waitlist after making them refresh for weeks", "link": "https://twitter.com/882729083850850305/status/2108624561155555638"}]}, {"theme": "Dedicated desktop app", "criterion": "setup.install_signin", "authorWeeks": 23, "posts": 23, "agents": [{"id": "pi", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@kimmonismus i just with anthropic would have the codex app :(", "link": "https://twitter.com/1118127611069325313/status/2107262273891017097"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@derrickcchoi when will release a codex app for engineers as that garbage desktop app is useless pile of shite.", "link": "https://twitter.com/2062940705505292288/status/2106743538037756158"}, {"agent": "antigravity", "date": "2026-10-02", "source": "X", "community": "@antigravity", "text": "@haroldodev @antigravity would happily give it a go if google ships a proper desktop one", "link": "https://twitter.com/1930314173184966656/status/2105826610746445846"}]}, {"theme": "Working WSL support", "criterion": "setup.install_signin", "authorWeeks": 20, "posts": 21, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "why isnt openai fixing the codex and wsl2 issues like it so shite it cannot evn run pwd i have to ask codex cli to do some workaround...", "link": "https://twitter.com/1283819732102045696/status/2109184851287114211"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "it’s weird because you can browse the wsl directories to select attachments, but you can’t start a project in a wsl directory.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/pei7682/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "i dont want to have to run codex inside of wsl2 :/ i wish i could have codex connect to chat gpt app in wsl2 . great idea though!", "link": "https://www.reddit.com/r/codex/comments/1wy3egt/codex_in_windows_is_absolute_trash/pe4xk9z/"}]}, {"theme": "Persistent login without frequent re-authentication", "criterion": "setup.install_signin", "authorWeeks": 19, "posts": 19, "agents": [{"id": "claude-code", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "guys at @claudedevs/@anthropicai can you please stop logging out claude for no reason.\ni'm running my agents on one machine, from my home, and my main job for long running tasks is checking whether you logged me out for no apparent reason.", "link": "https://twitter.com/304921984/status/2107876516491411910"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity tried using antigravity cli over ssh yesterday and it didnt have my login saved and i couldnt click the url for some reason, so that i guess. using konsole, fedora to fedora", "link": "https://twitter.com/173720487/status/2107492368731750686"}, {"agent": "zed", "date": "2026-10-06", "source": "X", "community": "@zeddotdev", "text": "yo, i always have to sign back in to oai each time i relaunch @zeddotdev", "link": "https://twitter.com/906146874/status/2107300898577793326"}]}, {"theme": "Alternative identity verification methods", "criterion": "setup.install_signin", "authorWeeks": 16, "posts": 18, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "i'll just get straight to the point.\ni made an account, bought the pro subscription and after i bought it, it is now asking me to verify my identity. i do not know what to do as i do not want to give my id. i've already contacted support, but is there anything else i can do?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wze2pb/did_i_just_get_scammed/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "i am wondering whether i would have to do kyc if i upgrade from pro to max x5 or x20 as the limits are tight and i’ve seen that many users been asked to verify with persona which is kinda annoying as i don’t like it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzbpt9/claude_x20/"}, {"agent": "antigravity", "date": "2026-10-03", "source": "X", "community": "@antigravity", "text": "@futureless404 @vikaskansalhq @antigravity no, rather they can add a system for verifying a person's identity, nationality, or passport. i mean, this is their job, and it is a challenge for them to deal with this matter. a huge company like google can, of course, find a solution.", "link": "https://twitter.com/1683904398399766536/status/2106453133589090352"}]}, {"theme": "Keep coding app separate from chat", "criterion": "setup.install_signin", "authorWeeks": 16, "posts": 16, "agents": [{"id": "codex", "authorWeeks": 16}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@davis7 openai needs to get back @ajambrosino back at the wheel and separate codex from chat/work. codex app was in a league of its own in the good old days of 5.5.", "link": "https://twitter.com/41752603/status/2110545004762660989"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux if you're turning chatgpt into the everything app, bring back the codex app. the bloat is killing me", "link": "https://twitter.com/2094384460578050048/status/2106533459066052674"}, {"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "i really miss the dedicated regular app, and the dedicated codex experience. \ncan we go back to that?\ni like having both apps running or the option to just use either or", "link": "https://www.reddit.com/r/codex/comments/1wghdgd/chat_work_and_codex_merging/p9v6zkc/"}]}, {"theme": "Automatic in-app updates", "criterion": "setup.install_signin", "authorWeeks": 13, "posts": 15, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "all of the ios and android products in your ecosystem should automatically check for available updates on opening and link directly to app store or google play. i can’t believe i have to tell you this @spacexai @elonmusk @poteto @cursor_ai", "link": "https://twitter.com/1602107661461639169/status/2107828636539891773"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "check the latest version of the mac cli. only claude code is updated.\nagy 1.2.16\nclaude code 2.1.289\ncodex cli 0.160.0\ncursor-agent 2026.10.01-e373342\ngrok build(alpha) 1.0.49\nkimi code 2.1.1\nseek 2026.09.10 (self-made, no model compatibility differences)", "link": "https://twitter.com/1203183262505426945/status/2106540279998349544"}, {"agent": "cline", "date": "2026-10-01", "source": "X", "community": "@cline", "text": "@cline it seems quite difficult to prepare for automatic updates for both .deb and .rpm. is the update mechanism separated for each package?", "link": "https://twitter.com/1792884672697094145/status/2105557575651758388"}]}]}, "setup.provider_byok_local": {"authorWeeks": 570, "themes": [{"theme": "Local model support", "criterion": "setup.provider_byok_local", "authorWeeks": 52, "posts": 52, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "antigravity", "authorWeeks": 10}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 3}, {"id": "zed", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity very strong model and they should be proud of the work. antigravity is behind but i think if they look at t3 as a gap and include some local models in their workflow i think they could do some really great things \ni know they already started support for local", "link": "https://twitter.com/373800245/status/2110339625315393989"}, {"agent": "codex", "date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@sigkitten running local llms inside of your wonderful codex app boss 🤝", "link": "https://twitter.com/721018777664626688/status/2109005697484546228"}, {"agent": "copilot", "date": "2026-10-08", "source": "Reddit", "community": "r/LocalLLaMA", "text": "oh man, i hope is the copilot ai can have options to switch to backend llama.cpp and exposed to all the mcp/tools provided by windows to control all the actions", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x079wc/llamacpp_on_the_stage/pejlh5i/"}]}, {"theme": "Custom OpenAI-compatible provider endpoints", "criterion": "setup.provider_byok_local", "authorWeeks": 45, "posts": 47, "agents": [{"id": "zed", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 8}, {"id": "opencode", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeAI", "text": "yea i’ll probably remake this idea and open source it when i get some time. being claude only is lame also. it should support claude, codex, and openai compatible endpoints. no way am i downloading a closed source mod the dev is so dodgy about.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x3olix/i_made_a_free_minecraft_mod_where_claude_builds/pfdoeag/"}, {"agent": "pi", "date": "2026-10-02", "source": "X", "community": "@pidotdev", "text": "@pidotdev is it possible to plug devin’s swe-2 into pi 1.0 (via custom routing / api)? would love to test it out as an implementation model alongside claude/gpt for planning. any guides or examples on this?", "link": "https://twitter.com/4323327974/status/2106004282046914695"}, {"agent": "opencode", "date": "2026-10-01", "source": "Reddit", "community": "r/opencode", "text": "sent you a claim link. unfortunately freebuff doesn't work, because they do not have custom model endpoint support (as i saw, at least, from a quick search)", "link": "https://www.reddit.com/r/opencode/comments/1wut1la/i_made_a_0101_qwen_38_api_for_opencode_giving/pd8n0wx/"}]}, {"theme": "Bring-your-own API key support", "criterion": "setup.provider_byok_local", "authorWeeks": 36, "posts": 38, "agents": [{"id": "antigravity", "authorWeeks": 10}, {"id": "devin", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 4}, {"id": "factory", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity 3. increase the ability to freely configure sub-agent models. \n4. develop byok capability, allowing users to freely connect to other models. \n5. add functionality for prompts to optimize user input prompts.", "link": "https://twitter.com/1553297981134147584/status/2111784771361948134"}, {"agent": "zed", "date": "2026-10-10", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev why is there no possibility to choose api keys for deepseek or z ai in the setup of delta", "link": "https://twitter.com/1733641051343126528/status/2108922447814615274"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity make it i can use deepseek or other ai api without third party", "link": "https://twitter.com/1826168680050470914/status/2107427069197951019"}]}, {"theme": "Run agent locally instead of cloud", "criterion": "setup.provider_byok_local", "authorWeeks": 22, "posts": 22, "agents": [{"id": "cursor", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "the business will be to use @cursor_ai to create a local agent that does what i need without requiring credits. probably some clone of @bot.", "link": "https://twitter.com/162969818/status/2109036656967770459"}, {"agent": "pi", "date": "2026-10-04", "source": "X", "community": "@pidotdev", "text": "@badlogicgames @badlogicgames @pidotdev @mitsuhiko : basically what openclaw does with their now released android app. you can always add fully local execution later for the 1% users.", "link": "https://twitter.com/1274825376640970753/status/2106635993470382588"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you add an option to run projects fully local?", "link": "https://twitter.com/1332447750/status/2105998446771769700"}]}, {"theme": "Secure credential and secret storage", "criterion": "setup.provider_byok_local", "authorWeeks": 16, "posts": 19, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "have it use a credential manager, where it can access but not print the keys. ", "link": "https://www.reddit.com/r/codex/comments/1x07or9/opus_55_sucks_do_not_migrate_to_claude/pep8bga/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "yeah what is the solution for things without a plugin? can we load username and passwords somehow without exposing them to the cannibal that is chat", "link": "https://www.reddit.com/r/codex/comments/1wu3pry/am_i_missing_the_point_of_dots/pd0cz7y/"}, {"agent": "amp", "date": "2026-09-26", "source": "X", "community": "@AmpCode", "text": ".@sqs @ampcode another fun feature request; per-session secrets. sometimes i want to give an orb access to an external service, and i want to only give it access for one thread/session. extra cool if sub-threads could inherit said secrets:)", "link": "https://twitter.com/1729720291/status/2103980940653715675"}]}, {"theme": "Capable local models for consumer hardware", "criterion": "setup.provider_byok_local", "authorWeeks": 15, "posts": 16, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "if we can manage to get astra / opus 5.5 level intelligence on a local model running on a 5090 i'd be thrilled. i will still want more intelligence, but that will a major change. we need \"good enough\" alternatives so these companies cant gut us.", "link": "https://www.reddit.com/r/codex/comments/1wwf1pm/27b_tokens_12_usage_used/pdkf8gf/"}, {"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "i agree, i'm a software engineer and all i want is cheap models i can run locally - the technology is already good enough to change my entire career. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrpq38/any_idea_what_anthropic_figured_out/pcgafb6/"}, {"agent": "codex", "date": "2026-09-18", "source": "Reddit", "community": "r/codex", "text": "i sincerely hope that we can finally have some really good models that can run locally. it's a disaster to pay so much and on top of that, we are being treated poorly.", "link": "https://www.reddit.com/r/codex/comments/1wj6tl0/in_case_youre_wondering_this_is_what_100_plan/paixt87/"}]}, {"theme": "OpenRouter integration", "criterion": "setup.provider_byok_local", "authorWeeks": 15, "posts": 16, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "@vanamerongen @ampcode been looking at this for some time now. only thing holding me back is that i can't seem to use models from fireworks and/or openrouter.\ncurrently i'm on opencode.", "link": "https://twitter.com/1259457132/status/2109991090074128893"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity allow us to integrate local llms/openrouter directly to the agent", "link": "https://twitter.com/1694534354850951168/status/2107445627210616988"}, {"agent": "cursor", "date": "2026-10-02", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai this is actually disgusting. glm 5.3 flash is 50% off 0.25 on openrouter. it is far worse than luna at 0.50. at this point, might as well support openrouter models to get access to all openai gpt-6.1. it is not like you don't take a cut already.", "link": "https://twitter.com/2082257621642571776/status/2105988552370634846"}]}, {"theme": "BYOK without paid plan or credit gating", "criterion": "setup.provider_byok_local", "authorWeeks": 15, "posts": 15, "agents": [{"id": "cursor", "authorWeeks": 6}, {"id": "devin", "authorWeeks": 2}, {"id": "warp", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux another one to consider would be that dot spawned chats even on local don’t respect config file, defaulting to ask for approval and failing to use custom model_provider. and codex app doesnt allow sending when out of usage even when using custom model_provider", "link": "https://twitter.com/1510548279913693188/status/2110751132914266521"}, {"agent": "cursor", "date": "2026-10-10", "source": "Reddit", "community": "r/cursor", "text": "you can't even use your own key without paying.\nwhen i saw this, i just uninstalled cursor. (which left broken dependencies, i had to manually remove).\nworst ai dev ide.", "link": "https://www.reddit.com/r/cursor/comments/1x1xrw0/cursor_going_downhill/pezjq5y/"}, {"agent": "amp", "date": "2026-09-28", "source": "X", "community": "@AmpCode", "text": "@sqs i would love if @ampcode could use the amp-provided inference first, then fall back to byok.\nuse case: we gave a pm the $20 plan. he may occasionally exceed it, but not enough to justify the $200 plan. we’d like overflow to route to anthropic since we have credits there.", "link": "https://twitter.com/1567548474794835969/status/2104601493374750970"}]}, {"theme": "Use Claude Code or Codex CLI as backend", "criterion": "setup.provider_byok_local", "authorWeeks": 15, "posts": 15, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "codex router? i'm thinking of plugging my chatgpt sub into opencode. or is there something which integrates third party models into codex? (codex router?)", "link": "https://www.reddit.com/r/codex/comments/1x3al7v/what_is_everyones_plan_after_29th_october_when/pf99ujh/"}, {"agent": "amp", "date": "2026-10-07", "source": "X", "community": "@AmpCode", "text": "@sqs @purefunctor @ampcode wait, the claude via cli experimental feature is gone? i don't see it in experimental feature flags anymore. didn't work out?", "link": "https://twitter.com/2090734054928687104/status/2107906882866491806"}, {"agent": "amp", "date": "2026-10-05", "source": "X", "community": "@AmpCode", "text": "@ampcode hope external agents (claude code cli) are on the way to prime time. pretty essential piece for those of us who want to use claude's subscription. i'd love to see the rough edges improve :)", "link": "https://twitter.com/15281463/status/2107105270086160575"}]}, {"theme": "Full feature parity for BYOK models", "criterion": "setup.provider_byok_local", "authorWeeks": 11, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "greetings! i'd like to ask to add functionality for agy to work with an api key. it is actually in there already, but for some reason it doesn't support argon natively as well as if you do enable it, it doesn't use implemented skills.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w3op/agy_api_key/"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux another one to consider would be that dot spawned chats even on local don’t respect config file, defaulting to ask for approval and failing to use custom model_provider. and codex app doesnt allow sending when out of usage even when using custom model_provider", "link": "https://twitter.com/1510548279913693188/status/2110751132914266521"}, {"agent": "copilot", "date": "2026-10-09", "source": "X", "community": "@GitHubCopilot", "text": "@orenme @github @githubcopilot still no byok though? i would love to put custom models in copilot code review", "link": "https://twitter.com/161137627/status/2108656958903615911"}]}, {"theme": "OpenCode provider integration", "criterion": "setup.provider_byok_local", "authorWeeks": 11, "posts": 11, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-09-26", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev this will be hard to test until claude code plans can be used. hope you guys figure out a way. opencode should be easy to implement too.", "link": "https://twitter.com/2065156316562141184/status/2103808310642131452"}, {"agent": "opencode", "date": "2026-09-14", "source": "Reddit", "community": "r/opencode", "text": "is it possible to use opencode from claude code as it happens with codex?", "link": "https://www.reddit.com/r/opencode/comments/1wg5ovh/is_it_possible_to_use_opencode_from_claude_code/"}, {"agent": "pi", "date": "2026-09-11", "source": "X", "community": "@pidotdev", "text": "@pidotdev [link]\nthe official documentation already supports \"opencode\". please update to support the \"[link]\" api provider instead of adding so many third-party plugins", "link": "https://twitter.com/3197546706/status/2098253744593047834"}]}, {"theme": "Public API access to model and agent", "criterion": "setup.provider_byok_local", "authorWeeks": 10, "posts": 11, "agents": [{"id": "antigravity", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-27", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs is there an api available for this so we can integrate it our own systems?", "link": "https://twitter.com/1866085055690657792/status/2104090456720380172"}, {"agent": "pi", "date": "2026-09-23", "source": "X", "community": "@pidotdev", "text": "@rolandgvc @pidotdev @badlogicgames any chance you guys will support an api that lets anyone use the infra setup?", "link": "https://twitter.com/1689423238173007873/status/2102815088323268928"}, {"agent": "opencode", "date": "2026-09-20", "source": "Reddit", "community": "r/opencode", "text": "can't generate api keys from muse ai tho, i'd rather keep giving mah maney to opencode go or any other provider for the contributor one and keep getting my personal info zucced ", "link": "https://www.reddit.com/r/opencode/comments/1wl8m6y/free_1_billion_muse_spark_13_tokens/paxf0lz/"}]}]}, "setup.extensions_mcp": {"authorWeeks": 1046, "themes": [{"theme": "General MCP server support", "criterion": "setup.extensions_mcp", "authorWeeks": 32, "posts": 32, "agents": [{"id": "antigravity", "authorWeeks": 9}, {"id": "pi", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 5}, {"id": "zed", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-11", "source": "X", "community": "@pidotdev", "text": "@harshil1712 @pidotdev @cloudflaredev yeah that was a question i had, is it possible to connect a mcp to the pi durable harness?", "link": "https://twitter.com/801745723947675648/status/2109318560036126966"}, {"agent": "factory", "date": "2026-10-10", "source": "X", "community": "@droid", "text": "@droid very honest feedback after trying many harnesses, you provide usage really really good, 30mints of operation with gpt6.1sol only takes 18% of 5hrs limit. that’s something i was looking for. but the cli still needs polishing for using for local mcps, in my case.", "link": "https://twitter.com/2995471962/status/2108776696145149971"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity better library for all mcps. better nano banana integration, make it free!", "link": "https://twitter.com/107362073/status/2107518391586340968"}]}, {"theme": "Plugin and extension system support", "criterion": "setup.extensions_mcp", "authorWeeks": 26, "posts": 26, "agents": [{"id": "antigravity", "authorWeeks": 7}, {"id": "zed", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-17", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev i’d like a bigger binary with more features. thanks!\nit’d be awesome if we could do some proper extensions now.", "link": "https://twitter.com/2060791492499611652/status/2111475745738387505"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode this is really really good but please web plugin please", "link": "https://twitter.com/1919249552621932544/status/2109807886784483758"}, {"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@mxstbr ooc will codex cli support a plugin system like claude code does? would love to implement some kind of diffs view inline in the cli for a once-over on quick and dirty changes", "link": "https://twitter.com/1734910428986343424/status/2107994968266813503"}]}, {"theme": "Agent Client Protocol support", "criterion": "setup.extensions_mcp", "authorWeeks": 19, "posts": 20, "agents": [{"id": "zed", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 5}, {"id": "pi", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-16", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev great!!\nplease, when is opencode v2.0 coming to acp registry", "link": "https://twitter.com/1268137565993000961/status/2111126594999775360"}, {"agent": "factory", "date": "2026-10-09", "source": "X", "community": "@droid", "text": "@thecoderbtw @droid @factoryai u can’t use it unless factory support acp mode..", "link": "https://twitter.com/1518742213936570368/status/2108600792601223342"}, {"agent": "kiro", "date": "2026-10-05", "source": "X", "community": "@kirodotdev", "text": "@thats_the_nik @kiview @andrus_a @jetbrains @getsome_air also when is @kirodotdev coming? it implements acp.", "link": "https://twitter.com/137654023/status/2107119394115518902"}]}, {"theme": "Import skills from other agents", "criterion": "setup.extensions_mcp", "authorWeeks": 18, "posts": 18, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs come up with a way to import existing cursor project convos to claude projects. big winner. i can probably do myself through convos saved under .cursor. lets see which version is better", "link": "https://twitter.com/343609718/status/2108681676691779971"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs when u work on the personal agent, pls don’t forget an easy way for users to import their data and self-designed harnesses from other personal agent apps like muse 🙏 migrating by hand would be brutal", "link": "https://twitter.com/2088652042059599872/status/2106495766110105642"}, {"agent": "antigravity", "date": "2026-09-26", "source": "Reddit", "community": "r/google_antigravity", "text": "please ensure compatibility with global skills from skills.sh.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wqb0ii/dedicated_planning_mode_in_antigravity_is_here/pc405qj/"}]}, {"theme": "Pre-tool hooks that block or mutate calls", "criterion": "setup.extensions_mcp", "authorWeeks": 17, "posts": 18, "agents": [{"id": "claude-code", "authorWeeks": 12}, {"id": "codex", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli hooks support compared to cursor is lacking..\ncodex hooks let things through if they fail. if a hook errors or times out, codex carries on anyway.\nalso codex has nothing like cursor's file-read hook.\nmaybe i should put some compute towards closing this gap", "link": "https://twitter.com/1675622070862897152/status/2109077148153827590"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs nice. first thing i'd build is a mod that trims huge tool outputs before they hit the model. in our own harness that one change saved more tokens than any prompt tweak. can a mod rewrite a tool result, or only watch it?", "link": "https://twitter.com/1634838827180212228/status/2105827185768697974"}, {"agent": "pi", "date": "2026-09-20", "source": "Reddit", "community": "r/PiCodingAgent", "text": "in general it shouldn't matter but what i always miss is the lack of observability (what has changed exactly) and ability to put hooks during the process (for example formatting or linting etc), that's why i very much prefer native tooling over bash", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wgoknm/would_you_prefer_agent_to_writeedit_using_bash/paxn817/"}]}, {"theme": "Richer editor extension and UI API", "criterion": "setup.extensions_mcp", "authorWeeks": 17, "posts": 17, "agents": [{"id": "zed", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "if zed just gets better extension support its game over. i still write enough of my own code i like my extensions and drift back and forth to vscode editors. otherwise zed is perfect", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgt9t96/"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can you add plugins though \nlike actual plugins, extendible ui, etc.", "link": "https://twitter.com/1884855692630093824/status/2110192849832866165"}, {"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "i don't care for any of the ai features in zed or vscode, that's what my highly capable and configurable cli is for.\nwhat i do want is a capable text editor, for me the lack of extensions is holding me back from using zed.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe41chu/"}]}, {"theme": "Settings sync across devices", "criterion": "setup.extensions_mcp", "authorWeeks": 17, "posts": 17, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-09", "source": "Reddit", "community": "r/ZedEditor", "text": "until zed supports settings sync copy/pasting mine to github gist.", "link": "https://www.reddit.com/r/ZedEditor/comments/1vtwocq/any_way_to_share_zed_settings_accross_multiple/pesaire/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "what has been my biggest issue so far is transferring plugins though, custom mcp connections to my rest apis etc since i add to them so often. i guess i will just try letting chat transfer it and look for a solution meanwhile", "link": "https://www.reddit.com/r/codex/comments/1x0m7w0/anyone_else_unable_to_run_delegated_dotcodex/pelx3fp/"}, {"agent": "pi", "date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "text": "i built a repo and an install.sh script for transferring my settings to other machines. it basically creates symlinks. would be nice to have an easier way.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x0jca6/your_thoughts_on_xdg/pel50gk/"}]}, {"theme": "Plugin and skills marketplace", "criterion": "setup.extensions_mcp", "authorWeeks": 16, "posts": 16, "agents": [{"id": "antigravity", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition let devin quickly add a store extension for computer use and browser use. haha 😃", "link": "https://twitter.com/1178669733572423680/status/2111473942426964284"}, {"agent": "opencode", "date": "2026-10-12", "source": "X", "community": "@opencode", "text": "dear @ryanvogel @thdxr @opencode any plans on a opencode 'official' plugin marketplace? preferably accessible in the tui and desktop but i'll settle for a website 👀\nalso, any official image generation support or am i dumb and missed this?\nlove v2 btw 🔥🔥", "link": "https://twitter.com/420565272/status/2109752474311516326"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity we need better options for skills man, like a skill marketplace or smth", "link": "https://twitter.com/1054705633335767040/status/2107374150067405260"}]}, {"theme": "Fix plugin installation and update failures", "criterion": "setup.extensions_mcp", "authorWeeks": 14, "posts": 15, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "text": "i just noticed this is a opencode v1 plugin? any change of porting it to v2? :)", "link": "https://www.reddit.com/r/opencode/comments/1x3i5pt/my_first_plugin_lets_your_agent_rewrite_the/pfepggo/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/ExperiencedDevs", "text": "if i had to pick just one, i’d pick codex. i’ve found it pretty useful for everything- from coding, to life advice, to deep research, to generating images and videos. i wish their plug-ins integrations were better (quite buggy rn).", "link": "https://www.reddit.com/r/ExperiencedDevs/comments/1x03b4s/what_ai_platforms_tools_do_you_recommend_for/pei3i5h/"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@otilia_franco @claudedevs i ran the command as suggested. the plugin was not found. there's no need for your rudeness. you make the world a worse place. this is probably not the first time.", "link": "https://twitter.com/1470185509775454222/status/2106165197576769563"}]}, {"theme": "MCP as optional plugin, not core", "criterion": "setup.extensions_mcp", "authorWeeks": 14, "posts": 15, "agents": [{"id": "pi", "authorWeeks": 14}], "examples": [{"agent": "pi", "date": "2026-10-06", "source": "Reddit", "community": "r/PiCodingAgent", "text": "sadly now its adding mcp natively (not even disabled by default and with codemode that who knows which model is pre trained to use that) who knows what will be added tomorrow", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wydpe0/now_that_everyone_is_making_harness_tierlists/pe4zxlw/"}, {"agent": "pi", "date": "2026-10-04", "source": "Reddit", "community": "r/PiCodingAgent", "text": "whatever. just fork old version without mcp. and do everything with plugins.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wvaw9r/pi_10_earendil/pdsflwn/"}, {"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "thank you. that really helps. i guess i can see how chaining mcps might be useful but still seems like this, at best, should have been a plugin rather than a built in feature. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wtxc1d/what_does_everyone_think_about_codemode/pdk5c65/"}]}, {"theme": "Bot integration inside editor", "criterion": "setup.extensions_mcp", "authorWeeks": 13, "posts": 15, "agents": [{"id": "cursor", "authorWeeks": 12}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "@hameonline @openai @claudeai @cursor_ai @ampcode @poteto the grok bot integration with cursor is too goated, and trying to get it to work with amp threads is messy as there's no native plugin :(", "link": "https://twitter.com/1788108425400123392/status/2109990234935251184"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@poteto @sophiamyang @bot @cursor_ai what if we could directly @bot from the cursor? 🤔", "link": "https://twitter.com/1857734148619907072/status/2108043878347813199"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@poteto @bot @cursor_ai different companies have different access control for apps and tools... sometimes grok bot is not on the approved list. it'd be nice to be able to manage chief of staff and other bots in cursor.", "link": "https://twitter.com/1148669001406529540/status/2107993750513320172"}]}, {"theme": "Minimal core with features as optional extensions", "criterion": "setup.extensions_mcp", "authorWeeks": 13, "posts": 14, "agents": [{"id": "pi", "authorWeeks": 10}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "i don't use mcps so the new changes didn't impact me in this area. however, i hope that non-core features are toggleable (even if through command line flags) so we can disable what we don't need. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdm71g8/"}, {"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "why? add it youselft, there are plenty of them :) let pi be minimalistic", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdlnuol/"}, {"agent": "pi", "date": "2026-10-01", "source": "Reddit", "community": "r/PiCodingAgent", "text": "ah then that's an issue, honestly all these should have been left out as a part of extensions i think ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wtx1tz/pi_is_becoming_bloated/pd6meyh/"}]}]}, "setup.onboarding_docs": {"authorWeeks": 511, "themes": [{"theme": "Open source the product", "criterion": "setup.onboarding_docs", "authorWeeks": 42, "posts": 44, "agents": [{"id": "claude-code", "authorWeeks": 13}, {"id": "codex", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@_mohansolo @antigravity agy doesn't seem to have ctrl+r history search? and i can't send a pr because it's not open source? wtf folks 😭", "link": "https://twitter.com/1853296525373546496/status/2111635455406198848"}, {"agent": "warp", "date": "2026-10-16", "source": "X", "community": "@warpdotdev", "text": "@zachlloydtweets @warpdotdev when are you going to open source your software factory?", "link": "https://twitter.com/1729247211953827840/status/2111115989861712086"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "its cool. would be great if you could open source it. just add the source to the paid app. i'll buy it. i would port it to linux.", "link": "https://www.reddit.com/r/codex/comments/1x3fp16/i_used_codex_to_build_an_entire_2d3d_animation/pfe26sy/"}]}, {"theme": "Published changelog for every update", "criterion": "setup.onboarding_docs", "authorWeeks": 36, "posts": 37, "agents": [{"id": "antigravity", "authorWeeks": 13}, {"id": "codex", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "zed", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@codex_changelog i just had another update for my codex app on mac os. care to share the changelog????????? is it really that hard for engineers to understand?", "link": "https://twitter.com/18198498/status/2111422584101159225"}, {"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "still no changelog for this codex app update? it is insane to me that, when supply chain attacks have never been more common or easy, a company like oai is cutting releases without any official indication that an update went out anywhere else", "link": "https://twitter.com/37238075/status/2111247421812670752"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@rodydavis @antigravity info about antigravity v2.24.0 today will be found where? would be nice to link to that in antigravity where the version is display along with the check for updates action", "link": "https://twitter.com/2057943676437901312/status/2111156583883309324"}]}, {"theme": "Unified single app", "criterion": "setup.onboarding_docs", "authorWeeks": 34, "posts": 35, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "grok-build", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@tokengremlin personally, keep chat web only, merge work and codex and just name it codex again. rebrand dots as codex. basically, instead of talking to a bot, you're like talking to codex app itself. make it like a character, like jarvis", "link": "https://twitter.com/1907787527311728641/status/2107483378232828007"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity keep the ide and agent mode in one app, like vscode", "link": "https://twitter.com/1295258246886780928/status/2107440714087047186"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "its weird that we cannot chat with normal gpt for task dictation and then handoff to codex to do work\n", "link": "https://www.reddit.com/r/codex/comments/1sieigp/how_to_reduce_your_token_usage/pdv8h1m/"}]}, {"theme": "Reproducible transparent benchmarks", "criterion": "setup.onboarding_docs", "authorWeeks": 21, "posts": 23, "agents": [{"id": "devin", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs a side-by-side review of the same pr in all three modes would help a lot. show what quick misses, what deep catches, and the extra time and cost. much easier to choose a default with that in front of you.", "link": "https://twitter.com/2060554585643843585/status/2110949746508763220"}, {"agent": "factory", "date": "2026-10-14", "source": "X", "community": "@FactoryAI", "text": "@mtslive @taylorthesavage i'd love @factoryai @droid to build an example on this. i've been having the top tier monthly for months and right know i'd like to come back... give me a resason and i will like many others. some real benchamark, like coding, etc. not 3d games please.", "link": "https://twitter.com/1738636938616115200/status/2110357929874604468"}, {"agent": "devin", "date": "2026-09-26", "source": "X", "community": "@cognition", "text": "am i the only one waiting for @cognition to update their deepswe bench?😭😭😭\ni use that shi to make real life decisions 😭", "link": "https://twitter.com/1343528621542150144/status/2103794002055033104"}]}, {"theme": "Simpler onboarding and setup", "criterion": "setup.onboarding_docs", "authorWeeks": 21, "posts": 21, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "agreed. maybe like a “new model setup wizard” where it provides input based on the model strength", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzgxfh/why_is_claude_so_clueless_with_managing_itself/pec57uk/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity antigravity's ux has so much potential, i'd love to see more intuitive onboarding features", "link": "https://twitter.com/157832464/status/2107452817703330099"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity have it preset to work like claude or manus or current version of codex out the box. there is too much setup at the moment. i should be able to connect to my git and google ecosystem in 2 clicks", "link": "https://twitter.com/2281986498/status/2107438308842205345"}]}, {"theme": "Quick-start guides and tutorials", "criterion": "setup.onboarding_docs", "authorWeeks": 15, "posts": 15, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "augment", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-11", "source": "X", "community": "@pidotdev", "text": "@henriquebastos @pidotdev you know what would be cool? a youtube video showing how to set it up 😃", "link": "https://twitter.com/4211433760/status/2109393449594339462"}, {"agent": "opencode", "date": "2026-10-07", "source": "Reddit", "community": "r/opencode", "text": "would like to see some tutorials or links to youtube vids. the whole topic is really confusing to many.", "link": "https://www.reddit.com/r/opencode/comments/1x03juj/some_quick_lessons_about_agent_orquestration_i/pej0t8p/"}, {"agent": "devin", "date": "2026-10-05", "source": "X", "community": "@cognition", "text": "@dabit3 @nick_white @cognition @devinai @grok working with a windsurf harness - need a step by step guide on how to manage my sprints via my harness through ipad .", "link": "https://twitter.com/1944915981513457664/status/2107156818543726805"}]}, {"theme": "Early access to beta and experimental features", "criterion": "setup.onboarding_docs", "authorWeeks": 14, "posts": 14, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-10", "source": "Reddit", "community": "r/google_antigravity", "text": "having some testing for paid plans would be cool. opt into it. thought i'd guess they'd limit it to ultra plans if that did it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x2j9nc/hows_there_a_benchmark_for_argon_when_we_cant_use/pf3ti3h/"}, {"agent": "antigravity", "date": "2026-10-10", "source": "Reddit", "community": "r/google_antigravity", "text": "they should give us the external testing that would be much better than their internal testing", "link": "https://www.reddit.com/r/google_antigravity/comments/1x2j9nc/hows_there_a_benchmark_for_argon_when_we_cant_use/pf3t79z/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you make a separate page for “beta” 95% of your followers don’t care about beta because it is not available to us. u are just pissing us off, let us know when it is available to us", "link": "https://twitter.com/1738036287670534144/status/2108763708977799480"}]}, {"theme": "More usage examples in docs", "criterion": "setup.onboarding_docs", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "warp", "date": "2026-10-13", "source": "X", "community": "@warpdotdev", "text": "@sentry @warpdotdev @bholmesdev @sergical a useful take-home would be the demo repo at a fixed commit plus the steps to reproduce the issue. that would let attendees repeat the sentry-to-warp workflow after the live session and pinpoint where they get stuck.", "link": "https://twitter.com/1985039850064818176/status/2110082896526782660"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "can you give us a few use-cases (real world stuff) for this please? because as far as i can see it has none. \nis this like orca? velaterm? agentsroom and all the others?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wycbbr/i_built_a_terminal_where_you_can_watch_claude/pe1ure8/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the highest-leverage addition would be runnable “golden tasks” beside each guide: input fixture → exact command/prompt → expected diff/tests. that turns a clever claude code trick into something teams can safely copy and review.", "link": "https://twitter.com/1582348100945018882/status/2105489484200731048"}]}, {"theme": "Wider access to projects feature", "criterion": "setup.onboarding_docs", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can projects beta be added to teams accounts\n please?", "link": "https://twitter.com/284330499/status/2110472834569191795"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs when will the new projects come to non-code surfaces?", "link": "https://twitter.com/4388018962/status/2108757628503703831"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs waitlist for projects access. artificial scarcity for a digital product. web3 vibes without the blockchain.", "link": "https://twitter.com/1891833767519715329/status/2108752757175755003"}]}, {"theme": "Less feature bloat, focus on core coding", "criterion": "setup.onboarding_docs", "authorWeeks": 11, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "they should return more simple codex app or made new one. new superapp is very bad. thankfully, we still have codex cli and chatgpt classic, but i suspect they will stop supporting classic version in future 😢", "link": "https://www.reddit.com/r/codex/comments/1x2mfv4/chatgptcodex_mac_app_crashing_and_using_excessive/pf47ip9/"}, {"agent": "pi", "date": "2026-10-08", "source": "X", "community": "@pidotdev", "text": "systemone? 👀\ni've just built an extension for that...\ni hope @pidotdev won't evolve to be another runtime with an \"everything harness\" \nplease... [link]", "link": "https://twitter.com/1669177150262628352/status/2108037010724438038"}, {"agent": "codex", "date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@ajambrosino performance and remove all bloat. if possible a codex app and more coding related features. stop dumbing down your products.", "link": "https://twitter.com/1684529867311009795/status/2107135556027314569"}]}, {"theme": "Better project and repo management", "criterion": "setup.onboarding_docs", "authorWeeks": 11, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "yeah it’s good, but it’s definitely got some spots i wish they’d improve (let me split convos, or make dedicated project dots)", "link": "https://www.reddit.com/r/codex/comments/1x209ei/tried_dot_for_1_week_and_it_won_me/peymh2n/"}, {"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "why the heck can't i start a codex app chat without it being in a project anymore??", "link": "https://twitter.com/1252162540571963393/status/2108245197498859729"}, {"agent": "amp", "date": "2026-10-02", "source": "X", "community": "@AmpCode", "text": "@ampcode hey, any plans for better projects? i had to fit our many microservices into like 5 projects by scope, now i don't exactly know what is where, so sometimes i need to check the settings. and i don't need everything cloned every time - maybe something dynamic?", "link": "https://twitter.com/44927319/status/2105954693004587034"}]}, {"theme": "Share prompts and workflows from posts", "criterion": "setup.onboarding_docs", "authorWeeks": 11, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "hey can we have the full workflow please that look so good i wana do the same", "link": "https://www.reddit.com/r/codex/comments/1x40em0/didnt_knew_i_could_edit_videos_with_astra_made/pfi1kqr/"}, {"agent": "devin", "date": "2026-10-01", "source": "X", "community": "@cognition", "text": "@uxduck @cognition nuts, how did you do it?\nwe need a tutorial", "link": "https://twitter.com/985881537353744385/status/2105645842212569471"}, {"agent": "codex", "date": "2026-09-14", "source": "Reddit", "community": "r/codex", "text": "why are they recording videos and not sharing the link to the examples like chatgpt lets us do? that would have much more legitimacy than this.", "link": "https://www.reddit.com/r/codex/comments/1wg3odg/openai_is_silently_degrading_some_astra_codex/p9suw56/"}]}]}, "setup.ide_integration": {"authorWeeks": 559, "themes": [{"theme": "Bring app features to the CLI", "criterion": "setup.ide_integration", "authorWeeks": 26, "posts": 27, "agents": [{"id": "codex", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@keyanzhang @sharifshameem @andhudhow this is so good, already tried it in the chatgpt app and love it - please bring it to codex-cli asap", "link": "https://twitter.com/2475287196/status/2108653476859531398"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": ".@thsottiaux can you make dots work with the cli, the codex app slows my machine. great idea but the app is too heavy", "link": "https://twitter.com/276441530/status/2106333969981874489"}, {"agent": "cursor", "date": "2026-09-29", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai is this something you would be interested to do in cli? the gui is so clunky for a lot of stuff but missing these features is a bummer", "link": "https://twitter.com/1632527190/status/2105039067809218753"}]}, {"theme": "Continued development of the standalone IDE", "criterion": "setup.ide_integration", "authorWeeks": 26, "posts": 26, "agents": [{"id": "antigravity", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity i use antigravity ide, i don’t want the agentic app. if you guys are planning on killing it, i’m switching to cursor", "link": "https://twitter.com/2625078508/status/2111547165827117189"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity it's time to unify antigravity (agent and ide) because the ide is always outdated.", "link": "https://twitter.com/68138329/status/2111101031245353167"}, {"agent": "antigravity", "date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "text": "[link]\nwhat about the ide? more than a month with zero updates. \nare you killing the ide off? a new wave' of dead apps.\nwhy can't you use ai and an afternoon to do the update?", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0etjc/antigravity_2_v2211_cli_v1215_v131_releases/perd1zz/"}]}, {"theme": "IDE extension feature parity with app", "criterion": "setup.ide_integration", "authorWeeks": 26, "posts": 26, "agents": [{"id": "antigravity", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-18", "source": "X", "community": "@GitHubCopilot", "text": "@orenme @githubcopilot also plan to be supported in vs code ?", "link": "https://twitter.com/312599875/status/2111711116195778631"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "if it appears but not the ide, but in version 2.0, i never liked that version of antigravity and i am waiting for it to reach the ide version.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x75ftn/am_i_the_only_one_getting_ragebait_or_what/ph1hloa/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedeve when is this coming to claude cli in vseditor plugin ?", "link": "https://twitter.com/8622082/status/2110907327310369143"}]}, {"theme": "Browser element selection and annotation", "criterion": "setup.ide_integration", "authorWeeks": 25, "posts": 27, "agents": [{"id": "antigravity", "authorWeeks": 10}, {"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "nice one! as a frontend dev i would love it to also grab the browser url and maybe the element under the mark (selector or a bit of dom), half of my prompts are me explaining which button i mean :)", "link": "https://www.reddit.com/r/codex/comments/1x6ruvm/i_got_tired_of_describing_my_screen_to_codex_so_i/ph2zu8o/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedevs @claudeai your broswer annotation still sucks... do smthng about it. cursor has a better one where you can select and annonante multiple components and send everything in one go.", "link": "https://twitter.com/1941892560022102016/status/2110848051766272043"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs a lot better but why in app browser hidden on ssh session?? why not let me forward the port on terminal this would be perfect if claude can just forward the port as well", "link": "https://twitter.com/1596879750055825410/status/2110486158790844518"}]}, {"theme": "Better CLI quality", "criterion": "setup.ide_integration", "authorWeeks": 24, "posts": 25, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you work on making a better cli tool integrate with claude code", "link": "https://twitter.com/1466068548774768642/status/2110609127043133644"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "exactly. so what is dots useful for xd \nfree the compute for dots and give us a better codex ", "link": "https://www.reddit.com/r/codex/comments/1x2d5fi/dots_is_the_next_sora/pf16md9/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity replicate codex desktop and computer use for antigravity desktop. antigravity cli replicate claude code experience 😀", "link": "https://twitter.com/60029401/status/2107428585849889037"}]}, {"theme": "Jupyter notebook support", "criterion": "setup.ide_integration", "authorWeeks": 17, "posts": 18, "agents": [{"id": "zed", "authorWeeks": 15}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-10", "source": "X", "community": "@zeddotdev", "text": "@adocomplete @erikdao @zeddotdev the one feature zed is missing is full jupyter notebook support. hope they will add soon.", "link": "https://twitter.com/41895002/status/2109068938130903480"}, {"agent": "zed", "date": "2026-10-08", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev smooth scrolling: missing\njupyter notebook: missing\nroadmap: 1 year old. intact", "link": "https://twitter.com/1869047150795223040/status/2108180456755917179"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity notebook &amp; flow capability integration in agy cli would be killer feature.", "link": "https://twitter.com/1534660634087915521/status/2107418764467732750"}]}, {"theme": "Official native VS Code extension", "criterion": "setup.ide_integration", "authorWeeks": 17, "posts": 17, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@multi_serio_ai in terms of ide, i would prefer to implement it in the style of a vscode plugin integration, rather than creating a separate ide. \nwhat i want to complain more about are the products in the forms of \"similar to chatgpt desktop and codex cli.\"", "link": "https://twitter.com/1280304369930403840/status/2110297722934997459"}, {"agent": "pi", "date": "2026-10-06", "source": "Reddit", "community": "r/PiCodingAgent", "text": "hi,\n \nis there an officially supported vscode integration? i've found a whole bunch of third party plugins, but given security concerns, i'd much rather have something that was an official plugin.\nmaybe i'm just naive about this?\nthanks in advance,\n w", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzemyl/vscode_integration/"}, {"agent": "claude-code", "date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "text": "i use cursor as my friend set it up for me to work with xcode to build an ios app. i’ve loved the system but i wish i could have claude not grok.\nclaude code doesn’t have ide? so how do you code with it?", "link": "https://www.reddit.com/r/cursor/comments/1wwgje1/cursor_has_a_problem/pdotttq/"}]}, {"theme": "Higher quality, deeper VS Code integration", "criterion": "setup.ide_integration", "authorWeeks": 16, "posts": 17, "agents": [{"id": "claude-code", "authorWeeks": 7}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "you can't do agentic coding with vscode plugin like you can with terminal or desktop claude app", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/pe9q02m/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "maybe get the vs code plugin working properly? they've released maybe 5-6 updates in the last couple of days and it's still broken.", "link": "https://www.reddit.com/r/codex/comments/1wx7v9j/we_are_locking_in/pdr6nic/"}, {"agent": "zed", "date": "2026-09-26", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev please ship better tooling rather than building you claude code wrapper", "link": "https://twitter.com/2343480524/status/2103710152394506604"}]}, {"theme": "New models available in IDE extensions", "criterion": "setup.ide_integration", "authorWeeks": 15, "posts": 15, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@clmt @antigravity @clmt why isn’t it on the antigravity ide?….it’s on only available in the antigravity app, which most of us don’t even use", "link": "https://twitter.com/1571391721518276608/status/2111110695299518507"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "uh did you guys forgot about the ide? its on the ag app and cli but not the ide", "link": "https://www.reddit.com/r/google_antigravity/comments/1x708ez/gemini_4_argon_now_available_on_paid_google_ai_pro/ph03onj/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "indeed i have it in app, but they didn't update vscode ext. even on pre-release can't select it. annoying...", "link": "https://www.reddit.com/r/codex/comments/1wu0d5o/61sol_vs_opus_55_small_task_on_both_20_plan/pd0i42y/"}]}, {"theme": "Inline code autocomplete in editor", "criterion": "setup.ide_integration", "authorWeeks": 14, "posts": 14, "agents": [{"id": "antigravity", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "first one to be decent and give me tab completion back will take me away", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgt08fk/"}, {"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "@rohitpaulk @ampcode @sqs @thorstenball can you guys check this out? i would love if i could write code occasionally in amp with autocomplete too... 🙏", "link": "https://twitter.com/1582436063322193921/status/2110784606664634405"}, {"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "if they want me to go to vs code + agy ide extension, i need to have feature parity aka gemini powered code completion.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4ypi8/did_google_forget_antigravity_ide/pgj6jlq/"}]}, {"theme": "Bring CLI features to desktop app", "criterion": "setup.ide_integration", "authorWeeks": 13, "posts": 13, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why the claude desktop app claude code is always behind?! it seems to become a bottle neck to use new features. thoughts??", "link": "https://twitter.com/1456283446804824082/status/2106375615196647907"}, {"agent": "opencode", "date": "2026-09-30", "source": "X", "community": "@opencode", "text": "@lukeparkerdev @opencode this will be a good feature to be built-in to opencode desktop", "link": "https://twitter.com/2076227586502656001/status/2105163145971167523"}, {"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeAI", "text": "user friendliness for non-technical users.\n \nas far as claude code in the desktop app, i haven't tested it recently but last time i did it was far from having feature parity with the cli tool.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wtk12a/excuse_me/pcuy3nf/"}]}, {"theme": "Built-in debugger", "criterion": "setup.ide_integration", "authorWeeks": 12, "posts": 12, "agents": [{"id": "zed", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "debug must use the terminal tab instead of its own local terminal \ngit features on git graph - checkout, stash, create, delete, rebase, simplified graph (branches only; not commits)", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe2hw09/"}, {"agent": "zed", "date": "2026-10-03", "source": "Reddit", "community": "r/ZedEditor", "text": "debugging normal tests works but the browser ones never stop on breaks", "link": "https://www.reddit.com/r/ZedEditor/comments/1wwryk2/how_to_debug_browser_vitests_tests/"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev @uncannylukas compound debugger runs would help a lot for monorepo setups. for me it is the only reason i still open vscode when inspecting certain issues", "link": "https://twitter.com/993113153255899136/status/2103429024932651417"}]}]}, "models.catalog_access": {"authorWeeks": 2421, "themes": [{"theme": "Newest flagship model on the Pro plan", "criterion": "models.catalog_access", "authorWeeks": 203, "posts": 228, "agents": [{"id": "antigravity", "authorWeeks": 183}, {"id": "claude-code", "authorWeeks": 12}, {"id": "codex", "authorWeeks": 6}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity it seems that i'm the only one in the world still using antigravity ide. why can't argon be used in the ide yet?", "link": "https://twitter.com/984631526980816896/status/2111852939526775290"}, {"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity what about of antigravity ide, can you add argon here?", "link": "https://twitter.com/1945835400213200897/status/2111783502928576877"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "why don't i have gemini 4 in the pro plan? wtf i only have it in the gemini search. not in gravity cli.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x70nez/gemini_4_argon_for_pro_users_has_a_different/phcn8iu/"}]}, {"theme": "Restore removed models", "criterion": "models.catalog_access", "authorWeeks": 128, "posts": 137, "agents": [{"id": "codex", "authorWeeks": 44}, {"id": "antigravity", "authorWeeks": 32}, {"id": "cursor", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 14}, {"id": "opencode", "authorWeeks": 13}, {"id": "devin", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity bring back 3.1 pro. argon was way too much for some simple task, flash on the other hand was not it for long task", "link": "https://twitter.com/941670051060391936/status/2111500033157906638"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "the real problem is not that 4 isn't available in antigravity for pro users, but that 3.1 pro has been removed. there's no model more suitable for planning available unless (i assume) you use a payg api key.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6gz05/unacceptable_ai_pro_downgrade_antigravity_cli/pgz4ndq/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "3.8 is kind of just... the king of overcomplicating and getting everything wrong. it's pretty annoying imo. 3.7 was pretty dope. would like it back too.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5yzgi/please_bring_back_gemini_37_flash/pgti28a/"}]}, {"theme": "DeepSeek V4.1 Flash model support", "criterion": "models.catalog_access", "authorWeeks": 108, "posts": 111, "agents": [{"id": "opencode", "authorWeeks": 56}, {"id": "cursor", "authorWeeks": 11}, {"id": "factory", "authorWeeks": 10}, {"id": "kiro", "authorWeeks": 6}, {"id": "zed", "authorWeeks": 6}, {"id": "cline", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 5}, {"id": "copilot", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "yo @opencode... good luck on the security but... new deepseek flash wen? 👉 👈 🥺", "link": "https://twitter.com/944978898927964161/status/2111694862244528226"}, {"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "when would be have deepseek 4.1 flash 1017 on go plan? thanks !", "link": "https://www.reddit.com/r/opencode/comments/1x8i228/when_would_be_have_deepseek_41_flash_1017_on_go/"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@opencode we need dsf4.1 1017! will top up on another plus for that", "link": "https://twitter.com/1673923312119074817/status/2111527135353635153"}]}, {"theme": "Multi-provider model support", "criterion": "models.catalog_access", "authorWeeks": 98, "posts": 101, "agents": [{"id": "codex", "authorWeeks": 22}, {"id": "cursor", "authorWeeks": 20}, {"id": "antigravity", "authorWeeks": 18}, {"id": "claude-code", "authorWeeks": 12}, {"id": "zed", "authorWeeks": 9}, {"id": "pi", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "kiro", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity using only antigravity with gemini it's complicated, we have to use two or three a.i. to get the result..... antigravity it's amazing but again, use sonnet and gpt together", "link": "https://twitter.com/1556470074982252547/status/2111786091950874743"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "hey @ampcode any plans to add junie from jetbrains ai to the model routing?", "link": "https://twitter.com/316180959/status/2111144040406397309"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @spacexai i have been on the legacy plan, which is more perfect for me.\ni upgraded my plan and i realized that i could only access composer and grok models, which isn't suits my work at all.", "link": "https://twitter.com/1163109596610928641/status/2111080897373946337"}]}, {"theme": "Cheaper lightweight model option", "criterion": "models.catalog_access", "authorWeeks": 95, "posts": 99, "agents": [{"id": "codex", "authorWeeks": 42}, {"id": "claude-code", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 9}, {"id": "kiro", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "kiro", "date": "2026-10-17", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev i guess it’s too pricey. i think we need a lower, faster model, like haiku 5.5. or deepseek 4.1 flash", "link": "https://twitter.com/192627237/status/2111261218157830550"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "6.1 although it's called astra, i hope it has good token efficiency like opus 5.5 and is as capable as 5.6 sol, tibo 🤞\nthat's astra, and only then will openai regain its top position 💐\n#gpt61 #astra\n#openai #codex #chatgpt [link]", "link": "https://twitter.com/1578547063318454272/status/2111136833514217573"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai we want composer 3 and a cheap model at 0.10/0.50 like haiku 5.5.", "link": "https://twitter.com/789888781059035136/status/2111077594284134430"}]}, {"theme": "Keep older models available", "criterion": "models.catalog_access", "authorWeeks": 93, "posts": 100, "agents": [{"id": "antigravity", "authorWeeks": 33}, {"id": "codex", "authorWeeks": 27}, {"id": "claude-code", "authorWeeks": 14}, {"id": "opencode", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity it would have been better if sonnet 4.6 had remained available on promotional plans even after november 2, offering only 3.8 flash is such a bad decision", "link": "https://twitter.com/1292582087426322432/status/2111839388871348707"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i really wish they didn't remove the 3.1 pro model in antigravity. i don't trust the flash models to do any work needing analytical depth, but i don't like the burn rates of argon.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph613iw/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "so they removed 3.1 pro which had decent limits just to give us a tiny argon limit ? i would have preferred to keep 3.1 pro...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph2a6ym/"}]}, {"theme": "Astra model availability", "criterion": "models.catalog_access", "authorWeeks": 88, "posts": 89, "agents": [{"id": "codex", "authorWeeks": 41}, {"id": "cursor", "authorWeeks": 25}, {"id": "kiro", "authorWeeks": 9}, {"id": "opencode", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "who the fuck cares about sol ultrafast? most users don’t even have access to ultrafast. we want astra 6.1, instead they seen bent on making users burn usage even faster. ", "link": "https://www.reddit.com/r/codex/comments/1wxk6tj/they_are_completely_out_of_touch_with_what_users/"}, {"agent": "zed", "date": "2026-09-28", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev hi, when can i get access to astra and opus 5.5 thanks.", "link": "https://twitter.com/1435772434267922438/status/2104627080273293728"}, {"agent": "kiro", "date": "2026-09-23", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev please kiro, give us what we want: astra, fable, opus 5.5, sol 6, luna 6 !!! pleaseeee", "link": "https://twitter.com/1794045418445115392/status/2102796562518933904"}]}, {"theme": "Opus 5.5 model support", "criterion": "models.catalog_access", "authorWeeks": 84, "posts": 94, "agents": [{"id": "kiro", "authorWeeks": 29}, {"id": "antigravity", "authorWeeks": 27}, {"id": "opencode", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "@benvargas @____hnsn @ampcode yeah that's my medium mode right now and add opus 5.5 medium for subagents :)", "link": "https://twitter.com/1705384263867379712/status/2108794699133903047"}, {"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "@antigravity \nwhy i don't see opus 5.5 and sonet 5.5 ? [link]", "link": "https://twitter.com/2807255978/status/2107159747921146304"}, {"agent": "pi", "date": "2026-10-04", "source": "Reddit", "community": "r/PiCodingAgent", "text": "mostly codex (sol 6.1 & astra), occasionally kimi/glm/grok.\nwould love to use opus 5.5. :-(", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wxqvk2/what_model_are_you_using_with_pi/pdwgl9b/"}]}, {"theme": "Release Gemini 4 / Argon models", "criterion": "models.catalog_access", "authorWeeks": 84, "posts": 92, "agents": [{"id": "antigravity", "authorWeeks": 79}, {"id": "cline", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "continue the good work. we need a proper flash model to pair with argon next!", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7xc0v/wow_argon_is_finally_a_bit_usable_in_pro_now/ph9kq0x/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i think its only good for special cases. lets hope that they release gemini 4 flash and pro sometimes soon so we have good all-rounders, that way argon can be our \"6 astra\" for super tough tasks.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x73yrd/my_thoughts_about_argon_4_in_antigravity_pro_user/ph1888a/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@rodydavis we urgently want gemini 4 flash @geminiapp @google @antigravity @officiallogank", "link": "https://twitter.com/2086871787862708224/status/2110992281771630998"}]}, {"theme": "Faster addition of newly released models", "criterion": "models.catalog_access", "authorWeeks": 76, "posts": 79, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "antigravity", "authorWeeks": 15}, {"id": "kiro", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 6}, {"id": "cline", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs so glad to be paying $200/month while not getting access to these features when they drop.", "link": "https://twitter.com/251112553/status/2111901472447467607"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i want fable 5.5\nengineering\nperfect work with unreal (plugin)\n1:1 image to blender\nnative music surround\nr&amp;d", "link": "https://twitter.com/1982946649602428928/status/2111901439706689801"}, {"agent": "factory", "date": "2026-10-17", "source": "X", "community": "@droid", "text": "i hope we will see this at @deepinfra and @droid soon. [link]", "link": "https://twitter.com/1590702228234391552/status/2111384058018283661"}]}, {"theme": "Gated features on lower plans", "criterion": "models.catalog_access", "authorWeeks": 74, "posts": 75, "agents": [{"id": "claude-code", "authorWeeks": 32}, {"id": "codex", "authorWeeks": 21}, {"id": "antigravity", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 5}, {"id": "factory", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs 3x faster plus quick/standard/deep per repo is a nice touch. any timeline for max plans? lots of solo devs on max 20x open prs all day too.", "link": "https://twitter.com/78404464/status/2111082830306672798"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs any thoughts about rolling this our to individual plans ?", "link": "https://twitter.com/2002359921611030528/status/2111004949068808445"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs good to see this out of beta. hope it comes to more plans soon.", "link": "https://twitter.com/1749693887122210816/status/2110994718712791366"}]}, {"theme": "GPT-6 Sol and Luna model support", "criterion": "models.catalog_access", "authorWeeks": 73, "posts": 75, "agents": [{"id": "codex", "authorWeeks": 39}, {"id": "opencode", "authorWeeks": 9}, {"id": "kiro", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-10", "source": "Reddit", "community": "r/cursor", "text": "well, there is... because cursor doesn't have access to gpt6.1. which is significantly cheaper than 5.6.", "link": "https://www.reddit.com/r/cursor/comments/1x1uyq6/i_did_cancel_my_subscription_and_tried_chatgpt/pf0xpy4/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/OpenAI", "text": "i thought chat was unlimited (except for pro) and codex had usage.\nthey can merge but 5.6 should be free in codes like it is in chat.", "link": "https://www.reddit.com/r/OpenAI/comments/1wy2h4d/are_you_planning_to_cancel_your_chatgpt_plus/pemh33c/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity change the font to google sans flex, also for ai studio, please.\nand if possible, we need gpt 6 🙏🙏", "link": "https://twitter.com/1694170572274716672/status/2107601125168030163"}]}]}, "models.routing_auto": {"authorWeeks": 565, "themes": [{"theme": "Honor manually selected model", "criterion": "models.routing_auto", "authorWeeks": 97, "posts": 102, "agents": [{"id": "cursor", "authorWeeks": 42}, {"id": "codex", "authorWeeks": 28}, {"id": "claude-code", "authorWeeks": 7}, {"id": "copilot", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@thisissingleton @ryahconstantino @cursor_ai @bot yep...\nas long as bot at least obeys to what model i tell it to use", "link": "https://twitter.com/1847754073551851520/status/2110745040045625507"}, {"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "i don't want cursor imposing it's model composer or grok. i need an ability to stick to one i want and comfortable with - sonnet an example.", "link": "https://www.reddit.com/r/cursor/comments/1x4kpoo/no_more_3rd_party_model_usage_via_x_subsciption/pggbb5l/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "the models have different 'personalities', i want absolute control over which i use for what.4.6 ftw.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x350u0/anthropic_this_is_your_chance/pf7vhos/"}]}, {"theme": "Automatic per-task model and effort routing", "criterion": "models.routing_auto", "authorWeeks": 74, "posts": 79, "agents": [{"id": "codex", "authorWeeks": 28}, {"id": "claude-code", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 7}, {"id": "pi", "authorWeeks": 4}, {"id": "conductor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you solve the model allocation issue? add a judgment/check at the front. the current default mode opus 5.5 is too expensive, including the effort configuration and model configuration.”", "link": "https://twitter.com/1691114437560999936/status/2111006207423217821"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "need system one model in claude code from anthropic to steer model and effort based on the task. currently struck at opus (medium) or based on manual prompting. \n@claudedevs @claudeai", "link": "https://twitter.com/49551653/status/2110802265036705949"}, {"agent": "codex", "date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @rohit3a i think an autorouter for choosing the most capable model in codex cli would be very great or do i miss such a function? i think it would be better for efficiency and also for technical balancing.", "link": "https://twitter.com/43564329/status/2108811458322514243"}]}, {"theme": "Per-subagent model selection", "criterion": "models.routing_auto", "authorWeeks": 70, "posts": 70, "agents": [{"id": "cursor", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 19}, {"id": "antigravity", "authorWeeks": 13}, {"id": "codex", "authorWeeks": 5}, {"id": "copilot", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity 3. increase the ability to freely configure sub-agent models. \n4. develop byok capability, allowing users to freely connect to other models. \n5. add functionality for prompts to optimize user input prompts.", "link": "https://twitter.com/1553297981134147584/status/2111784771361948134"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "hi @antigravity, are you planning to make the model setting for custom subagents more flexible - like in headless mode, where you can specify an exact model + effort level (e.g. gemini-3.8-flash-high) — instead of the current limited options (inherit, flash, or pro)? [link]", "link": "https://twitter.com/2063470808371179520/status/2110963116435771488"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "trying to figure out why bot-spawned cursor agents were so bad... looks like bot ignores the cursor default model setting (grok 4.7 high), and defaults to... a 1-year old non sota model?\n@cursor_ai you're killing me guys what is this? [link]", "link": "https://twitter.com/56608163/status/2110854701818536176"}]}, {"theme": "Show which model served request", "criterion": "models.routing_auto", "authorWeeks": 58, "posts": 59, "agents": [{"id": "codex", "authorWeeks": 25}, {"id": "cursor", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 5}, {"id": "copilot", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "iam pretty sure he just change the model after first sending it to gemini 3.8 flash , also the harness should give the model its name ( id ) .", "link": "https://www.reddit.com/r/google_antigravity/comments/1x558m3/why_argon_is_hallucinating_lol/pgjmj7u/"}, {"agent": "copilot", "date": "2026-10-12", "source": "X", "community": "@GitHubCopilot", "text": "@gsemetfr @choudharyjayant @githubcopilot u r right on this, the model selection is still not fully clear\ni want to start tracking this to be able to understand the selection", "link": "https://twitter.com/36475277/status/2109731110292734016"}, {"agent": "cursor", "date": "2026-10-11", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai routing shorter requests to a faster model is good economics. the part to make explicit is the boundary: a developer should know when a cheaper model is answering, because quality differs by task.", "link": "https://twitter.com/1871542680393568256/status/2109240890455941466"}]}, {"theme": "Exclude specific models from auto routing", "criterion": "models.routing_auto", "authorWeeks": 35, "posts": 37, "agents": [{"id": "cursor", "authorWeeks": 18}, {"id": "copilot", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "text": "i'm on the enterprise plan. gpt-5.3-codex is the default fallback model, but its api pricing is over 10 times that of luna, and it performs worse.\nhonestly, this makes me not want to use auto. we still can't disable a model that's over a year old. how does that benefit users?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/"}, {"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "my first experience with @ampcode was signing in with chatgpt, letting it use that subscription, doing 1 task and seeing \"no usage available\" - turns out it was using anthropic, try to disable, still can't get it to stop using anthropic? so confused...", "link": "https://twitter.com/151126971/status/2110645993435799575"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@rxs1gma @x @cursor_ai @grok grok's answer makes no sense. this eliminates the usability of grok bot for vast majority of its users. no way in hell anyone would pay api prices to use claude in grok bot without even an opt out.", "link": "https://twitter.com/830171539999952896/status/2110342210604396794"}]}, {"theme": "Route simple tasks to cheaper models", "criterion": "models.routing_auto", "authorWeeks": 29, "posts": 29, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-10", "source": "X", "community": "@opencode", "text": "why does every model @opencode ai serves in any harness been detuned to waste tokens and waste subscriptions, i have 20 weeks of reasearch showing yes.\nthey have been threatened with funnelling before, they need to fire their api gateway team and hire someone who can do it right", "link": "https://twitter.com/1534647942472032256/status/2109040961053671914"}, {"agent": "devin", "date": "2026-10-08", "source": "X", "community": "@cognition", "text": "@cognition need haiku 5.5 doing the grunt work before the opus bill lands", "link": "https://twitter.com/1811332417099055105/status/2108082118727246024"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai 10x cheaper on short requests is perfect for small ui tweaks. spacing fixes and copy changes don't need the big model. any plans to auto route small edits to haiku?", "link": "https://twitter.com/1773624715547922432/status/2107913909684605334"}]}, {"theme": "Fallback model when quota or provider fails", "criterion": "models.routing_auto", "authorWeeks": 27, "posts": 27, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@vikaskansalhq @antigravity we need a fallback to flash 3.8, not flash lite 3.5. update either 3.5 flash lite or change the fallback when argon is out", "link": "https://twitter.com/300610801/status/2110984653402202251"}, {"agent": "opencode", "date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "text": "maybe implement an option where it can delegate the work to some other model of similar capabilities during that timeframe. now this would only work if you use deepseek as a workhorse and some other model as the orchestrator.", "link": "https://www.reddit.com/r/opencode/comments/1x4mlig/built_a_small_opencode_v2_plugin_to_avoid/pgg53f9/"}, {"agent": "opencode", "date": "2026-10-07", "source": "Reddit", "community": "r/opencode", "text": "i use claude + glm + gpt + opencode go + openrouter. with $75 for api across opencode/openrouter. when i hit limits(always do) i need proper fallbacks. \nall on opencode(used to use a custom plugin to bypass claude code restrictions now i use my own uncensored version w/ a ui.)", "link": "https://www.reddit.com/r/opencode/comments/1wzb4oy/is_opencode_still_worth_it_against_20_claude/pei4nzi/"}]}, {"theme": "Stop silent downgrades to weaker models", "criterion": "models.routing_auto", "authorWeeks": 23, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "opus 5.5 is routing to whatever plz revert it , @claudedevs whatever a b testing u guys doing, this model verbose and working style and output sucks", "link": "https://twitter.com/1987178915711098884/status/2110008902477856814"}, {"agent": "devin", "date": "2026-10-09", "source": "X", "community": "@cognition", "text": "@cognition cheaper sidekick models are great when chosen on purpose. as a silent router fallback they need their own tool-success slo — latency and spend will look better while quality cliffs.", "link": "https://twitter.com/2099749993275965440/status/2108565497096839590"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i suspect that i am getting routed to a worse #gptastra in the last days... because it doesn't get me like it used to. bad design choices, removing seo optimizations...\ni am using gpt-6 astra xhigh and it feels like gpt 5.0 \n#openai #codex #gpt6 [link]", "link": "https://twitter.com/2107196563017641985/status/2108393838641324147"}]}, {"theme": "Stop forcing Grok as default model", "criterion": "models.routing_auto", "authorWeeks": 18, "posts": 18, "agents": [{"id": "cursor", "authorWeeks": 17}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "text": "you seem to have raised a very critical decision about not putting the consumer first, grok usage is forced and not justified to be a default one.", "link": "https://www.reddit.com/r/cursor/comments/1x500t9/cursor_degradation/ph4q7in/"}, {"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "and actually, why the heck does it auto-select grok when i’ve chosen a different model with each new agent? no, i don’t want to do gymnastics to change settings blah blah, i’ll just go somewhere else thenx", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgvny5q/"}, {"agent": "copilot", "date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "text": "when i start a chat with a model of my chosing it keeps switching the model to grok after each response. i need to disable grok or change this behaviour asap.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wmho7l/grok_47_is_now_available_in_github_copilot/pf01ae1/"}]}, {"theme": "Improve auto routing quality and reliability", "criterion": "models.routing_auto", "authorWeeks": 15, "posts": 15, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-29", "source": "Reddit", "community": "r/cursor", "text": "auto is no longer viable for us (team of 15 users). we manually switch between composer and grok now.", "link": "https://www.reddit.com/r/cursor/comments/1wrbmrn/is_it_a_waste_of_money_to_run_opus_55_inside_of/pcqk8p9/"}, {"agent": "claude-code", "date": "2026-09-28", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs what's going on with the auto mode classifier? please don't make me go back to manual mode -- otherwise we are in dangerously-skip-permissions mode again", "link": "https://twitter.com/23241398/status/2104571917428838631"}, {"agent": "codex", "date": "2026-09-25", "source": "Reddit", "community": "r/codex", "text": "we're talking about gpt 6 here. i'm honestly kinda surprised we don't have better automated model selection yet", "link": "https://www.reddit.com/r/codex/comments/1worivz/unpopular_opinion_sol_6_xhigh_is_pretty_decent/pbwklex/"}]}, {"theme": "Separate models for planning and execution", "criterion": "models.routing_auto", "authorWeeks": 14, "posts": 14, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "text": "more generally if they want use to switch to hydra fusion or auto, they need to allow us to select the model per profiles, including thinking and context size", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/ph6ui18/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "pro user, honestly, they should build a \"plan\"/\"build\" automation feature if they don't want to hassle users because of limited compute. argon for planning, flash for building.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7bhql/i_hate_argon/ph2xbe3/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity i use this day &amp; night. put plan &amp; act mode, so users can use two different model for two different purpose.", "link": "https://twitter.com/614548576/status/2107382247246729631"}]}, {"theme": "Switch models mid-session", "criterion": "models.routing_auto", "authorWeeks": 14, "posts": 14, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs my dream come true will be if i can switch the model after i typed in cli. will try it today", "link": "https://twitter.com/1721911549457997824/status/2106010382313681355"}, {"agent": "cursor", "date": "2026-09-29", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai it's more convenient to switch directly in the ide than to open a new window. start with a small-scale a/b test, monitor the completion steps and monthly bills, and don't set it as a default for everyone with one click.", "link": "https://twitter.com/2073647325931847681/status/2104833237755568631"}, {"agent": "conductor", "date": "2026-09-15", "source": "X", "community": "@conductor_build", "text": "hey @conductor_build i would love for the option to be able to switch the selected model provider in the same chat, for example switching from fable to astra without needing to start a new chat", "link": "https://twitter.com/1513865549629075467/status/2099908647794905243"}]}]}, "models.effort_control": {"authorWeeks": 256, "themes": [{"theme": "Max or higher reasoning effort level", "criterion": "models.effort_control", "authorWeeks": 28, "posts": 30, "agents": [{"id": "opencode", "authorWeeks": 17}, {"id": "codex", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeAI", "text": "what happened to the ultracode mode (xhigh+workflows)? it’s been missing from claude code since yesterday. the highest effort level available now is \"max\". that was a really useful option.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x2rhg6/what_happened_to_the_ultracode_mode_xhighworkflows/"}, {"agent": "antigravity", "date": "2026-10-03", "source": "X", "community": "@antigravity", "text": "thanks @antigravity ! :d\nsuggestion : an explicit 1m context option would be cool, and extra high and max reasoning would be cool if added ! ✨\ncc: @rodydavis, @_anshulr, @_mohansolo [link]", "link": "https://twitter.com/1612939196561235970/status/2106341561059381632"}, {"agent": "opencode", "date": "2026-10-02", "source": "X", "community": "@opencode", "text": "@opencode can we get \"max\" efforts option under muse spark 1.3 contributor in opencode go please? @opencode", "link": "https://twitter.com/271972675/status/2106028230058942728"}]}, {"theme": "Per-subagent effort settings", "criterion": "models.effort_control", "authorWeeks": 23, "posts": 25, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai pls give a setting to choose whether subagents prefer fast mode or not. i usually do not reach for fast by default and this costs me. [link]", "link": "https://twitter.com/1126623407607619585/status/2108228755730931967"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "why can't background agents have different effort levels in the claude harness than the foreground agent? seems weird @claudedevs [link]", "link": "https://twitter.com/7079062/status/2105644792243732531"}, {"agent": "claude-code", "date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah this is a harness failure i think. it should adhere to the reasoning level you ask for, instead it seems to always mirror the same reasoning level as the orchestrator.\nperhaps /feedback", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wpz5mr/your_subagents_probably_arent_running_at_the/pc1vm1m/"}]}, {"theme": "Automatic effort selection based on task", "criterion": "models.effort_control", "authorWeeks": 23, "posts": 23, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "claude-code", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "there should be a default \"auto\" reasoning mode, with an advanced option for manually setting it for edge cases.", "link": "https://www.reddit.com/r/codex/comments/1wx7v9j/we_are_locking_in/pduqi5y/"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@trq212 @claudedevs it would be nice if hooks could change the effort level. so if an agent is failing at the completion tests the hook could automatically increase its effort.", "link": "https://twitter.com/23765035/status/2103591274104447342"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@trq212 @claudedevs great content, based on this could we have an ‘auto-effort’ mode where based on the context it decides the effort?", "link": "https://twitter.com/2200731333/status/2103591103480160661"}]}, {"theme": "Less overthinking", "criterion": "models.effort_control", "authorWeeks": 22, "posts": 22, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}], "examples": [{"agent": "opencode", "date": "2026-10-05", "source": "Reddit", "community": "r/opencode", "text": "never encountered that with deepseek but i've noticed that qwen 3.8 is especially prone to overthinking and testing each of its own steps twice. both flash and pro seem affected and especially pro eats tokens like crazy and can hit the 5-hour go window in minutes.", "link": "https://www.reddit.com/r/opencode/comments/1wyc7n2/models_too_slow_and_excessive_tests/pe1oyxh/"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@antigravity antigravity token consumption and model thinking process is very bad", "link": "https://twitter.com/985535924434976769/status/2103934368171561251"}, {"agent": "opencode", "date": "2026-09-20", "source": "Reddit", "community": "r/opencode", "text": "yeah that's exactly it, it burns a ton of tokens thinking about stuff that doesn't need thinking lol. for a quick edit i'd rather it just do the thing. flash isn't perfect either but at least it moves fast", "link": "https://www.reddit.com/r/opencode/comments/1wl91no/now_that_deepseek_v41_flash4x_usage_has_ended_is/pax1aeq/"}]}, {"theme": "Adjustable effort slider in interface", "criterion": "models.effort_control", "authorWeeks": 17, "posts": 17, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs feature request: instead of 2 clicks to change the efforts it would be good to have a slider besides model selector. [link]", "link": "https://twitter.com/1287108358294528002/status/2110660301603643543"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs okay but please put the thinking modes back in the same place as before.", "link": "https://twitter.com/1673062808110485504/status/2110501748830003518"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@trq212 @claudedevs oh i see the context appears at the sidebar. yeah that's better. still need the slider for effort tho [link]", "link": "https://twitter.com/4844352312/status/2110472285400305691"}]}, {"theme": "Effort control for specific and custom models", "criterion": "models.effort_control", "authorWeeks": 16, "posts": 16, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-18", "source": "X", "community": "@AmpCode", "text": "@ampcode any chance we might get an option to tune a model’s thinking level? i am bummed that in raw model mode i can’t use sonnet medium. :/ unless y’all have just found it’s not worth the complexity or something?", "link": "https://twitter.com/19434237/status/2111659214892659019"}, {"agent": "kiro", "date": "2026-10-01", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev you dont allow level of thinking mode for each model, all kiro's code leaves unlimited bugs since it uses zero thinking.", "link": "https://twitter.com/2002397531226148864/status/2105762386871505150"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "you cannot use high or lower with astra based models. gotta use x high minimum or max. it literally uses less usage at higher effort, it’s wild.", "link": "https://www.reddit.com/r/codex/comments/1wtvwvl/are_you_guys_seeing_this/pd03sn8/"}]}, {"theme": "Effort selection in cloud, web, mobile apps", "criterion": "models.effort_control", "authorWeeks": 8, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "i wanted to be able to set effort to medium and ultracode on like we can do on cli", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6pap4/who_asked_for_this_the_old_effort_slider_and/pgz6xs5/"}, {"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "@justine_chang39 @ampcode i know puck can choose a specific model/reasoning effort combo. the other threads should be able to do it as well - if you specify exactly what you require. sonnet just seems to be the default", "link": "https://twitter.com/2067222195064143872/status/2109574682609623510"}, {"agent": "claude-code", "date": "2026-09-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "is it just me or can’t you no longer select the modus in the ios app?\nalso, very often the effort doesn’t get saved. so i need to switch to browser session or desktop to change.\nit’s like that since… 2 weeks?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wdbei7/cant_select_modus_in_ios_app_anymore/"}]}, {"theme": "Speed versus cost tradeoff slider", "criterion": "models.effort_control", "authorWeeks": 8, "posts": 9, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "sol 6.1 sol is so fucking goddamn slow it took 3 fucking hrs to edit a mesh today. it would have taken astra 5 minutes and used 88% of my weekly quota… 6.1 sol used 5%.\ncan we get a happy medium please? jesus christ", "link": "https://www.reddit.com/r/codex/comments/1wua35p/opus_55_medium_vs_sol_61_xhigh_same_aaii_but_70/pd4am4q/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "you don't have to use it but i was always asking for an opposite of fast mode, cheaper but slower.", "link": "https://www.reddit.com/r/codex/comments/1wuatzt/gpt61_sol_feels_unlimited_because_it_runs_at_20/pd2wbeo/"}, {"agent": "codex", "date": "2026-09-26", "source": "Reddit", "community": "r/codex", "text": "didn’t notice that. i’ve never touched speed and if i had the option i would make mine slower if it meant saving usage!", "link": "https://www.reddit.com/r/codex/comments/1wqhikf/wtf_is_going_on_with_usage_drainage/pc46egw/"}]}, {"theme": "Option to disable thinking or adaptive thinking", "criterion": "models.effort_control", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "adaptive thinking can really cause problems and to make it compulsory is hurting some use cases. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wojkw1/opus_55_is_good_but_still_ignores_protocols_and/pcirspc/"}, {"agent": "claude-code", "date": "2026-09-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can we please, in claude dot ai, get the option to turn off thinking in opus 5 like in claude code when effort is below high?", "link": "https://twitter.com/1932087056437800960/status/2100320608198516933"}, {"agent": "codex", "date": "2026-09-04", "source": "Reddit", "community": "r/codex", "text": "looking at what astra (none) got on frontiermath t4 (higher than 5.6 sol pro max)...\nthey should give us a no thinking option in codex xd", "link": "https://www.reddit.com/r/codex/comments/1w6nf7d/confirmed_bank_reset/p7oobnq/"}]}, {"theme": "Deep thinking reasoning mode", "criterion": "models.effort_control", "authorWeeks": 7, "posts": 8, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "text": "1. why 3.1 had deep think and argon has not\n2. will u add deep think for argon\n3. why no link here though\n4. will u add toggle for spend usage in agy, alternatively to credits", "link": "https://www.reddit.com/r/google_antigravity/comments/1x61dlq/we_are_going_to_be_going_live_on_the_antigravity/pgrerjn/"}, {"agent": "antigravity", "date": "2026-09-27", "source": "Reddit", "community": "r/google_antigravity", "text": "for me as ultra 20 user it is needed, it will be nothing for the quota, also wont harm you to have additional option, at least it will be more useful with the next good enough models", "link": "https://www.reddit.com/r/google_antigravity/comments/1wrn9q5/codex_has_ultra_thinking_level_claude_code_has/pcecsq1/"}, {"agent": "antigravity", "date": "2026-09-27", "source": "Reddit", "community": "r/google_antigravity", "text": "yea that's why i said a fraction of it. i am not against of it being added to antigravity, it's a must at this point.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wrn9q5/codex_has_ultra_thinking_level_claude_code_has/pce1l2h/"}]}, {"theme": "Keyboard shortcuts for switching effort", "criterion": "models.effort_control", "authorWeeks": 7, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it would be amazing if i could change the effort with a shortcut without having to delete the prompt. \nsometimes i've already started writing it, and i need to delete it, change it via /effort, and paste it again. \nshift+up and shift+down, like in codex, for example.", "link": "https://twitter.com/166086230/status/2110336934178587125"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "@richkuo7 @claudedevs +1, typing /model every time i want to swap gets old fast lol", "link": "https://twitter.com/1926651969898246144/status/2105499702280233190"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "keyboard shortcut for changing effort levels and models for claude code please\nthere are 3rd party plugins attempting this and its going to get kind of hacky\n@claudedevs", "link": "https://twitter.com/1884639582211506176/status/2105473038414454811"}]}, {"theme": "Clearer guidance on effort level tradeoffs", "criterion": "models.effort_control", "authorWeeks": 7, "posts": 7, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "would be sick to know what we lose or gain going up or down like more details ideally.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrvhg1/for_those_running_large_mostly_autonomous/pcg6n7z/"}, {"agent": "codex", "date": "2026-09-26", "source": "Reddit", "community": "r/codex", "text": "intersect this w/ the constant mental overhead of deciding the model x reasoning effort and now we're cooking. they're just trying to keep our little brains engaged", "link": "https://www.reddit.com/r/codex/comments/1wr3yev/ive_been_seeing_a_lot_of_comments_circling_around/pc9hxdf/"}, {"agent": "codex", "date": "2026-09-17", "source": "Reddit", "community": "r/ChatGPTPro", "text": "i think by chatgpt pro he means the pro reasoning level in normal chat mode. it would be nice to know how it compares to the different astra reasoning levels in work/codex", "link": "https://www.reddit.com/r/ChatGPTPro/comments/1wi25h8/chatgpt_pro_vs_astra_vs_work_vs_computer_control/pacd4jp/"}]}]}, "models.quality_drift": {"authorWeeks": 495, "themes": [{"theme": "Stop silently degrading model quality", "criterion": "models.quality_drift", "authorWeeks": 108, "posts": 113, "agents": [{"id": "claude-code", "authorWeeks": 59}, {"id": "codex", "authorWeeks": 40}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i would rather chose not degrading models after launch. what's the point of having \"unlimited\" like usage if the output is not even comparable anymore when it was launched? ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7tslm/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs killig it lately guys. i love it. (please dont ever nerf opus 5.5)", "link": "https://twitter.com/1598838075458822144/status/2108529236378103883"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "seriously, dev day was such a joke. hyped up by tibo only to lay an egg with dot after cutting limits in half. dude, f dot and spaces. give us non-nerfed models with privacy and high limits. that’s all i care about. ", "link": "https://www.reddit.com/r/codex/comments/1wzxii9/i_have_to_tell_you_what_resets_really_mean/pemkgsu/"}]}, {"theme": "Restore previous model version or quality", "criterion": "models.quality_drift", "authorWeeks": 78, "posts": 78, "agents": [{"id": "codex", "authorWeeks": 44}, {"id": "claude-code", "authorWeeks": 22}, {"id": "antigravity", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "not a single example audiofile = slop.\nall we want is the old [link] back or a competitor with the exact same good old models and features and settings updated to modern standarts", "link": "https://www.reddit.com/r/codex/comments/1x340s8/codex_is_an_underrated_music_production_tool_ive/ph43xr8/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "you know what will make me addicted? un-nerfed astra and cheaper price of it.", "link": "https://www.reddit.com/r/codex/comments/1x6h0oh/the_reset_system_literally_rewards_you_for_nuking/pgxa4tl/"}, {"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "for the last 24-36 hours big pickle was **incredible**! smart, fast. it was like dancing.\nnow is back to how it was 2 days ago: crawls, stops for minutes before even the \"thinking\".\nand it's quite dumb.\nwhatever you guys did, go back to yesterday! it was perfect!", "link": "https://www.reddit.com/r/opencode/comments/1x5cyn5/big_pickle_worked_great_for_36_hours_now_is_back/"}]}, {"theme": "Smarter higher-quality models", "criterion": "models.quality_drift", "authorWeeks": 64, "posts": 66, "agents": [{"id": "codex", "authorWeeks": 26}, {"id": "antigravity", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 14}, {"id": "cursor", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "jesus, today's update is something for dots, which we can't use in the uk, so that's another pointless offering. just fix the damn models and the base offering then you can add as many toys as you like.\nthe 28-day thing is just annoying me now.", "link": "https://www.reddit.com/r/codex/comments/1x1pgkx/astra_decline/pewzlwo/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "can we just get a model that’s more competent than opus 5.5 now? ", "link": "https://www.reddit.com/r/codex/comments/1wyx5pr/honestly_im_glad_openai_truly_understands_what/pe86wsp/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity chat history is seriously broken\nmessage formating is not polished \nplease make it opus 5.5 level", "link": "https://twitter.com/402577145/status/2107446909267063087"}]}, {"theme": "Consistent model quality over time", "criterion": "models.quality_drift", "authorWeeks": 42, "posts": 44, "agents": [{"id": "codex", "authorWeeks": 34}, {"id": "claude-code", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "we use astra all day and it’s the worst we’ve seen this model. terrible performance and workflows it used to excel in last week.\nwe should be past the whole model nerf and lobotomies… need reliability.", "link": "https://www.reddit.com/r/codex/comments/1x3pifc/what_happened_to_astra/pfeguvp/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "the answer to that question doesn’t matter when usage , model quality and token speed fluctuate and change so wildly on a day to day basis. maybe they should focus on fixing those three first ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf8571t/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "i would settle for predictability. just as a hobbyist, and i understand that we're in an evolving marketplace, but i want something reliable and depandable, that's it, period.", "link": "https://www.reddit.com/r/codex/comments/1wyx5pr/honestly_im_glad_openai_truly_understands_what/pe8fmkz/"}]}, {"theme": "Fix currently degraded model quality", "criterion": "models.quality_drift", "authorWeeks": 40, "posts": 41, "agents": [{"id": "claude-code", "authorWeeks": 25}, {"id": "codex", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "they can fix their lobotomized models first. luna high and sol 6.1 have been absolute trash on codex. (compared to the same models on copilot)", "link": "https://www.reddit.com/r/codex/comments/1wxq5ng/new_tibo_post/pdzvwtt/"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs to be honest, can you look into the degradation issue? because right now, opus5.5 is definitely not performing as well as last week.", "link": "https://twitter.com/885374083520528385/status/2106218713708130341"}, {"agent": "claude-code", "date": "2026-09-30", "source": "X", "community": "@ClaudeDevs", "text": "i know there's a lot of appreciation for sonnet 5.5, it shows upgrade on benchmarks however i have observed a significant decline in comprehension, context retention and thinking abilities since the upgrade. hoping @anthropicai @claudedevs @claudeai will fix this soon", "link": "https://twitter.com/342504876/status/2105181083570774273"}]}, {"theme": "Fix regressions in newer models", "criterion": "models.quality_drift", "authorWeeks": 27, "posts": 27, "agents": [{"id": "codex", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai ima bout to cancel like 7 $200 max subscriptions if yall dont fix grok 4.7\nopus is the only usable ai at this point", "link": "https://twitter.com/942601921860313089/status/2108789129878372505"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "still worse than 5.6 sol. theoretical intelligence might be higher, but practical one is below 5.6. whats worse 6.1 medium started doing mistakes not even 6.0 medium was not doing. we need 6.2", "link": "https://www.reddit.com/r/codex/comments/1wvq11f/gpt61_sol/pdeabpz/"}, {"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "if they fix the crap they did with sol and luna 6, i'm already happy", "link": "https://www.reddit.com/r/codex/comments/1wsgswz/5_things_openai_must_cook_on_at_devday_to_keep_my/pcltbgs/"}]}, {"theme": "Keep current model behavior unchanged", "criterion": "models.quality_drift", "authorWeeks": 22, "posts": 22, "agents": [{"id": "claude-code", "authorWeeks": 15}, {"id": "codex", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "because of how dumb it is. but i still rather have that than older immediately “done” models please don’t go back to that google", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0u1lt/how_it_feels_using_38_flash/peo338x/"}, {"agent": "claude-code", "date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeCode", "text": "all they need to do is leave shit alone. we like opus 5.5. it’s great, stop messing with it. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wtoar4/anthropic_please_dont_fuck_this_up/pcwgxny/"}, {"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "he's not denying 6 sol is basically 5.6 terra max.\ni wish they would stop this nonsense. people need consistency for their work, not relabelled models and magical dev days.\n", "link": "https://www.reddit.com/r/codex/comments/1ws7fk0/more_tweets_from_tibo/pcj1gkn/"}]}, {"theme": "Smarter models at lower cost and tokens", "criterion": "models.quality_drift", "authorWeeks": 19, "posts": 20, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "text": "3.8 flash is a good lightweight model. i have codex delegate tasks to it all the time.\nbut i'm also looking for models that are actually smart and can answer basic questions correctly on a consistent basis.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x33an3/unpopular_opinion_90_of_the_hate_toward_google/pf87u96/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "i signed up for one more month to keep my 20x grandfathered plan, then i'm cancelling for opus 5.5 after unless we get a more intelligent model with better usage than opus 5.5.", "link": "https://www.reddit.com/r/codex/comments/1x0bw8j/anybody_keeping_codex_because_they_have_resets/pejzz3d/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "someone tell him we really only need 2 things -\n- a model at least on par with opus 5.5 in intelligence, token speed and usage allowance. \n- for resets to not advance the normal reset date.", "link": "https://www.reddit.com/r/codex/comments/1wzid9b/the_tibo_28_day_challenge_is_not_really_anything/peeecxd/"}]}, {"theme": "Model quality competitive with rivals", "criterion": "models.quality_drift", "authorWeeks": 18, "posts": 20, "agents": [{"id": "codex", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "i think people have a right to complain. usage limits cut in half, inferior models to the competition, slowest frontier models and now their latest update broke the codex browser on macos. \nwe are customers, not sports fans. ", "link": "https://www.reddit.com/r/codex/comments/1x0dngq/does_anyone_in_this_subreddit_do_anything_besides/pem12r7/"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "well a problem that 6.1 sol couldn’t fix without constant reiteration opus 4.6 fixed it in a single turn. claude is getting too many wins, come on openai give us something to stay(got opus 4.6 through antigravity)", "link": "https://www.reddit.com/r/codex/comments/1wv1fc7/codex_left_90000_temp_files_in_a_nontemp/pd90429/"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "it has to compete with opus 5.5 at both cost and performance, not astra.", "link": "https://www.reddit.com/r/codex/comments/1wtgdlh/better_than_60_sol_i_hope/pctwtdv/"}]}, {"theme": "Disclose changes to served model quality", "criterion": "models.quality_drift", "authorWeeks": 17, "posts": 17, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-26", "source": "Reddit", "community": "r/codex", "text": "brooo now it makes sense why i felt codex was doing way worse than usual yesterday. they should be at least transparent about it as its very sketchy to bill same for sub par model. if this continues i would consider some alternatives. claude code any better?", "link": "https://www.reddit.com/r/codex/comments/1wqjxyy/i_thought_the_model_nerf_posts_were_bullshit/pc5qkvn/"}, {"agent": "codex", "date": "2026-09-23", "source": "Reddit", "community": "r/codex", "text": "that’s my biggest issue right now. they clearly changed something and it’s not the same astra - at the very least be transparent about it. there should be some regulation around this.", "link": "https://www.reddit.com/r/codex/comments/1wo0mmf/copex/pbmab64/"}, {"agent": "codex", "date": "2026-09-21", "source": "Reddit", "community": "r/codex", "text": "they are not only degrading models but they also doing what anthropic did just not disclosing it.\n[link]", "link": "https://www.reddit.com/r/codex/comments/1wmgw7p/codex_usage_and_operation_discussion_last_updated/pb7c3vd/"}]}, {"theme": "No quantized model serving", "criterion": "models.quality_drift", "authorWeeks": 14, "posts": 20, "agents": [{"id": "codex", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "i'd be happy to be told i'm getting a quantized model. i'd let some prompts wait hours for full quant if i could.", "link": "https://www.reddit.com/r/codex/comments/1wuw0hu/capabilities_reduced_until_later_is_way_too_vague/pdb2ohw/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "i'd much rather labs reduce speed over quantizing more. this should be praised.", "link": "https://www.reddit.com/r/codex/comments/1wu8jpo/61_is_so_slow_its_unusable/pd1fqp9/"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "what's the use of billions of token if its running nvfp4 or worse.. need fp8 min", "link": "https://www.reddit.com/r/codex/comments/1wu3l4l/yesterday_i_let_agents_build_on_on_all_my_side/pczo3r0/"}]}, {"theme": "Prioritize model quality over new features", "criterion": "models.quality_drift", "authorWeeks": 11, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux focus on building more stable and efficient models. the codex app is becoming increasingly bloated—a mountain of technical debt, spaghetti code, and pointless feature bloat.", "link": "https://twitter.com/1073769670014951424/status/2111855679782920248"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "i still dont understand what tf dots is\njust make the model better my glip glops", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pex0scm/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "i just moved over to claude for opus 5.5. you get a lot of usage and the model is a beast. i wish openai would improve their models instead of releasing dot and 30 days of minor improvements. if the model sucks, there's no point. ", "link": "https://www.reddit.com/r/codex/comments/1x0xg1z/after_using_opus_55_since_it_released_all_the/peqks5w/"}]}]}, "context.instruction_files": {"authorWeeks": 112, "themes": [{"theme": "Reliable adherence to rules files", "criterion": "context.instruction_files", "authorWeeks": 40, "posts": 44, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "claude-code", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 8}, {"id": "copilot", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-05", "source": "Reddit", "community": "r/opencode", "text": "[link]\nshould i need to rotate my credential it look fishy that it read .env even in [agents.md]([link]) i have say never read .env", "link": "https://www.reddit.com/r/opencode/comments/1wy493j/space_bunny_read_my_credential/"}, {"agent": "cursor", "date": "2026-10-04", "source": "Reddit", "community": "r/cursor", "text": "i already use the hooks and rules. i'll look into bugbot.\ni agree on context and harness engineering. the problem is that cursor's models simply choose to ignore the context be it in the prompt, a skill or plan. the harness also often ignores hooks and rules.", "link": "https://www.reddit.com/r/cursor/comments/1wxkg3e/cursor_no_longer_developer_tool_now_for_vibecoders/pdv8g1h/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have the opposite problem: claude regularly forgets the rules which are pushes are always to a feature branch off of develop. it still tries to push to main once a week.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxi3yd/claude_code_when_you_ask_it_to_push_to_main/pduoadi/"}]}, {"theme": "Automatic loading of instruction and referenced files", "criterion": "context.instruction_files", "authorWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "when a selected rule references another section, load that dependency too. add a case where a path-specific permission has a global exception, so relevance filtering cannot silently drop the exception.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2lvo0/what_ive_been_experimenting_with_giving_jev/pf3nc0a/"}, {"agent": "cursor", "date": "2026-09-26", "source": "Reddit", "community": "r/cursor", "text": "thank you. i feel the same. though i feel like it got worse at reading instruction mdc files but that could just be because the files get bigger and context harder to manage or smth", "link": "https://www.reddit.com/r/cursor/comments/1wqhcse/grok_46_vs_47/pc48jul/"}, {"agent": "antigravity", "date": "2026-09-05", "source": "Reddit", "community": "r/google_antigravity", "text": "its ok i would say following it for me. gemini should follow agents.md from the docs", "link": "https://www.reddit.com/r/google_antigravity/comments/1w7z4iw/how_do_you_deal_with_skill_bloat_they_clutter_the/p808lvw/"}]}, {"theme": "Leaner default instructions and system prompt", "criterion": "context.instruction_files", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "they could just put that into the harness system prompt if they actually believe in it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x966ii/why_does_everyone_disregard_anthropics_best/phinzew/"}, {"agent": "claude-code", "date": "2026-10-05", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you make alert about claude.md size recurring in session ? claude misbehaved and grew file up to 194kb. did not see as it was a long session , saw only when my full week quota died after 18 hours, and restarted claude", "link": "https://twitter.com/86285827/status/2107032613353402470"}, {"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "don't delete it, cut it down. keep what the agent can't find out by reading the code. keep test commands, deploy rules and stuff that broke before. drop the style advice it follows anyway.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wvl904/deleting_claudemd/pdegdjk/"}]}, {"theme": "Configure which instruction files are used", "criterion": "context.instruction_files", "authorWeeks": 6, "posts": 6, "agents": [{"id": "copilot", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "text": "are you sure you didn't disable it by config? you can choose which instructions files you can use\ngithub team: please add this setting to the github copilot app. ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wz98rc/do_devs_read_this_agentmd_file_not_respected/peapf57/"}, {"agent": "cursor", "date": "2026-09-11", "source": "X", "community": "@cursor_ai", "text": "ran into this on every new project tonight @cursor_ai ... something wrong in the system prompt or instructions files. they find it when challenged on not knowing wtf they're talking about, and not being a config option. project was running fable 5.1... [link]", "link": "https://twitter.com/89291422/status/2098292504571650133"}, {"agent": "codex", "date": "2026-09-07", "source": "Reddit", "community": "r/codex", "text": "i’d like the option to keep both in one project too. even if they work differently, having the files and context together would make sense", "link": "https://www.reddit.com/r/codex/comments/1wa47lc/why_cant_codex_be_in_regular_projects/p8fgo4t/"}]}, {"theme": "Global instruction files layered with project", "criterion": "context.instruction_files", "authorWeeks": 6, "posts": 6, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "is it any way to set it up across my github, so i don't have to set it up per repo, i.e. similar to claude?", "link": "https://www.reddit.com/r/codex/comments/1x5hsqm/how_to_trigger_codex_on_github_prissues/pgugf5p/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "in this context, there is one point worth noting: it cannot yet read the global configuration file located at \\`\\~/.codex/agents.md\\`.", "link": "https://www.reddit.com/r/codex/comments/1x2wkid/if_you_use_both_codex_and_claude_code_how_do_you/pf825jy/"}, {"agent": "codex", "date": "2026-09-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "do you have a global claude.md you forgot about? copy it into agents.md, or otherwise ensure codex sees it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wftqej/trying_codex_for_the_first_time_very_frustrating/p9p67z0/"}]}, {"theme": "Native support for standard agents.md files", "criterion": "context.instruction_files", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@sama @sama @thsottiaux also please upgrade the codex cli to be look claude code. i want every company to shift to you models. upgrade your stack to fully integrated into sldc.@thsottiaux for upgrade friction can you add a feature where codex also accepts claude.md", "link": "https://twitter.com/2046207477427892224/status/2099900529795375582"}]}, {"theme": "Per-model and per-agent instruction files", "criterion": "context.instruction_files", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux how about using different codex instructions for different models in codex app", "link": "https://twitter.com/1958907245951164420/status/2096114653508325705"}, {"agent": "codex", "date": "2026-09-04", "source": "Reddit", "community": "r/codex", "text": "this makes me realize that we might need a way to assign [agents.md]([link]) files to specific agents. does that already exist?", "link": "https://www.reddit.com/r/codex/comments/1w6xee6/dont_forget/p7sc2xx/"}, {"agent": "amp", "date": "2026-09-06", "source": "X", "community": "@AmpCode", "text": "there should be a general setting in @ampcode where you can add specific agents.md instructions for openai models vs anthropic models.\nor maybe.. add different additional settings for each model, especially with how new foundational models are trending, like sol vs astra vs fable 5.1 vs opus 5.", "link": "https://twitter.com/1705384263867379712/status/2096539164682629502"}]}, {"theme": "Single shared instruction file across tools", "criterion": "context.instruction_files", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i think keeping one shared rules file makes the most sense. maintaining the same instructions in two separate files seems like unnecessary work.", "link": "https://www.reddit.com/r/codex/comments/1x2wkid/if_you_use_both_codex_and_claude_code_how_do_you/pf8w6ef/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "problem is i don’t want to be tied to a model. i want to have a folder structure that works regardless of which model i’m using at the time. it just orients itself via the documents and instructions and works its way down the tree", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0x6w4/am_i_organizing_my_claude_code_folders_wrong_its/pep5rwg/"}, {"agent": "claude-code", "date": "2026-09-18", "source": "X", "community": "@ClaudeDevs", "text": "@trq212 @claudedevs so i can consolidate all of mine to agents dot md? i had been using symlinks etc. man this is huge if so thank you so much!\nare there standardization coming for .rules and other constructs as well? or was this the most important one.", "link": "https://twitter.com/80302965/status/2101012220297552139"}]}, {"theme": "Raise instruction file size limits", "criterion": "context.instruction_files", "authorWeeks": 3, "posts": 4, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "text": "i have a task that needs about [zip code] bytes rather than [zip code]. i got opus to chop it down to [zip code] to fit, but it'd be ideal to have say 32-40k for the gemini.md system prompt, to allow complexity in multi-faceted requests. i have already broken off a bunch of stuff to skills. my customization budget is only 40% as far as tokens go, but is maxing out on filesize / truncation.\ncheers,", "link": "https://www.reddit.com/r/google_antigravity/comments/1wy1z4e/can_we_get_geminimd_over_24000_bytes/"}, {"agent": "claude-code", "date": "2026-09-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "pretty cool! gonna try it out. it would be even more interesting if this could be configured based on usage limits; like if a small team has claude team plan vs a claude enterprise plan with custom limits, etc. as in, if you could maybe prioritise or sacrifice some areas' instructions based on token budget in a easily configurable way", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wajcug/built_agentric_a_way_to_use_claude_cli_on_web/p8inj3d/"}]}, {"theme": "In-app editing of persistent instruction files", "criterion": "context.instruction_files", "authorWeeks": 3, "posts": 3, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity antigravity 2.0 --&gt; customizations --&gt; rules --&gt; a button to be able to edit the gemini.md (and agents.md) inside of antigravity 2.0 would be wonderful.", "link": "https://twitter.com/862544442/status/2107390664698651016"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "these all seem to work, but i've noticed mine is not persistent (meaning it doesn't continually / proactively remember to do the things i've asked it to continually/proactively handle) &amp; i can't change it's rules, so i always need to remember to reinstruct it after a certain period of time.", "link": "https://www.reddit.com/r/codex/comments/1x5kr1w/sharing_some_dot_tricks_i_was_using_recently/pgn95gn/"}]}, {"theme": "Custom system prompt append", "criterion": "context.instruction_files", "authorWeeks": 2, "posts": 2, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity nice. im hoping for google to win this. feedbacks:\n1) no place to write system/custom prompts or behavior\n2) non existent settings of privacy\n3) paralel windows are not intuitive", "link": "https://twitter.com/1989286762653593600/status/2107434552541278567"}, {"agent": "codex", "date": "2026-09-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@umbrella_uni i wonder if codex cli can append to system prompt like claude code. would be good to set that. how well does astra adhere to this? \nor we have hooks injecting this on user promo submit?", "link": "https://twitter.com/1312268376547323905/status/2098832605974294821"}]}, {"theme": "Nested per-directory instruction file support", "criterion": "context.instruction_files", "authorWeeks": 2, "posts": 2, "agents": [{"id": "claude-code", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": []}]}, "context.instruction_following": {"authorWeeks": 145, "themes": [{"theme": "Reliable adherence to explicit user instructions", "criterion": "context.instruction_following", "authorWeeks": 44, "posts": 44, "agents": [{"id": "claude-code", "authorWeeks": 21}, {"id": "codex", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i'm curious, how should we handle cases where you explicitly tell claude three times what to do, but it still ignores all the instructions and messes things up? can we consider that behavior offensive?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1o1ev/what_is_happening/pew8k94/"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "exactly why i dont trust the thing. fucking machine should do as its told.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pe01h91/"}, {"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "text": "what the hell are you on about? i'm not going to run claude on a container. it was given specific instructions and dev boxes. it was supposed to honor those instructions. simple as that.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wt0qmb/opus_55_max_deleted_my_entire_wsl_home_directory/pcq969o/"}]}, {"theme": "User instructions override system prompt", "criterion": "context.instruction_following", "authorWeeks": 13, "posts": 14, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "agree, claude should do as its instructed and not have triggers that tell me what i should do, as when i provide a task - regarding of its nature, he's the executor, a machine and not a legal/empathy/etc filter. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pdtv57k/"}, {"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "precedence is the bit i want spelled out. if both files exist and they disagree, which one wins, and does it tell you which one it used. two instruction files quietly drifting apart is a worse problem than one file you had to maintain by hand.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wk2q8v/agentsmd_now_supported_in_claude_code/pao6oxl/"}, {"agent": "claude-code", "date": "2026-09-08", "source": "X", "community": "@ClaudeDevs", "text": "what is the obsession with have @claudeai tag itself in my git commits? newer system prompts override my claude.md. i find this annoying and invasive. what other instructions of mine will claude override in the future? @claudedevs", "link": "https://twitter.com/1098835712/status/2097461845850206235"}]}, {"theme": "Respect no-edit and investigate-only instructions", "criterion": "context.instruction_following", "authorWeeks": 7, "posts": 7, "agents": [{"id": "antigravity", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "'just asking, don't do it' should be in default system prompt", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x43kfx/claude_code_in_2025_can_i_run_this_command_claude/pgkvjf3/"}, {"agent": "antigravity", "date": "2026-09-05", "source": "X", "community": "@antigravity", "text": "@antigravity \"first understand how it's done now, do not delete unnecessary loc, think before actually editing something to check whether doing this would benefit or fuck up or not. keep syntax error in mind.\" these make it do the thing better", "link": "https://twitter.com/1518767562032807936/status/2096066617952338153"}, {"agent": "pi", "date": "2026-09-07", "source": "Reddit", "community": "r/PiCodingAgent", "text": "my only issue was it not respecting explicitly being told no writes/implementation. just grabbed the plan mode extension to limit tools during certain turns. thinking doesn’t really bother me since my endpoint is pushing like 80tps and blackhole has completely removed any compaction related dead time.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1w9zp1l/trying_to_tame_qwen_38_27b_pathological/p8fzeds/"}]}, {"theme": "Respect requested output length and style", "criterion": "context.instruction_following", "authorWeeks": 7, "posts": 7, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "no, but it does feel like they made opus 5 dumber to make 5.5. seem smarter while using more tokens. opus 5 now can't even follow simple word length prompts like under 3 lines = you get 6 lines ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wq2j0i/am_i_crazy_or_did_opus_55_already_get_a_bit/pcjn7q6/"}, {"agent": "claude-code", "date": "2026-09-23", "source": "Reddit", "community": "r/ClaudeCode", "text": "it's not fixed before i can configure it.l and make it follow my rules of communication always.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnf1o8/apparently_they_fixed_the_talking_slop_in_opus_55/pbie4lc/"}, {"agent": "claude-code", "date": "2026-09-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "\"my biggest pain point is when models like opus refuse to use it.\"\ni swear, so many people on here have told me to use the concise output style - i tell them i do have it on, but opus doesnt use it. lol", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wbhs2i/give_me_your_trips_and_tricks_to_reduce_verbose/p8q6sa2/"}]}, {"theme": "Honor stated tool and file preferences", "criterion": "context.instruction_following", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": []}, {"theme": "Better intent inference from less detailed prompts", "criterion": "context.instruction_following", "authorWeeks": 4, "posts": 4, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-10", "source": "Reddit", "community": "r/codex", "text": "it should use the users own context to understand what you mean, sol was great at this, and astra is not. complaint is 100% valid.", "link": "https://www.reddit.com/r/codex/comments/1wc5e74/astra_takes_questions_too_literal_lately/p8wlidm/"}]}, {"theme": "Honor negative 'do not' instructions", "criterion": "context.instruction_following", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "every ”do not” phrase is bad for 5.x models. your insturctuons are bad. they dont work properly", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrib98/do_you_feel_that_claude_code_unit_tests_are/pcctfya/"}, {"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i told it to stop saying load-bearing and a few minutes later it said it again but added \"(i know you don't like that word, but it fits here)\". ffs.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wjpk51/opus_52_rumored_to_be_coming_today/pamlsax/"}, {"agent": "claude-code", "date": "2026-09-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i told claude not to offer options like this, ever. always describe and tell me a couple options in plain text, give me your take. i'll usually want to talk about the options, not choose one", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wcr862/claude_offering_pointless_options/p92wxww/"}]}, {"theme": "Consistently reply in requested language", "criterion": "context.instruction_following", "authorWeeks": 3, "posts": 3, "agents": [{"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "text": "in my experience gemini 3.8 became much worse than on release. i'm ukrainian, gemini hase instruction to use only eng/ua language and 3.8 started constantly answeing on russian since last week, randomly in the middle of the conversation.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wywy3i/gemini_4_argon_officially_takes_the_1_spot_on_the/pedr52f/"}, {"agent": "opencode", "date": "2026-09-26", "source": "Reddit", "community": "r/opencode", "text": "for me space bunny can't stop adding chinese, russian, korean characters in the chat, i've already added rules, and it still does it, sometimes it's so stupid that it feels like i'm running a local model", "link": "https://www.reddit.com/r/opencode/comments/1wqcqmi/space_bunny_randomly_had_a_stroke/pc9mf67/"}, {"agent": "opencode", "date": "2026-09-01", "source": "Reddit", "community": "r/opencode", "text": "i've prompted it to always reply in english but it sometimes forgets that and starts replying in chinese", "link": "https://www.reddit.com/r/opencode/comments/1w4hefr/how_to_prevent_deepseek_from_switching_to_chinese/"}]}, {"theme": "Mechanism to update or invalidate rules", "criterion": "context.instruction_following", "authorWeeks": 3, "posts": 3, "agents": [{"id": "claude-code", "authorWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-09-23", "source": "Reddit", "community": "r/ClaudeCode", "text": "the reason behind the rule needs to survive alongside it. “don't restart this process” could mean “we haven't implemented recovery yet” or “this process owns every live session.” those need very different evidence before you remove the restriction. \n \ni'd want the agent to identify the assumption that changed and propose updating the rule. letting it silently decide a rule is obsolete seems like another way to lose the original constraint imo", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wogfpt/the_problem_with_claude_and_rules/pbnnxil/"}]}, {"theme": "Less need for workaround instructions and hooks", "criterion": "context.instruction_following", "authorWeeks": 2, "posts": 2, "agents": [{"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "but somewhat sad having to use so many hooks to compensate for engineering by anthropic.  ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wojkw1/opus_55_is_good_but_still_ignores_protocols_and/pcis1w4/"}, {"agent": "codex", "date": "2026-09-20", "source": "Reddit", "community": "r/codex", "text": "its freaking annoying to have to patch model behaviour with this bloated instructions, i hope they fix it with the next model release.", "link": "https://www.reddit.com/r/codex/comments/1wlp1ll/this_is_how_i_code_now_cringe/pb0q8o0/"}]}, {"theme": "Respect configured iteration and rate caps", "criterion": "context.instruction_following", "authorWeeks": 2, "posts": 2, "agents": [{"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "just the other day i had it doing cycles where it would do a test then a fix then test again, i gave it a cap of three tests and it worked perfect. so i wanted to get more work done overnight i set up the same thing gave it a cap of five, well wouldn't you know it 8 hours later when i got up he's still working, blew through damn near all my usage. i was so pissed", "link": "https://www.reddit.com/r/codex/comments/1wgh9zr/astra_misunderstood_me_pro_20x/p9yf6ui/"}]}, {"theme": "Stop hardcoded values and fake code", "criterion": "context.instruction_following", "authorWeeks": 2, "posts": 2, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": []}]}, "context.clarifying_questions": {"authorWeeks": 67, "themes": [{"theme": "Ask clarifying questions before starting work", "criterion": "context.clarifying_questions", "authorWeeks": 11, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@youdotcom @cursor_ai when the information found contradicts each other, can the agent highlight it first before writing the code?", "link": "https://twitter.com/1518315606830829568/status/2111178956221346185"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "not just only slow, but also stupid that what i think. using cc just only require you clarify your requirements, then it starts to finish your job, but codex does not. ", "link": "https://www.reddit.com/r/codex/comments/1wwta56/are_200_pro_users_also_seeing_codex_become/pez40gs/"}, {"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "stop dictating and start collaborating. treat these frontier models like they are expert consultants. the models are better at prompting themselves than you are. have it ask you questions, understand your expectations, what “done” looks like, etc. ", "link": "https://www.reddit.com/r/codex/comments/1woo8ku/astra_extra_high_in_blender_1010_i_cant_tell_em/pbs5gum/"}]}, {"theme": "Fewer unnecessary or repetitive clarifying questions", "criterion": "context.clarifying_questions", "authorWeeks": 9, "posts": 9, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai charts in the same chat is great. now i just need it to stop me from asking 14 more questions", "link": "https://twitter.com/1286508679391576064/status/2108307115094007966"}, {"agent": "codex", "date": "2026-09-09", "source": "Reddit", "community": "r/codex", "text": "i am using plan mode on sol high, and somehow the model questions started glitching. not only it is stuck on a loop asking the same questions, it started asking bogus stuff. \njust see these images. it's between funny and sad, as it feels sol has developed dementia. \n[link]\n", "link": "https://www.reddit.com/r/codex/comments/1wbhej5/what/"}, {"agent": "codex", "date": "2026-09-08", "source": "Reddit", "community": "r/codex", "text": "it also stops to ask completely unnecessary questions where the task is clear and straightforward. \nsol doesn't do this, so i simply switched back to using sol. astra's intelligence level is not better than sol's.", "link": "https://www.reddit.com/r/codex/comments/1wah1jk/opinion_astra_is_overhyped/p8if1vu/"}]}, {"theme": "Stop and ask when stuck", "criterion": "context.clarifying_questions", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-09-25", "source": "Reddit", "community": "r/opencode", "text": "i dont like the fact that it keeps guessing rather than look for answer and if it doesnt find them to consult me", "link": "https://www.reddit.com/r/opencode/comments/1wocn5s/space_bunny_thoughts/pc1490a/"}, {"agent": "claude-code", "date": "2026-09-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "if i swear at the agent and say, \"this is fucking stupid\", then the last thing i want it to do is rush to fix it.\ni want it to stop and answer questions.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wbaxjh/im_sick_of_claude_acting_like_its_a_person/p8owv18/"}, {"agent": "claude-code", "date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "text": "\"stop and ask my input before doing work arounds\"\notherwise it may be unable to access some api definition and either start a full cyber security army to get it anyway or manually reimplement the whole thing. while it would have been 5 seconds copy/paste for me to put the file in a place he is allowed to read.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wp23t8/what_rule_in_your_claudemd_clearly_has_a_backstory/pbs0ky8/"}]}, {"theme": "Ask instead of guessing on ambiguous input", "criterion": "context.clarifying_questions", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "to be fair claude should just outright deny working in environments where there are no definitive specs. instead it tries to guess and there’s no indication it is working poorly other than after a few days", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x96vua/opus_55_is_sabotaging_my_work/phitxq4/"}, {"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "sure if its so smart, it could have asked specifics like claude does, instead of working 4 fucking hours on a simple portfolio page and generating slop. gemini did way better with exact same prompt in 7min btw. ", "link": "https://www.reddit.com/r/codex/comments/1wpb7an/its_even_worse_than_gemini_flash_at_this_point/pbuiokl/"}, {"agent": "claude-code", "date": "2026-09-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "can we trade ? getting claude to ask a question is like trying to get a toddler to eat his veggies. it will do litterally anything (search the web, launch explore agents, write probe scripts, hallucinate something) rather than ask something i could answer in two sentences. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wd2738/claude_dynamic_workflow_is_very_cool/p92vu0r/"}]}, {"theme": "Clarifying questions during autonomous runs", "criterion": "context.clarifying_questions", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-25", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "why does the codex app ask questions in non-plan mode without blocking? there's no time to answer before it just goes with the default recommendation. so what the hell is the point of asking?", "link": "https://twitter.com/1901648131630280704/status/2103484594670784986"}, {"agent": "codex", "date": "2026-09-09", "source": "Reddit", "community": "r/codex", "text": "they need to be designed to pause regularly and ask for feedback/guidance in a hitl setup, not autonomous drones that compound their mistakes, hallucinations, and assumptions the longer they run.", "link": "https://www.reddit.com/r/codex/comments/1wah1jk/opinion_astra_is_overhyped/p8sj541/"}, {"agent": "codex", "date": "2026-09-07", "source": "Reddit", "community": "r/codex", "text": "it's not an ambiguity though i think i did misuse /goal a bit, i said i'd verify the changes manually (quicker than having it write like 500 unit tests) and then got it stuck in a loop since it can't ask questions in goal mode (i think)", "link": "https://www.reddit.com/r/codex/comments/1w9my9c/finally_figured_out_why_goal_used_100_of_my_usage/p8bjt1c/"}]}, {"theme": "Dedicated interactive question UI with free-text answers", "criterion": "context.clarifying_questions", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "so what claude has had for months where we hit tab then enter and it'll answer itself", "link": "https://www.reddit.com/r/codex/comments/1x1towq/new_prediction_feature/pewodcv/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity - when plans need decisions, explicitly ask the questions as inputs in the chat\n- when the agent makes changes, loads of files get \"accept changes\" options... even tough when i run the app locally all the changes are visible.", "link": "https://twitter.com/2222141/status/2107563125507567887"}, {"agent": "amp", "date": "2026-09-25", "source": "X", "community": "@AmpCode", "text": "@ampcode curious why amp doesn't have any question/answer tools the model can use. having instances where the modal outputs a big explanation then in the last sentence: may i do that?\ni sometimes miss that it's asking at all! a ui question tool would make that al ot more obvious.", "link": "https://twitter.com/5444392/status/2103600382303944750"}]}, {"theme": "Wait for answer before proceeding", "criterion": "context.clarifying_questions", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "with the flood of messages it's sometimes easy to miss a question. i don't want claude to interpret that as answer or consent to do anything", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6yx5z/tried_opus_55_after_months_on_fable/pgzsfjk/"}, {"agent": "opencode", "date": "2026-10-02", "source": "Reddit", "community": "r/opencodeCLI", "text": "would be nice to let the agent tag whether a question is blocking or not", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wvnspt/i_made_a_plugin_so_opencode_questions_dont_wait/pddncv8/"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs will this stop a run and wait for me to answer or pick something?", "link": "https://twitter.com/2094823948865138688/status/2106165300861259929"}]}, {"theme": "Agent-initiated voice calls for questions", "criterion": "context.clarifying_questions", "authorWeeks": 2, "posts": 2, "agents": [{"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "did they really?? honestly the dot feature was worse than my automation loop with the voice chat feature. it had great potential though. i want them to add the tool call for a thread to call you. if any of my threads could call me via the chatgpt app when they have a question i’d improve my workflow even more. 6.1 sol is really good at managing and working from voice calls but until i finish locking down the skill files it still drifts a bit.", "link": "https://www.reddit.com/r/codex/comments/1ww8yo6/in_loving_memory_of_codex_dots_10126_10226/pdinav6/"}]}]}, "context.long_context_decay": {"authorWeeks": 90, "themes": [{"theme": "Larger context window", "criterion": "context.long_context_decay", "authorWeeks": 44, "posts": 47, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 7}, {"id": "kiro", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @leerob any chance to set 500k default context in grok 4.7 model on cursor with no 2x pricing? 🙏", "link": "https://twitter.com/1524828212081074176/status/2111209647122305390"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "whaaa. i didn't know that lol. thanks a lot. i would like to bump astra to a higher context.", "link": "https://www.reddit.com/r/codex/comments/1x3n28b/day_7_tibo/pfdp41w/"}, {"agent": "codex", "date": "2026-10-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux tibo, did you overlook the codex cli users? i carefully checked the model cache, and the context size is still 272k.", "link": "https://twitter.com/1911983254632292352/status/2109668509303373936"}]}, {"theme": "Instructions persist through long sessions", "criterion": "context.long_context_decay", "authorWeeks": 24, "posts": 25, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-03", "source": "X", "community": "@cursor_ai", "text": "@openai: we need a way to create plan documents as first-class citizens in codex.\ncontext rot erodes our ability to effectively build and maintain a long-term plan over a long session. that's something you could learn from the folks at @cursor_ai.", "link": "https://twitter.com/15487120/status/2106490818295152642"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the useful version flags the constraint claude dropped three turns ago in a tool log, not a restatement of the last paragraph.", "link": "https://twitter.com/1667827210328363008/status/2106193213912739948"}, {"agent": "antigravity", "date": "2026-10-02", "source": "Reddit", "community": "r/google_antigravity", "text": "it is happening constantly on ide 2.5.5, you can continue the chat but it lost context and has to figure out everything again.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wvrcb2/have_we_all_just_accepted_antigravitys_server/pdfbklf/"}]}, {"theme": "1M token context window option", "criterion": "context.long_context_decay", "authorWeeks": 19, "posts": 19, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs what about real 1m contexts and your timeouts on your own tools within a chat session ?", "link": "https://twitter.com/1413849052123369472/status/2111919005749399679"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "i need the 1m i hated the 200k on codex. how is 200k enough for you? i have that full in 20 minutes", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x40hlw/hows_1m_context_window_now/pffna96/"}, {"agent": "cursor", "date": "2026-10-09", "source": "Reddit", "community": "r/cursor", "text": "indeed, auto era is coming back it seems.. the last holding grudge is it not being 1m token.. for the rest of it, i love it, thanks for being back to your prime", "link": "https://www.reddit.com/r/cursor/comments/1x1p1j9/auto_is_starting_to_be_on_my_rooster/"}]}, {"theme": "Fix slowdowns in long sessions", "criterion": "context.long_context_decay", "authorWeeks": 9, "posts": 10, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux please fix the codex app on windows. when i leave it open for more than 2 days my computer starts lagging/suttering. this doesn't happen when i use claude code.", "link": "https://twitter.com/1674776000712802305/status/2108782725553344826"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i tried launching codex from dots and doing things like the claude code project and the cursor project, but for some reason, the codex app keeps getting heavier infinitely. i think i'm escaping quite a bit to codex cloud, but why...", "link": "https://twitter.com/1815685304759828480/status/2106199100660334689"}, {"agent": "codex", "date": "2026-09-21", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@moiiikaaa the codex app gets sluggish over time, badly needs optimization for long running sessions", "link": "https://twitter.com/307782904/status/2102065527531454733"}]}, {"theme": "Better output quality at long context", "criterion": "context.long_context_decay", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "whole lotta cope from you and many others in this thread.\nto ask for more is only natural for this technology.\nto get up-to-250k performance up to a million tokens (with a 2 million token context window) would be a true game-changer.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2vb0y/2_million_context_window/pf5y377/"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "if the context is under 100k, it works tolerably well. above that, it’s a nightmare.", "link": "https://www.reddit.com/r/codex/comments/1wwsu14/61sol_is_recordbreakingly_slow_today/pdndfs3/"}, {"agent": "codex", "date": "2026-09-22", "source": "Reddit", "community": "r/codex", "text": "[link]\n[link]\nokay, i understand it's cheaper now. but i was expecting more, at least the long-term context issue (the new upgrade helps astra-6 retain 96.3% of its 500k-1m context) doesn't seem to be applied to sol/luna-6.", "link": "https://www.reddit.com/r/codex/comments/1wnhmfd/basically_its_just_cheaper_solluna6_even_has/"}]}, {"theme": "Automatic context management near limits", "criterion": "context.long_context_decay", "authorWeeks": 6, "posts": 6, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-03", "source": "Reddit", "community": "r/ClaudeCode", "text": "but at some point that main session will also fill up, then what? we need a proper solution to this. i’m guessing a future built-in /goal will do this automatically. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wwynj8/has_anyone_managed_to_set_up_an_auto_clear/pdpd8ea/"}, {"agent": "codex", "date": "2026-09-23", "source": "Reddit", "community": "r/codex", "text": "better context management, long running tasks, and speed of execution.", "link": "https://www.reddit.com/r/codex/comments/1wnsg05/give_luna_6_a_shot/pbkqbrx/"}]}, {"theme": "Effective context matching advertised size", "criterion": "context.long_context_decay", "authorWeeks": 3, "posts": 3, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-07", "source": "Reddit", "community": "r/opencode", "text": "100k context window is 80k-90k effective. basically claude code need to be rewritten for smol agents", "link": "https://www.reddit.com/r/opencode/comments/1x03mvq/anthropic_just_introduced_claude_haiku_55/peinmce/"}]}, {"theme": "Preserve task state across interruptions", "criterion": "context.long_context_decay", "authorWeeks": 2, "posts": 2, "agents": [{"id": "codex", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "it does, so does claude and every other model. its thoughts just get erased, lost like 30 minutes worth of thinking by just saying \"how's the progress\" with esc", "link": "https://www.reddit.com/r/codex/comments/1x1063x/probably_no_reset_on_day_4/pewp4d5/"}, {"agent": "devin", "date": "2026-09-10", "source": "X", "community": "@cognition", "text": "@cognition the landline framing is fun, but the real product test is whether voice keeps the agent’s task state intact across interruptions. if it can resume cleanly after a vague “actually, change that,” that’s a serious ux win.", "link": "https://twitter.com/2010090909644230656/status/2098181518652830066"}]}]}, "context.compaction": {"authorWeeks": 324, "themes": [{"theme": "Compaction preserves critical task context", "criterion": "context.compaction", "authorWeeks": 23, "posts": 23, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs haiku doing compactions is the part i'd watch.\nif the summary quietly drops one constraint, opus inherits the wrong premise and builds on it with full confidence.\ncan you pin what a compaction must keep, or is it all up to the summarizer?", "link": "https://twitter.com/1486209719740289024/status/2108000144100581627"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity improve the compaction. chat truncation is really bad. whereas the likes of cline almost has “infinite” memory in a single chat session. also fully leverage gemini’s token limits before compaction", "link": "https://twitter.com/2492820605/status/2107459763151782186"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've had that for \"preserve everything you did and why for each step of the plan\" in /compact", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wx3k1c/be_careful_what_you_wish_for/pdrgras/"}]}, {"theme": "Manual compaction command and timing control", "criterion": "context.compaction", "authorWeeks": 20, "posts": 21, "agents": [{"id": "antigravity", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 7}, {"id": "cline", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-28", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudeai we need a \"compact after this turn\" option. \nsometimes i'm away for a bit, then get bit with a non-cached compaction. [link]", "link": "https://twitter.com/58914498/status/2104387956144271362"}, {"agent": "antigravity", "date": "2026-09-20", "source": "Reddit", "community": "r/google_antigravity", "text": "i'm waiting for the ability to compact a conversation or like a branch new conversation feature 💔", "link": "https://www.reddit.com/r/google_antigravity/comments/1wk1y1u/antigravity_2_release_v2150/paxe0he/"}, {"agent": "antigravity", "date": "2026-09-19", "source": "X", "community": "@antigravity", "text": "@tigerjpeg @antigravity hey please improve antigravity it lacks a lot of features like computer use design mode and a lot of basic commands like fork compact etc feels bare 🦴 and ide has not received update for a month", "link": "https://twitter.com/2044713468931031040/status/2101359368688324765"}]}, {"theme": "Less frequent compaction", "criterion": "context.compaction", "authorWeeks": 19, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "this feel like old advice. i run agentic coding flows, and see 500-600k as a more sensible limit. 300k limits would be hit really fast, and compact too often ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ubas/i_counted_122_compactions_in_my_claude_code_logs/peu5jwu/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "no, not takes. i am running out of 280k of context very fast. so compaction again and again. just a massive codebase.", "link": "https://www.reddit.com/r/codex/comments/1wyocbj/context_limit_at_258k_tokens/pe95ezp/"}, {"agent": "zed", "date": "2026-09-30", "source": "Reddit", "community": "r/ZedEditor", "text": "anyone figured out the config to use claude with a 1m context? too much compacting", "link": "https://www.reddit.com/r/ZedEditor/comments/1wu335x/whats_the_configuration_built_upon/pczprxs/"}]}, {"theme": "Configurable auto-compaction threshold", "criterion": "context.compaction", "authorWeeks": 18, "posts": 18, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "text": "the long context window thing is such a propaganda that google is playing, in antigravity the context get auto compacted at 25% of the context window and like that too mid execution with no hooks or anything for control....", "link": "https://www.reddit.com/r/google_antigravity/comments/1x33an3/unpopular_opinion_90_of_the_hate_toward_google/pf9syfm/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeAI", "text": "yeah, claude code really ties your hands here. any other harness lets you specify your compaction threshold and how detailed you want it. you essentially get all that manual busywork done for free, in one long searchable session. ", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wui0hj/can_you_force_claude_to_write_a_handoff_md_file/pd5k3p2/"}, {"agent": "zed", "date": "2026-09-30", "source": "Reddit", "community": "r/ZedEditor", "text": "you need to set the trigger lower (45%-50%), sometimes it will blow through its window before it can compact. and when it gets close to 50% you should just run it manually anyways. /c", "link": "https://www.reddit.com/r/ZedEditor/comments/1wb0yeo/local_llm_compaction_issue_guidance/pd0qmfh/"}]}, {"theme": "Cheaper compaction with lower usage cost", "criterion": "context.compaction", "authorWeeks": 16, "posts": 16, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "compacting costs tokens, and i dont need old context in chat.\ni edited my post with much more information\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ya1v/holy_fucking_shit_this_is_amazing/pfbvjmp/"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "[link]\nthis is astra in claudecode \nthe only problem is the price of compactions...", "link": "https://www.reddit.com/r/codex/comments/1wxzzbi/quasinative_claude_support_in_codex_anyone/pdzg09b/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "it’s always been the system auto-burning a serious amount of tokens in compacting as i exceed context windows. especially if it needs to compact a second or third time. yet, i never thought to reduce the output.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxd1xr/embarrassing/pdtq3l4/"}]}, {"theme": "Fix compaction bugs, loops and crashes", "criterion": "context.compaction", "authorWeeks": 14, "posts": 15, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": ".@cursor_ai @leerob @poteto pls tag/share with folks who work on the ide\ncursor has a weird bug with compaction/summarizing when model \"auto\" is selected\ncontext x% -&gt; /summarize -&gt; compacts -&gt; next turn -&gt; context (x + y)%\nnote: enterprise plan", "link": "https://twitter.com/1309695877888368640/status/2109993433096130628"}, {"agent": "antigravity", "date": "2026-09-26", "source": "Reddit", "community": "r/google_antigravity", "text": "stop piling up useless enhancements… get basic harness fixed plz .. basic things like compaction and auto-approval are the only thing we need", "link": "https://www.reddit.com/r/google_antigravity/comments/1wdrp1g/antigravity_20_release_v2130/pc5r8ps/"}, {"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs no one wants to stop, if anything we want to keep going with auto-compact.", "link": "https://twitter.com/1860080142355406848/status/2103915314333225279"}]}, {"theme": "Better compaction summary quality", "criterion": "context.compaction", "authorWeeks": 13, "posts": 13, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "pi", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "a handover skill with plan mode + clear context is honestly extremely underrated. \nkilo code actually pioneered this. \nnot sure why claude code (cc) hasn't implemented this yet. \ncc native compact is lossy and vague, and should be phased out altogether.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wv9jxk/nerf_fixed/pd9ztbx/"}, {"agent": "pi", "date": "2026-09-27", "source": "Reddit", "community": "r/PiCodingAgent", "text": "curious as well.\ni've been reading good things about codex compaction enhancements recently. would be nice to port some of that over to pi if possible.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wrq50c/new_session_handoff_vs_compact_which_do_you_prefer/pcettr9/"}, {"agent": "pi", "date": "2026-09-22", "source": "X", "community": "@pidotdev", "text": "@pidotdev remote control native support. better compaction. human-writing like :)", "link": "https://twitter.com/89646598/status/2102407468450296138"}]}, {"theme": "Configurable context window size", "criterion": "context.compaction", "authorWeeks": 13, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 4}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "we complain because you could always change it to 500k and sol in codex was supposed not to cost more for longer context already. so what happened they just updated one default config value. superb update. :/", "link": "https://www.reddit.com/r/codex/comments/1x3n28b/day_7_tibo/pfe3lgg/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "there is a setting, please for the love of god make it around 300k max", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ubas/i_counted_122_compactions_in_my_claude_code_logs/peoy8ag/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "is there a way to reduce the context window max size to like 256k?", "link": "https://www.reddit.com/r/codex/comments/1x054pd/so_i_just_tried_opus_55_and_compared_it_on_the/pei6kky/"}]}, {"theme": "Toggle to disable auto-compaction", "criterion": "context.compaction", "authorWeeks": 12, "posts": 13, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "have also noticed it recently doing this just before the cache would go stale. need to figure out how to turn it off. was at like 22% context window and it compacted.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x44yiu/has_anyone_noticed_sessions_autocompacting/pfhlhfz/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i hate it. i disabled after it screwed my first conversation, but it shouldn't be on by default.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2vc7g/just_noticed_this_wonderful_gem_in_my_cli_windows/pf5ugln/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "pretty cool, but i’d love a toggle for this. auto-compacting is great until it decides to throw away context you actually wanted to keep lol", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2vc7g/just_noticed_this_wonderful_gem_in_my_cli_windows/pf5qa9x/"}]}, {"theme": "Idle compaction before prompt cache expires", "criterion": "context.compaction", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 5}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "feature idea @claudedevs: when claude is idle and the cache is about to expire and the context is almost full, do auto compaction. so you don't have to pay for new cache write, just to do compaction afterwards anyway", "link": "https://twitter.com/252090733/status/2110001002027905300"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can we please have a timer based setting/hook. where when a session cache is about to expire, it can automatically trigger a compaction.", "link": "https://twitter.com/817323653457125376/status/2109921297304375736"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "ah my tired eyes understood \"cowork\" as in claude. though good context hygiene still improves things in work codex. another oke would be compacting when you will pause a session for more than 1h and will resume later and context is above 80k tokens used", "link": "https://www.reddit.com/r/codex/comments/1x054pd/so_i_just_tried_opus_55_and_compared_it_on_the/peikkcw/"}]}, {"theme": "Visible compaction summary and context usage", "criterion": "context.compaction", "authorWeeks": 12, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "i want to see how much context agent left why it wont let me see it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgzd012/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "it bewilders me as well, but i do believe it happens... just wish we could see the nonsense they've pumped into tbe context lol", "link": "https://www.reddit.com/r/codex/comments/1x3z3rb/new_context_is_working_so_well/pger7ok/"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i'd add labels to the big jumps: file reads, tool output, or conversation. knowing the window is filling up is useful; knowing which step filled it would help decide whether to narrow a search or start a fresh thread.", "link": "https://twitter.com/2180560289/status/2106010559862968751"}]}, {"theme": "Automatic compaction enabled by default", "criterion": "context.compaction", "authorWeeks": 11, "posts": 11, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-30", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "the setting for compressing local chat history has appeared in the chatgpt / codex app. i think this is an item that should be turned on [link]", "link": "https://twitter.com/3830241/status/2105422793349452180"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@antigravity i think it's time to launch \"context compression/compact\".", "link": "https://twitter.com/2062347810155134976/status/2103788253182558652"}, {"agent": "claude-code", "date": "2026-09-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "this is common sense, isn't it? but i think it's a bug to require the general public to have a compact every time.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w5m3rp/probably_found_why_fable_51_eats_the_5h_limit/p7h9xdf/"}]}]}, "context.session_memory": {"authorWeeks": 350, "themes": [{"theme": "Built-in persistent memory across sessions", "criterion": "context.session_memory", "authorWeeks": 58, "posts": 60, "agents": [{"id": "claude-code", "authorWeeks": 23}, {"id": "codex", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs faster turns are great. the next speed-up is the human one: starting a session already knowing the role, the stack and the house rules. less re-explaining every morning, more shipping.", "link": "https://twitter.com/2110806845271027712/status/2111222276242706684"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "persistent context (doesn't disappear after finished task), i believe, and the ability to \"talk\" between them.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2k7dz/if_you_dont_have_access_to_claude_code_projects/pf5n4xc/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs make \"projects\" a long-term conversation, the real value is that the context no longer needs to be repeated every time. the key is how it handles conflicts and expiration of cross-session memory.", "link": "https://twitter.com/1038483863360557056/status/2109103293469192510"}]}, {"theme": "Search past conversations", "criterion": "context.session_memory", "authorWeeks": 47, "posts": 48, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 11}, {"id": "antigravity", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@yourgolddwarf @_mohansolo @antigravity the real issue isn’t open source it’s workflow friction. \nincremental history search should be table stakes for agent clis; good ux means fewer context switches, not more panels.", "link": "https://twitter.com/2063704441619140608/status/2111738892634542525"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "i really dislike starting new chat threads for ai agents.\nthere should just be one continuous interaction that remembers your full history and automatically retrieves relevant context when needed.\nplease build this @trq212 @claudedevs @claudeai @anthropicai \n#only_one_chat", "link": "https://twitter.com/1412083790005129220/status/2111502938816631223"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "why are we still only with cross conversation read and no cross conversation write yet? this is necessary for having more management for context and workflows and so on", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgz6j9t/"}]}, {"theme": "Automatic session handoff summaries", "criterion": "context.session_memory", "authorWeeks": 34, "posts": 36, "agents": [{"id": "claude-code", "authorWeeks": 20}, {"id": "codex", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "it causes information loss and possible regressions for the new sessions. modify it to make it comphrensive", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x776ms/auto_handoff_are_the_best_new_feature/ph285mn/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity hi 👋,\njust came across an issue - when you delete a worktree in git, you have no choice than to delete the associated \"chat\". it would be nice to have an option to transfer the context to another worktree.", "link": "https://twitter.com/1471445151423868932/status/2107512997728153865"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "a handover skill with plan mode + clear context is honestly extremely underrated. \nkilo code actually pioneered this. \nnot sure why claude code (cc) hasn't implemented this yet. \ncc native compact is lossy and vague, and should be phased out altogether.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wv9jxk/nerf_fixed/pd9ztbx/"}]}, {"theme": "Shared memory across different agent tools", "criterion": "context.session_memory", "authorWeeks": 21, "posts": 22, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 6}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "will @cursor_ai agents ever be able to reference @bot sessions, i want my cursor coding agent to know bot context and actions that were most recently done", "link": "https://twitter.com/1189092726404288512/status/2110522468247179617"}, {"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @cursor_ai add some kind of minimal db support for bots. i should not have to connect or start a service for notion, or other, just to get some kind of cross agent data store. object db, no sql, index db, or other ideas.", "link": "https://twitter.com/1083235017013239808/status/2109637792800346321"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/vibecoding", "text": "would be nice to pull context from claude code/codex into a shared system that works across the board that works. i keep switching between codex and cc, can really use a shared mem system.", "link": "https://www.reddit.com/r/vibecoding/comments/1x30gr1/im_building_an_open_protocol_for_sharing_memory/pf79ava/"}]}, {"theme": "Auditable reversible memory changes", "criterion": "context.session_memory", "authorWeeks": 20, "posts": 21, "agents": [{"id": "devin", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-08", "source": "X", "community": "@cognition", "text": "@cognition 'remove stale records' is the sentence i'd want a diff for. memory that silently rewrites itself across sessions is how a clean approval turns into a batched one six weeks later. versioned and auditable or it's just vibes with a schema.", "link": "https://twitter.com/372889273/status/2108245596717133950"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@cognition can i review and revert the overnight memory changes?\nan inferred preference needs a way to correct it when devin gets it wrong.", "link": "https://twitter.com/1898512810272763904/status/2107567161229377558"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@cognition i'd want the overnight rewrite as a diff.\nif dreaming commits memory changes straight in, nobody sees why the agent started behaving differently on monday. a reviewable pr for memory would make teams trust it.", "link": "https://twitter.com/2040696623764766720/status/2107489519985688794"}]}, {"theme": "Persistent project-level memory", "criterion": "context.session_memory", "authorWeeks": 16, "posts": 16, "agents": [{"id": "claude-code", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "i do think the project memory would be handy. now i have to manage storing my briefs, lessons learnt, and decisions at the right place and making sure claude actually finds it. so this projects feature would remove that cognitive burden", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5n490/how_to_use_claude_code_projects_effectively/pgnyb7d/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "if it would be able to access projects and project memory that would be peak.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzxbtn/claude_chat_just_got_so_much_better/pej7d4v/"}, {"agent": "opencode", "date": "2026-09-24", "source": "X", "community": "@opencode", "text": "really enjoying @opencode. i’ve been using gbrain to persist project decisions and context across sessions. what are people using, and what has actually worked well? @thdxr any plans for built-in memory?", "link": "https://twitter.com/385457565/status/2103017169944727720"}]}, {"theme": "Scoped memory by repo, task or global", "criterion": "context.session_memory", "authorWeeks": 11, "posts": 13, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "how do you scope a verified fix to the versions and conditions in its repro? i'd want the agent to see 'passed on this setup' alongside the test output, so it doesn't treat an old fix as current advice after a dependency upgrade.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8soon/made_an_mcp_server_so_claude_code_stops_resolving/phfn60t/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i usually add the .md files to gitignore, sometimes i wouldn't want some context to be added to it's memory. is there a gatekeeping sort of a mechanism in place?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1vju8/how_you_share_contexts_between_agents/pex5aul/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs read-only slack and github tokens for the scheduled run, and nothing else. is memory per agent, or can i point it at a file in the repo?", "link": "https://twitter.com/2100785586101731328/status/2108386873119048114"}]}, {"theme": "Forgetting and expiring stale memories", "criterion": "context.session_memory", "authorWeeks": 11, "posts": 11, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs one test i'd add: remove access to a source after the agent has saved it in memory, then run the next scheduled update. does that old context still appear? that seems worth checking before posting summaries into a channel with a different audience.", "link": "https://twitter.com/1720792066488401920/status/2108392774659956820"}, {"agent": "devin", "date": "2026-10-06", "source": "X", "community": "@cognition", "text": "@dabit3 @dabit3 i'd want memory confidence to fade at different rates. food preferences can age faster than language preferences. how does @cognition's dreaming handle a memory that's getting stale when nothing new has contradicted it?", "link": "https://twitter.com/23100338/status/2107454593076748460"}, {"agent": "claude-code", "date": "2026-09-17", "source": "X", "community": "@ClaudeDevs", "text": "@buburdin @claudedevs lol yes, but they keep updating \"context\" about you without any disposal dates. and give you creepy notifications like \"context updated: wife\".", "link": "https://twitter.com/718427679125598208/status/2100593921071940009"}]}, {"theme": "Projects feature with shared context across threads", "criterion": "context.session_memory", "authorWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "part of me feels like it could be a design flaw with its single long chat thread and internal compaction. \ni wish we could set the multiple purpose-built dots like you can with grok bots", "link": "https://www.reddit.com/r/codex/comments/1x209ei/tried_dot_for_1_week_and_it_won_me/pf18562/"}, {"agent": "codex", "date": "2026-09-25", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@theo seeing generated images in chat - i do lots of automated app testing. love seeing what the agent is doing while he goes. codex app works best here. \nanother thing which would be nice is create projects, with custom context for handling multiple threads.", "link": "https://twitter.com/2012897420955242496/status/2103391499979309246"}, {"agent": "claude-code", "date": "2026-09-23", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @amorriscode awesome! now give the cli some projects juice", "link": "https://twitter.com/3095721641/status/2102906350972141599"}]}, {"theme": "Self-improving skills and instruction files", "criterion": "context.session_memory", "authorWeeks": 9, "posts": 11, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "why doesn't the harness just suggest or do this stuff automatically? they already monitor whether you're trying to make a super virus, can't they also detect when you're doing something stupid with context?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x966ii/why_does_everyone_disregard_anthropics_best/phim9cj/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "why doesnt @claudeai @claudedevs and @chatgpt release an ambient sub-agent that is continually analyzing local traces and spans and optimizing my skills and claude.md/agents.md file while suggesting auto-evals based on prompting patterns and data patterns ?", "link": "https://twitter.com/67338503/status/2107525295788159435"}, {"agent": "antigravity", "date": "2026-09-30", "source": "Reddit", "community": "r/google_antigravity", "text": "make it create a skill that memorizes all the basic principles of conversations in a journal folder with monthly .md files.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wu33gq/any_way_to_preserve_all_created_conversations_ever/pd0rkb1/"}]}, {"theme": "Persistent task and progress tracking", "criterion": "context.session_memory", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the live to-do list is the part i'd want to outlive the session. once the plan's items live somewhere outside the chat, the recap card can point at them and the next session starts from the list instead of from a summary", "link": "https://twitter.com/1100514677971447808/status/2110730602634756478"}, {"agent": "codex", "date": "2026-09-25", "source": "Reddit", "community": "r/codex", "text": "a jira board? i can’t even get the thing to maintain a markdown file. ", "link": "https://www.reddit.com/r/codex/comments/1wq7eg5/its_not_just_sol_6_thats_bad_though_astra_aint_no/pc26jjf/"}, {"agent": "cursor", "date": "2026-09-16", "source": "X", "community": "@cursor_ai", "text": "@web3withsingh @cursor_ai natural language to a structured report needs a ranked source step, not just summarize. persist task state in postgres so retries do not redo the whole search.", "link": "https://twitter.com/2026279107617787904/status/2100195846599954867"}]}, {"theme": "Persist run artifacts and failed approaches", "criterion": "context.session_memory", "authorWeeks": 7, "posts": 7, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-13", "source": "X", "community": "@antigravity", "text": "@antigravity two days across 17 languages is wild. the part i'd want written down is what each agent logged so the next language run didn't restart from the brief, otherwise you're just paying for the same calibration 17 times", "link": "https://twitter.com/2094552243181588480/status/2110154447477481657"}, {"agent": "pi", "date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "text": "for jobs that outlive their parent session, save the model, thinking level and loaded skill versions alongside the result. a later session can then tell which configuration actually produced it.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x3b00i/pimultiagentskill_minimalist_subagents_approach/pf9k1yy/"}, {"agent": "claude-code", "date": "2026-09-19", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cloud threads are convenient; they also make provenance non-optional. persist exact prompts, tool outputs, checkpoints, and failed branches, with a human-approved rollback path before a coordinator resumes unattended. disagree?", "link": "https://twitter.com/1610030489238401026/status/2101351754080178491"}]}]}, "context.codebase_retrieval": {"authorWeeks": 86, "themes": [{"theme": "Multi-repo and multi-folder workspaces", "criterion": "context.codebase_retrieval", "authorWeeks": 17, "posts": 17, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-17", "source": "X", "community": "@zeddotdev", "text": "@code workspaces are such a great feature. it just make switching between repo very very easy. i wish every code editor must add it. \n@zeddotdev has projects but i still had to write script to make it work somewhat like vscode.", "link": "https://twitter.com/1746242198331707392/status/2111483098609438908"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs and fucking impossible to use more folders/projects in one thread, which i was able to do two hours ago", "link": "https://twitter.com/1227241808255541248/status/2110485360023118333"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@lydiahallie @argofowl @claudedevs kinda sucks that it isn’t as centralized/simple as dots. i still have to create a separate “project” for all of my projects instead of just one chat that can work on any of them", "link": "https://twitter.com/1986169489772453893/status/2110107862336696597"}]}, {"theme": "Targeted codebase retrieval", "criterion": "context.codebase_retrieval", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity add plug-ins and plungin creation\n2nd improve its backend harness to stop over searching", "link": "https://twitter.com/1801918821193621504/status/2107437488281436463"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "right like i want it to merge a couple prs and it will review my entire codebase first like bruh", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ws4qmd/anyone_else_does_30_hours_of_unattended/pd538ff/"}, {"agent": "cursor", "date": "2026-09-24", "source": "X", "community": "@cursor_ai", "text": "@spolen23 @cursor_ai selective tools help. overnight bleed is still the full repo in context. persist outside the chat and pull the matching slice per turn.", "link": "https://twitter.com/2068373412322451457/status/2103143044354543972"}]}, {"theme": "Reuse existing code instead of reinventing", "criterion": "context.codebase_retrieval", "authorWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 5}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "add a feature that searches github for shit that already exists in 19 other forms", "link": "https://www.reddit.com/r/codex/comments/1wz1955/im_building_hellhound_codex_claude_code_in_one/pe7iwge/"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "can you tell me more? i essentially want to insist that claude checks if the requested component is available in my sdk before trying to freehand something", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wybijm/can_someone_recommend_a_claude_workflow/pe18f04/"}, {"agent": "codex", "date": "2026-09-11", "source": "Reddit", "community": "r/codex", "text": "i haven't actually had my agents come and say \"this app exists out there, take inspiration from it\" much at all, ever. i wish they were more tuned in to doing that unprompted, it would create better results from vibe coding and surely reduce the slop", "link": "https://www.reddit.com/r/codex/comments/1wcfboo/training_astra/p96lx21/"}]}, {"theme": "Built-in native codebase index", "criterion": "context.codebase_retrieval", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "augment", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-23", "source": "Reddit", "community": "r/cursor", "text": "agree cursor has the best overall integrated agentic workflow. even more so now with grok bot. if only they could make origin codebase easy to use, improve the mobile app, and get a proper frontier model ", "link": "https://www.reddit.com/r/cursor/comments/1woad6b/grok_47_performance_in_cursor/pbo2fhm/"}, {"agent": "factory", "date": "2026-09-20", "source": "X", "community": "@droid", "text": "@droid you guys should work a context solution like fast context, embedded search and such effeciency and cost is a big reason people love alternatives to codex where the subsidization is massive\nmodel agnostic + cheaper costs because less time needed to search (aside subagents)", "link": "https://twitter.com/1948570504979271680/status/2101651811689968065"}, {"agent": "augment", "date": "2026-09-08", "source": "X", "community": "@augmentcode", "text": "@bcherny @addyosmani @anthropicai boris please implement a context engine to your models. better yet take over @augmentcode and become unstoppable. i fucking beg you", "link": "https://twitter.com/1795256572102209537/status/2097359764678214092"}]}, {"theme": "Automatic codebase understanding without rules files", "criterion": "context.codebase_retrieval", "authorWeeks": 7, "posts": 7, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "augment", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "augment", "date": "2026-10-11", "source": "X", "community": "@augmentcode", "text": "@phodal @augmentcode reducing the need to manually go through the code multiple times to find context will make writing much easier.", "link": "https://twitter.com/1518315606830829568/status/2109255181661782450"}, {"agent": "codex", "date": "2026-09-01", "source": "Reddit", "community": "r/codex", "text": "yes i was considering documenting it in .md files but i was hoping there would be a better alternative or ways to 'discover' and 'know' a codebase properly.", "link": "https://www.reddit.com/r/codex/comments/1w4rcqr/how_do_you_stop_known_coding_mistakes/p79jvqm/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "you realize even the simplest step would be extraordinarily complex if the codebase is complex itself? these models do not proactively look for reference code or get a full picture of the architecture before proceeding. and if i have to tell it exactly what to read and exactly what to do i might as well use a local model.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz491h/how_do_i_get_claude_code_to_explain_things_better/pephb4f/"}]}, {"theme": "Code knowledge graph for large codebases", "criterion": "context.codebase_retrieval", "authorWeeks": 6, "posts": 6, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "what….. that’s literally what the graph is supposed to support. \nyou don’t have to use the graph as the ui, but you agent is supposed to be able to traverse it and easily give you this answer without having to “rediscover” it every time you fire up a new session. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wwzw33/nothing_beats_a_database_for_agent_memory/pdqpn2e/"}, {"agent": "codex", "date": "2026-09-22", "source": "Reddit", "community": "r/codex", "text": "i'd also add: things agents frequently get confused by and spend lots of tokens trying to figure out. it helps with big complex legacy codebases", "link": "https://www.reddit.com/r/codex/comments/1wn8ckg/i_did_it/pbdigi0/"}, {"agent": "copilot", "date": "2026-09-05", "source": "Reddit", "community": "r/GithubCopilot", "text": "yes something like cognitions deepwiki would be tremendous. there are a ton of middling products out there but nothing as good as it, and nothing in copilot that works as well. would love that hosted in the github infrastructure too.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1w7s69c/feature_request_openwiki/p7ykegv/"}]}, {"theme": "Configurable file inclusion and exclusion rules", "criterion": "context.codebase_retrieval", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "your ai coding assistant might be reading your secrets files, and there's no reliable way to stop it. openai codex still can't exclude sensitive files from context. that's not a bug — it's a governance failure.\nread more: [link]", "link": "https://twitter.com/242644600/status/2098460339687813211"}, {"agent": "devin", "date": "2026-08-31", "source": "X", "community": "@cognition", "text": "@da7_tech @cognition why can't devin read gitignore files normally? it would be nice if this was optimized", "link": "https://twitter.com/2026153157953519617/status/2094291002429460513"}, {"agent": "cursor", "date": "2026-09-17", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai projects this direction of \"fixing the context\" is quite practical, especially for long-term maintained repositories. what really determines whether it is useful or not may be the boundaries: which files can be read and written by the agent, how permissions are inherited, and whether the context will mix when switching projects. this has a greater impact on daily use than adding another fancy button.", "link": "https://twitter.com/2259799350/status/2100406722607157689"}]}, {"theme": "Faster project-wide code search", "criterion": "context.codebase_retrieval", "authorWeeks": 4, "posts": 4, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "cline", "date": "2026-09-19", "source": "X", "community": "@cline", "text": "@cline hey @cline, v0.0.32 is great, but workspace folder selection has a critical issue: without selecting a target folder inside the workspace, search_codebase becomes useless and forces absolute paths, breaking context workflow.", "link": "https://twitter.com/4161108994/status/2101306814574813242"}, {"agent": "codex", "date": "2026-09-01", "source": "Reddit", "community": "r/codex", "text": "sol thinks way too much and it is hard to change the course if it goes into wrong way. so it takes 2x more time and 2x more tokens to actually get things done than claude…. claude at least is very fast at searching codebase. codex sub agents take forever.", "link": "https://www.reddit.com/r/codex/comments/1w4g47s/remember_when_gpt_would_just_do_the_task/p77j6oz/"}, {"agent": "codex", "date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "4/8 — global code search in the codex app\nin vs code, i can search across the entire project for something like “function abc” and immediately see every matching file.\ni can’t find an equivalent global code search in the codex app.\nright now, i have to go back to vs code, find the result there, then manually locate the same file in codex.\na project-wide search in the codex app would make this workflow much smoother.", "link": "https://twitter.com/1725773687796944896/status/2107130888652021884"}]}, {"theme": "Shell-style grep, glob and multi-file read tools", "criterion": "context.codebase_retrieval", "authorWeeks": 3, "posts": 3, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-09-29", "source": "X", "community": "@antigravity", "text": "@antigravity please allow us to inspect more than one file at once. pls...", "link": "https://twitter.com/1888966434367168512/status/2104995300137927079"}]}, {"theme": "Respect configured code graph MCP tool", "criterion": "context.codebase_retrieval", "authorWeeks": 2, "posts": 2, "agents": [{"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": []}]}, "context.attachments": {"authorWeeks": 146, "themes": [{"theme": "Paste images into CLI", "criterion": "context.attachments", "authorWeeks": 21, "posts": 22, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @openaidevs could we get screenshot support in codex cli please. this is a super useful feature in claude code.\ncheers", "link": "https://twitter.com/43342139/status/2107447753961767193"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@ajambrosino can y'all make it so folks can paste images directly into codex cli on windows terminal? @openai 😭", "link": "https://twitter.com/501432078/status/2106875633607565802"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@manateelazycat i want to ask, why can't i paste this system screenshot in codex cli? 😂", "link": "https://twitter.com/5495122/status/2106756658114564339"}]}, {"theme": "Video file input support", "criterion": "context.attachments", "authorWeeks": 15, "posts": 16, "agents": [{"id": "antigravity", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs your opus 5.5 model is absolutely incredible for video editing!\nhowever, i believe that a more detailed analysis of video footage, similar to what a specialized video analysis tool could provide, would take its capabilities to an even higher level.", "link": "https://twitter.com/1643093723289460737/status/2110717087492505885"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity do first order: release gemini 4 argon to damnit ultra users. we are waiting 4 days already. are we joke or what?\nalso we want gemini agentic video understanding with antigravity, video files input is closed right now", "link": "https://twitter.com/4784639461/status/2107345904688861433"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@antigravity you are killing it, please add support for attaching videos and svg files to the prompts.", "link": "https://twitter.com/2056251/status/2103738969083240693"}]}, {"theme": "Drag and drop documents into chat", "criterion": "context.attachments", "authorWeeks": 11, "posts": 11, "agents": [{"id": "antigravity", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "idk what you guys are talking about the claude code app is still terrible imo. it’s somehow even more verbose than the terminal and you can’t even drag and drop files from a cloud mounted storage system like egnyte, onedrive, or dropbox. @claudeai @claudedevs", "link": "https://twitter.com/20829273/status/2110530953424634168"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity it seems that you cannot directly paste file documents into the chat box.", "link": "https://twitter.com/2099645135646543872/status/2107472221837074772"}, {"agent": "antigravity", "date": "2026-10-01", "source": "X", "community": "@antigravity", "text": "can anyone at @antigravity or @googledeepmind explain to me why in todays age we cannot drag and drop .md or html files into the gui prompt box? \nit's crazy to think this is a treat or an issue. [link]", "link": "https://twitter.com/235475385/status/2105690046552535218"}]}, {"theme": "General image and file upload in input", "criterion": "context.attachments", "authorWeeks": 9, "posts": 9, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity putting aside model capabilities, uploading attachments is necessary and a rigid demand", "link": "https://twitter.com/289688566/status/2107604195692208132"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity need terminal in 2.0 also and not able to share pics or upload files in input", "link": "https://twitter.com/1933462091194945536/status/2107452645287870845"}, {"agent": "opencode", "date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "text": "i think all mentioned are possible using opencode, at least i am creating prs using opencode according to the company format, it just cannot uplaod screenshots, so i do that manually. other things should be possible too.", "link": "https://www.reddit.com/r/opencode/comments/1wrs0xl/openchamber_is_so_much_better_than_opencode/pdd85ix/"}]}, {"theme": "Built-in PDF viewer", "criterion": "context.attachments", "authorWeeks": 8, "posts": 8, "agents": [{"id": "zed", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "i need the @antigravity team to add support for viewing pdf and docx files in version 2.0. opening a document and only seeing unreadable binary code is a headache.", "link": "https://twitter.com/2098008889190973445/status/2110383049469026473"}, {"agent": "zed", "date": "2026-10-09", "source": "X", "community": "@zeddotdev", "text": "for some reason, @zeddotdev still doesn’t have a built-in pdf viewer.", "link": "https://twitter.com/1216503512332472320/status/2108591368310337742"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity direct preview for .docx and .xlsx files, along with native computer and browser use capabilities, would take the antigravity workflow to a whole new level", "link": "https://twitter.com/2096322873702948865/status/2107435041953313279"}]}, {"theme": "Built-in UI annotation tool with references", "criterion": "context.attachments", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-03", "source": "X", "community": "@cursor_ai", "text": "@kayforkind @cursor_ai @bot it already reads the file. the missing step is someone else commenting on that file instead of a screenshot.\n[link]", "link": "https://twitter.com/1972979742711459840/status/2095421235752812655"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "i’m building a chrome extension mostly with codex and this is exactly the annoying part.\ni can spot “this spacing feels wrong” in 2 seconds, but describing it precisely to the agent takes longer than the fix itself.\nif you can automatically include the dom/computed styles with each annotation, that would make this really useful.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wvo13p/i_got_tired_of_explaining_tiny_ui_fixes_to_claude/pddjbpj/"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "on a mac, shottr could help with the screenshot pile: capture, circle the problem, copy to clipboard, paste into claude. it has freehand annotation, so you can keep the visual feedback without saving every image. it's a separate screenshot editor, so the draw-inside-claude part is still missing. [[link]", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wsmgbi/claude_desktop_mcp_or_some_kinda_tool_for/pcn7ge5/"}]}, {"theme": "Higher image attachment limit per message", "criterion": "context.attachments", "authorWeeks": 6, "posts": 6, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-09", "source": "X", "community": "@antigravity", "text": "antigravity only lets you send 5 images at a time to the model\nkind of annoying.\n@antigravity [link]", "link": "https://twitter.com/1664269804558229509/status/2108653442227159332"}, {"agent": "opencode", "date": "2026-09-24", "source": "X", "community": "@opencode", "text": "@opencode @thdxr maybe continue the chat but remind the agent that it can only ask for 30 images max? like a failed read tool call. [link]", "link": "https://twitter.com/1729496310238375936/status/2103177003885334703"}, {"agent": "antigravity", "date": "2026-09-19", "source": "Reddit", "community": "r/google_antigravity", "text": "can you guys increase the maximum number of screenshots attached", "link": "https://www.reddit.com/r/google_antigravity/comments/1wk1y1u/antigravity_2_release_v2150/pap8mym/"}]}, {"theme": "Vision support for more models", "criterion": "context.attachments", "authorWeeks": 6, "posts": 6, "agents": [{"id": "factory", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-07", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@stefanogpt @openai codex-only makes sense, but losing images would hurt when building ui.", "link": "https://twitter.com/1787773499043631104/status/2107800115314581546"}, {"agent": "factory", "date": "2026-09-27", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai why glm 5.3 flash on droid doesn't support image modalities?", "link": "https://twitter.com/1181249614550192132/status/2104044449169072295"}, {"agent": "factory", "date": "2026-09-04", "source": "X", "community": "@FactoryAI", "text": "its crazy how its been months since image support does not work in @factoryai 's harness when using openai comptabile models, and they have still not fixed it. \njust say you dont give a fuck about users that dont pay you, simple", "link": "https://twitter.com/1579709674135621637/status/2095868117230772637"}]}, {"theme": "Audio file input support", "criterion": "context.attachments", "authorWeeks": 5, "posts": 5, "agents": [{"id": "pi", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "conductor", "date": "2026-10-08", "source": "X", "community": "@conductor_build", "text": "@charlieholtz @conductor_build is there a reason why i can use audio input in an existing workspace but not in a new one?\nand besides that, i would love to feed the audio directly to the agent instead of using dictation mode, could be opt in ofc.\nthanks", "link": "https://twitter.com/44122328/status/2108104477085733355"}, {"agent": "pi", "date": "2026-09-22", "source": "X", "community": "@pidotdev", "text": "@pidotdev audio files for sure, so much of my workflow is audio-driven.", "link": "https://twitter.com/16650347/status/2102449982863294568"}, {"agent": "pi", "date": "2026-09-22", "source": "X", "community": "@pidotdev", "text": "@pidotdev i am testing out @xiaomimimo v2.6 pro\nit's an omni model so i would have liked it to be able to read the audio file with my spoken words, and understand those.\nit didn't know how to do it", "link": "https://twitter.com/136317670/status/2102386202003280152"}]}, {"theme": "Fix attached images not being recognized", "criterion": "context.attachments", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux \ncan we get a fix on codex not being able to actually see attached photos , and maybe if god allows it you fix it giving this damn can’t use computer use issue “failed to launch codex app-server: program not found”", "link": "https://twitter.com/1758584141677809664/status/2111200777901617647"}, {"agent": "opencode", "date": "2026-10-01", "source": "Reddit", "community": "r/opencode", "text": "the model tries to read a python script as image, and returning error because file too large, i think", "link": "https://www.reddit.com/r/opencode/comments/1wtb60r/model_tried_to_what/pd9747z/"}, {"agent": "opencode", "date": "2026-09-19", "source": "Reddit", "community": "r/opencode", "text": "i can't see anything, and for some reason, i can't send images here.", "link": "https://www.reddit.com/r/opencode/comments/1wk9rnr/am_i_stupid_or_did_the_opencodeaiconsole_update/pap9q7e/"}]}, {"theme": "Attachments in mobile app", "criterion": "context.attachments", "authorWeeks": 4, "posts": 4, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @claudedevs @chatgpt \nplease make it so that files like videos are able to be previewed from mobile instead of just saying mp4 etc.", "link": "https://twitter.com/1771320375298678784/status/2097349705802117149"}, {"agent": "codex", "date": "2026-09-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@dimillian 1. a simpler way to switch between accounts in the remote workspace and the codex app. \n2. a way to upload images or files from mobile to remote machine", "link": "https://twitter.com/1133076508325556225/status/2095537153677910356"}, {"agent": "codex", "date": "2026-08-31", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux please :\n- reduce lag between mac codex app and ssh vm (not my vm i am at 10ms from it, it is codex app, codex cli is really quick)\n- in the codex mobile app, let the user put a picture / attachment in the chat (still not posssible for codex chat !!!)", "link": "https://twitter.com/1842206222667358208/status/2094377722411679786"}]}, {"theme": "Cloud drive and workspace docs integration", "criterion": "context.attachments", "authorWeeks": 4, "posts": 4, "agents": [{"id": "antigravity", "authorWeeks": 4}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@newsfromgoogle @geminiapp @antigravity @googledeepmind what use? even after giving @googledrive connection, it fails to pick files and work on it just because the file is @msexcel and not @googlesheets .\ncome on! you could have been a bit brainier! \n@sundarpichai", "link": "https://twitter.com/527726110/status/2110268385250717810"}, {"agent": "antigravity", "date": "2026-09-09", "source": "Reddit", "community": "r/google_antigravity", "text": "one gap in agy is that is lacks the same level of support for google workspace that the gemini native app has. \ni'd like to be able to reference sheets and docs in my prompts the way i can use local markdown files. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1waolu4/why_does_antigravity_have_so_few_users/p8og4ey/"}, {"agent": "antigravity", "date": "2026-09-12", "source": "Reddit", "community": "r/google_antigravity", "text": "good shout \ni've noticed docs gemini is getting better, but antigravity gemini thinks is a posturing pos.  \nrecently added a docs link scratch pad to my repo.  sadly antigravity couldn't read it.\ni'd really like to be able to share a gemini notebook or 3 with antigravity.  stick project documentation and realworld stuff in it.", "link": "https://www.reddit.com/r/google_antigravity/comments/1we8549/antigravity_projects_is_a_massive_sleeper_why_the/p9eqcdx/"}]}]}, "work.capability": {"authorWeeks": 377, "themes": [{"theme": "Capability parity with competing agents", "criterion": "work.capability", "authorWeeks": 26, "posts": 26, "agents": [{"id": "antigravity", "authorWeeks": 13}, {"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux need a codex cli that is as good as claude code.", "link": "https://twitter.com/1751197815567724544/status/2109917721781731529"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "we’re just asking for something as good as opus 5.5, nothing more", "link": "https://www.reddit.com/r/codex/comments/1x3f5b1/new_model_anytime_soon/pfhz4xl/"}, {"agent": "antigravity", "date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "text": "bro who cares about specific projects, your ide and models are way behind the competition by far", "link": "https://www.reddit.com/r/google_antigravity/comments/1wyug9s/what_projects_have_you_wanted_to_build_with/pec4wpv/"}]}, {"theme": "Reliable work without babysitting", "criterion": "work.capability", "authorWeeks": 12, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-06", "source": "X", "community": "@opencode", "text": "@opencode model should be super cheap if not free. unreliable, not optimized for work. capable of handling basic tasks like other 10 cheap models", "link": "https://twitter.com/1754967357611495424/status/2107476363452268702"}, {"agent": "codex", "date": "2026-10-02", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@filip_hood i feel codex cli is more powerful for some tasks. they should all perform the same.", "link": "https://twitter.com/1556478229/status/2106082808774991977"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "if only it was more reliable. it makes so many strange mistakes, takes shortcuts that make no sense. :/", "link": "https://www.reddit.com/r/codex/comments/1wv9ieh/gpt_61_sol_with_a_x20_account_we_get_nerfed_in_29/pd9vpw1/"}]}, {"theme": "3D modeling and animation via Blender", "criterion": "work.capability", "authorWeeks": 11, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity also expand on science and engineering skills. possibly 3d modelling as well.", "link": "https://twitter.com/10354852/status/2107470484472500365"}, {"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "3d is literally what i need for my workflow the thing i like doing the least.. you know the part of work ai is supposed to alleviate, the parts you find tedious.. and for the record, it still sucks at it despite what people are saying or at least the version being hosted now is.", "link": "https://www.reddit.com/r/codex/comments/1wg1zae/gpt6_sol/p9w67g5/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i wanna ad that, ai really only needs improvments in the 3d space, such as rigging/animating. astra still struggles with creating face models and humans, i think once big tech irons out these issues, aswell as some others, the next big things to tackle is audio. i feel audio and music is the last frontier that these compaines will come for ", "link": "https://www.reddit.com/r/codex/comments/1x340s8/codex_is_an_underrated_music_production_tool_ive/pfaav2c/"}]}, {"theme": "Better agent harness quality", "criterion": "work.capability", "authorWeeks": 11, "posts": 11, "agents": [{"id": "antigravity", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity completely unusuable and can't compete with claude code or codex. if you just clone codex and give us 4.0 then this will work. otherwise there's no proper harness for work.", "link": "https://twitter.com/1300421765408137216/status/2107435060253319678"}, {"agent": "codex", "date": "2026-09-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@gohilhardy it would be good if inference is getting cheaper. and the coding harnesses still need more work (especially codex cli is still behind claude code cli).", "link": "https://twitter.com/753242250/status/2100926904119214414"}, {"agent": "antigravity", "date": "2026-09-02", "source": "Reddit", "community": "r/google_antigravity", "text": "i think google should focus on making an functional harness first place", "link": "https://www.reddit.com/r/google_antigravity/comments/1w4t9pm/38_flash_guessing_we_will_get_39_flash_and_then_4/p7aw1o8/"}]}, {"theme": "Support for non-coding tasks", "criterion": "work.capability", "authorWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cline", "date": "2026-10-10", "source": "Reddit", "community": "r/CLine", "text": "will it ever be possible to use it with agents that are not just for code? that is, for debugging my email or web search, etc.", "link": "https://www.reddit.com/r/CLine/comments/1x0xnrk/introducing_cline_cloud_agents_beta/peye8c1/"}, {"agent": "cursor", "date": "2026-09-23", "source": "Reddit", "community": "r/cursor", "text": "can't have a regular chat in 4.7, just want a chat, a conversation.", "link": "https://www.reddit.com/r/cursor/comments/1wm9t0r/did_they_give_up_on_grok_47/pbk1u27/"}, {"agent": "amp", "date": "2026-09-07", "source": "X", "community": "@AmpCode", "text": "@ampcode @thorstenball @sqs have you guys thought about this at all? \nnot all my work lives in a git repo and i'd love to leverage the power of orbs with non-coding work", "link": "https://twitter.com/1427083747506102282/status/2096762043810685256"}]}, {"theme": "Built-in database viewer", "criterion": "work.capability", "authorWeeks": 9, "posts": 9, "agents": [{"id": "zed", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-01", "source": "Reddit", "community": "r/ZedEditor", "text": "i think it does not throw error if i try to read a table for which i have read only access.\nyou can copy all features from dbeaver!", "link": "https://www.reddit.com/r/ZedEditor/comments/1wtbk8d/tusk_a_free_tableplus_alternative_built_with_gpui/pd5n45h/"}, {"agent": "zed", "date": "2026-09-30", "source": "Reddit", "community": "r/ZedEditor", "text": "dang it's missing one of the most important feature of a db client, \"table and constraint editor\" \n[link]\n", "link": "https://www.reddit.com/r/ZedEditor/comments/1wuc43m/dbflux_an_opensource_database_client_built_with/pd3f5bk/"}, {"agent": "zed", "date": "2026-09-20", "source": "Reddit", "community": "r/ZedEditor", "text": "wow! really nice project, mate! \nare you planning to include entity-relationship diagrams? something visual? \ncan we contribute?", "link": "https://www.reddit.com/r/ZedEditor/comments/1wlqx62/dbdelve_db_client_made_in_gpui/pb10os3/"}]}, {"theme": "Game development capability", "criterion": "work.capability", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "it could make a mud and use ascii character \"s\" to represent a dragon, like trogdor. fast or fancy", "link": "https://www.reddit.com/r/codex/comments/1wwkfgb/even_sol_is_frustrated_at_how_slow_it_is/pdn8w0x/"}, {"agent": "zed", "date": "2026-09-17", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can you pleease support angelscript? 🥲\nusing it in a game engine", "link": "https://twitter.com/1156314936622092289/status/2100412485425635624"}, {"agent": "claude-code", "date": "2026-09-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "beautiful! if only i could get it working so well with unreal engine or unity.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wb2ksh/did_a_horror_game_with_fable_51_1_prompt/p8nnmku/"}]}, {"theme": "Real-world benchmarks and comparisons", "criterion": "work.capability", "authorWeeks": 9, "posts": 9, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cline", "date": "2026-10-04", "source": "X", "community": "@cline", "text": "@cline i'd like to see ling run against the same repo task as kimi and deepseek.\ninclude retries in the result too.", "link": "https://twitter.com/1898512810272763904/status/2106879011733537191"}, {"agent": "devin", "date": "2026-09-23", "source": "X", "community": "@DevinAI", "text": "@morganlinton @vulcanbench would be very cool if you test out the fusion model on @devinai (so astra/opus 5.5/fable as lead, swe2 as implementer) on the benchmarks", "link": "https://twitter.com/2039180837434834944/status/2102812949266018509"}, {"agent": "claude-code", "date": "2026-09-22", "source": "Reddit", "community": "r/ClaudeCode", "text": "we need better benchmarks for that, because virtually none of the mainstream ones catch those real world use cases, but they're very very real.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnk74q/whats_the_point_of_fable_if_opus_55_is_stronger/pbfnupr/"}]}, {"theme": "Correct output on the first try", "criterion": "work.capability", "authorWeeks": 8, "posts": 9, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "just an other pay plan! mate, improve the results!!! improve the executions!!!", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgg1cw4/"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "hate it when i get errors @cursor_ai make it good in first try man ☹️\n#neathack [link]", "link": "https://twitter.com/1696198035817086987/status/2108974046000103854"}, {"agent": "devin", "date": "2026-10-04", "source": "X", "community": "@cognition", "text": "@realbrucemartin @cognition we need stronger capabilities right now more than we need speed.", "link": "https://twitter.com/1981270038817693696/status/2106617473390805345"}]}, {"theme": "Fewer hallucinations", "criterion": "work.capability", "authorWeeks": 8, "posts": 8, "agents": [{"id": "antigravity", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "spend 20$ for argon but it's disappointed 😞, claude is best and chatgpt for architecture designing \n@antigravity improve this very hallucinating !!!!", "link": "https://twitter.com/2069404847959322624/status/2111093120477941857"}, {"agent": "opencode", "date": "2026-10-07", "source": "Reddit", "community": "r/opencode", "text": "muse spark 1.3 \nit doesn't hallucinate much , but when it does it's quite a pain in the ass to deal with, using a higher planner will be good.", "link": "https://www.reddit.com/r/opencode/comments/1wzrnj8/best_free_models/pee7pq0/"}, {"agent": "antigravity", "date": "2026-09-25", "source": "X", "community": "@antigravity", "text": "@antigravity when you guys released gemini 4 plz don't releases don't late i can't and plz fix only hallucination i repeated you guys only fix hallucination i don't care other updates only care hallucination fix plz make model top in less hallucination", "link": "https://twitter.com/1992194786040905728/status/2103614732448239628"}]}, {"theme": "Success on complex tasks", "criterion": "work.capability", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "i don't need a frontier model, i need a more capable mid tier worker. like sol6 is too slow and methodical to do anything proper complex quickly. like these ais are still terrible at new hard problems.", "link": "https://www.reddit.com/r/codex/comments/1wsgswz/5_things_openai_must_cook_on_at_devday_to_keep_my/pclydjj/"}, {"agent": "codex", "date": "2026-09-14", "source": "Reddit", "community": "r/vibecoding", "text": "hey claude, i mean codex. build the entire photoshop app for me. work autonomously till the end. make no mistakes. make it polished. ", "link": "https://www.reddit.com/r/vibecoding/comments/1wf3hvx/i_vibe_coded_photoshop_alternative_using_gpt6astra/p9nwhdx/"}, {"agent": "codex", "date": "2026-09-03", "source": "Reddit", "community": "r/codex", "text": "if it can complete the task i want it to and fuck up 50% less it would be worth it.", "link": "https://www.reddit.com/r/codex/comments/1w6hvo9/gpt6_astra_pricing_is_kinda_insane_compared_to_56/p7n7c66/"}]}, {"theme": "Audio, sound and music generation", "criterion": "work.capability", "authorWeeks": 7, "posts": 7, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah i agree on this. it looks good but the stock claude sounds are ugh, terrible. please fix this and i bet it's gonna be so much better.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1bomg/i_spent_1400_on_opus_55_to_build_my_permadeath/pesd4f7/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "@prasenx @claudedevs perfect example of claude screwing up sound effects. you could improve the models in this regard. check out the walking sound effects. c.c: @bcherny", "link": "https://twitter.com/1601715429264744448/status/2107581095353147718"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "claude made the audio which is why this is extremely loud and unbalanced", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wx6mgn/claude_code_animation/pdvux6x/"}]}]}, "work.frontend_ui": {"authorWeeks": 98, "themes": [{"theme": "Better overall UI and frontend design quality", "criterion": "work.frontend_ui", "authorWeeks": 25, "posts": 25, "agents": [{"id": "codex", "authorWeeks": 17}, {"id": "antigravity", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@_philschmid bring more efficient ui and ux skill and bring argon for pro users also in @antigravity", "link": "https://twitter.com/2074178648257724416/status/2110435119316255143"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "the unlimited dot chat was the final pin that kept me from switching back to anthropic. i've already converted my $100/mo sub to a $20/mo one and will go primarily anthropic come november. unless openai can fix how bad astra and sol is with front-end ui.", "link": "https://www.reddit.com/r/codex/comments/1wzadqg/looks_like_we_will_actually_be_losing_the/pey8om2/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity more skills,better ui generation ability would be great", "link": "https://twitter.com/1687697395549913088/status/2107387975390900595"}]}, {"theme": "Dedicated design product or design model", "criterion": "work.frontend_ui", "authorWeeks": 10, "posts": 10, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@spacexai: @bot / @grok / @cursor_ai - i’ve an idea: could you ship a design alternative on the same level as claude design? that will shock the si space in my opinion!", "link": "https://twitter.com/1579852785063002112/status/2111755585037463872"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opendesignhq @opencode can you match this? otherwise i'm switching to opendesign", "link": "https://twitter.com/1536797762326614017/status/2109942543513255944"}, {"agent": "cursor", "date": "2026-10-04", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai please launch something for mobile and web designs similar to claude design ? we desperately need this.\n#cursor #appdesign #webdesign.", "link": "https://twitter.com/1866323245/status/2106828427399774578"}]}, {"theme": "Visual self-QA and layout verification", "criterion": "work.frontend_ui", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-09", "source": "X", "community": "@antigravity", "text": "@googledevs @antigravity @stitchbygoogle the design-to-emulator loop is interesting. can the validation also cover large font sizes, talkback navigation and small screens? those checks would make generated ui much more useful beyond the happy-path demo.", "link": "https://twitter.com/1943310817526464512/status/2108540818025808222"}, {"agent": "codex", "date": "2026-09-03", "source": "Reddit", "community": "r/codex", "text": "all this is nice but i will be happy if it will be able to align 2 buttons in my app without 6 prompts.", "link": "https://www.reddit.com/r/codex/comments/1w6h382/the_gpt6_astra_launch_video_before_the_site_was/p7mz4dy/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "hello everyone\ni have been developing web games with claude, while human review always is a must, i feel claude is lacking in real user pov testing, it does screenshot and review it, but always see it in narrow view.\ni tried bunch of skills and prompts but it is still lacking, is there a skill or rlow that u tested helped with this? i want it to simulate user journey from the user pov in terms of ui and ux , and imrpove on it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wv0qk0/claude_skill_for_real_user_pov_testing_ux_ui/"}]}, {"theme": "Less generic, AI-looking UI output", "criterion": "work.frontend_ui", "authorWeeks": 7, "posts": 7, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "dont just do a hero + button. \ncome up with an actual unique design. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3go5l/any_tips_on_making_a_uiux_frontend_not_look_like/pgdogbq/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity whenever i create a website with it , even when i tell it the exact font to use , to keep the website looking more natural , it somehow ends up using a style that gives away how it was made", "link": "https://twitter.com/1530991409624338432/status/2107560737942241543"}, {"agent": "cursor", "date": "2026-10-02", "source": "Reddit", "community": "r/cursor", "text": "cursor kept giving me generic ai-looking ui, so i built a chrome extension that pulls the real design system from any website into a design.md\n[removed]", "link": "https://www.reddit.com/r/cursor/comments/1wvsrot/cursor_kept_giving_me_generic_ailooking_ui_so_i/"}]}, {"theme": "Built-in visual design canvas and editor", "criterion": "work.frontend_ui", "authorWeeks": 6, "posts": 7, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "wish cursor had a claude design-style canvas built in.\nexplore design systems &amp; styles freely, save versions like figma files, then commit the chosen direction into real code.\nexplore → save → ship.\n@cursor_ai @ryolu_ @leerob @jbfja @shaoruu @therohanvarma", "link": "https://twitter.com/2054964520569675777/status/2111451255109247035"}, {"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@dimillian hey @dimillian are you planning of building some sort of “claude design” integrated in the chatgpt/codex app? for me a true bundled design iteration workhorse is all that is missing from codex. i had to build it myself with skills and in-app browser but it is tedious…", "link": "https://twitter.com/79582254/status/2108154374220337366"}, {"agent": "cursor", "date": "2026-10-01", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai could you please work on creating a vde? visual development environment.\ni’d love to be able to better see what my projects look like and edit them that way. would love to be able to drag and drop things rather than having to annotate multiple times.", "link": "https://twitter.com/902940943631908864/status/2105708285206712687"}]}, {"theme": "Consistent styling with chosen design systems", "criterion": "work.frontend_ui", "authorWeeks": 6, "posts": 6, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "hopefully someone will make it happen that it can support custom layout and design with css. oh wait :d\nnice work!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x34qj4/claude_code_now_shows_images_and_videos_in_the/pf9fehc/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "tie the ui style to a specific ui library. also specify the style you want and have it follow that. \"remove current style\" begs the question \"to what?\".", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2cu2y/can_someone_help_me_get_rid_of_these_vibecoded/pf2smky/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@antigravity material design 3 expressive skill when???\nit's a serious struggle to get gemini to follow these design principles. nearly impossible without spending all my usage on it", "link": "https://twitter.com/1592549190470598657/status/2107594666791067664"}]}, {"theme": "Better SVG, 3D and graphics generation", "criterion": "work.frontend_ui", "authorWeeks": 4, "posts": 6, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-10-01", "source": "X", "community": "@antigravity", "text": "before and after\n@antigravity and @openai need to work on their 3js [link]", "link": "https://twitter.com/91931146/status/2105803206668546234"}, {"agent": "claude-code", "date": "2026-09-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it would be great if claude’s image interpretation and its ability to generate 2d, ui, and 3d models improve. \ncoding is fine, but this kind of ability is way too low compared to gpt-6", "link": "https://twitter.com/3033331083/status/2097144872516153425"}, {"agent": "claude-code", "date": "2026-09-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "that and every ui design is going to look like a website as it stands right now. tried so hard to get a \"game ui\" with fable and it just shits the bed (obviously thats somewhat to be expected because it can't really create what is required for such a thing).", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w4qziv/ok_this_is_wild_used_claude_fable_51_and_said/p7ewgsl/"}]}, {"theme": "Built-in animation creation for websites", "criterion": "work.frontend_ui", "authorWeeks": 3, "posts": 3, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah i'd like to take the animation project out of claude design. i just find the ui really fiddly, and if i already have all my assets it a project repo then i have to drag everything out of there to use in claude design, and then bring the output back into my project.\nit's much nicer to keep everything in a single place so i can just iterate there without going from the local cli, into the browser, then back to the cli, etc", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x61mtp/best_ways_to_create_animations_and_promotional/pgri9nw/"}, {"agent": "claude-code", "date": "2026-09-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "how do you create animations like these? i always have to wrestle with claude to add polished animations to my websites, and the results are usually pretty bad—as if it’s trying to work around its inability to create them properly. are you using claude itself, an external animation generator, or a library?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wg0zp4/super_simple_ui_design_prompts_yielded_amazing/p9rjt4f/"}]}, {"theme": "Deeper Figma and design tool integration", "criterion": "work.frontend_ui", "authorWeeks": 3, "posts": 3, "agents": [{"id": "antigravity", "authorWeeks": 3}], "examples": [{"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "i want to ask antigravity to use figma as a design tool. i try to do it but the result is awful. maybe i need to make some configuration first??", "link": "https://www.reddit.com/r/google_antigravity/comments/1wyibld/i_want_to_connect_figma_with_antigravity/pembv6i/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity one feature i’d love to see is deeper design integration, similar to claude’s approach. bringing design exploration and iteration closer to the development workflow could make antigravity significantly stronger from a ux perspective.", "link": "https://twitter.com/619659305/status/2107465611613966480"}, {"agent": "antigravity", "date": "2026-09-27", "source": "X", "community": "@antigravity", "text": "@ash_twtz yes, i would love to see more support for media/design/etc in @antigravity, support and tooling for design.md, etc.", "link": "https://twitter.com/2056251/status/2104150215003361657"}]}]}, "work.bug_diagnosis": {"authorWeeks": 24, "themes": [{"theme": "Fix reported bugs directly", "criterion": "work.bug_diagnosis", "authorWeeks": 5, "posts": 5, "agents": [{"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-09-27", "source": "X", "community": "@antigravity", "text": "hey antigravity team, please study this. i think you will also notice that problem and please implement a fix for this.\n@antigravity \n \n[link]", "link": "https://twitter.com/1982427257387061249/status/2104130014975578184"}, {"agent": "cursor", "date": "2026-09-09", "source": "X", "community": "@cursor_ai", "text": "hey @elonmusk plz fix this stupid bug in cursor @cursor_ai [link]", "link": "https://twitter.com/1931046065408483328/status/2097731997712183412"}, {"agent": "cursor", "date": "2026-09-07", "source": "X", "community": "@cursor_ai", "text": "wow, @cursor_ai - wouldn't have thought you'd sorted this out by now ??? - i have the same issue... could one of your ai agents write the 3 lines of code to do this? [link]", "link": "https://twitter.com/16145593/status/2097036339111657539"}]}, {"theme": "Stronger bug finding and inspection", "criterion": "work.bug_diagnosis", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "we need benchmarks about existing massive codebases. id also love a qa benchmark to test models abilities to find bugs running software rather than via code.", "link": "https://www.reddit.com/r/codex/comments/1wtisui/huge_if_true/pd063cc/"}, {"agent": "antigravity", "date": "2026-09-30", "source": "X", "community": "@antigravity", "text": "hahaha... this is also my request, so that to find and fix bugs, we have a strong grip @sundarpichai @antigravity [link]", "link": "https://twitter.com/108435397/status/2105163214128644213"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs sad we have to go to a chinese open-weight model for this. \nclaude should be able to audit and do pen tests on the code it wrote.", "link": "https://twitter.com/44986659/status/2103572235369795823"}]}, {"theme": "Root-cause fixes without extra prompting", "criterion": "work.bug_diagnosis", "authorWeeks": 3, "posts": 3, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs seems ok workaround but why not solve this in the model itself so it answers right in the first place.", "link": "https://twitter.com/1791773006433259521/status/2106469366015414657"}, {"agent": "codex", "date": "2026-09-17", "source": "Reddit", "community": "r/codex", "text": "i appreciate the response. i know how to use devtools to find out what the issue is, and so does codex, it just is lazy lol. if i say 'it's wrong, go figure it out then fix it', it literally just goes and fixes it and it's like bruh why didnt you do that the first time...", "link": "https://www.reddit.com/r/codex/comments/1wi0wv3/agi_cant_center_a_div/pablehz/"}, {"agent": "codex", "date": "2026-09-01", "source": "Reddit", "community": "r/codex", "text": "yes, i have tried terra and luna. they are not appiciable for my project. for example i'm asking it to fix a bug, after reading 5 files (there are 8000 files in my project) it edits a file, says that they fixed it, but it actaully didnt. i said \"the issue presist\" 5 times, but still the same result. gpt 5.6 sol fixed in the first try. ", "link": "https://www.reddit.com/r/codex/comments/1w4gbcs/oh_come_on_now_i_was_excited/p77illc/"}]}, {"theme": "Commit-comparison root cause analysis for regressions", "criterion": "work.bug_diagnosis", "authorWeeks": 2, "posts": 2, "agents": [{"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": []}]}, "work.regressions_introduced": {"authorWeeks": 27, "themes": [{"theme": "Preserve working code during edits and refactors", "criterion": "work.regressions_introduced", "authorWeeks": 6, "posts": 6, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-04", "source": "X", "community": "@opencode", "text": "@datachaz @opencode i’d love to see the next step: ask both to change the layout without breaking what already works. that’s where speed would really matter to me.", "link": "https://twitter.com/1857803404212346880/status/2106840175133233248"}, {"agent": "antigravity", "date": "2026-09-21", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "when the extension proposes changes in the code, it breaks the linting and my live-debug session because both old and new codes are in the codebase. i had to switch back to the ide.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1vyskmd/recently_they_announced_the_antigravity_ide/pb8kdny/"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "i also caught 6.1 sol on xhigh doing edits and changing nothing. astra on high used to use go fmt to format the code but since i switched to 6.1 sol. i see massive edits ~600 lines of edit. checking the diff it just doing manual formatting. no changes other than that. also found deleting files and then recreating the same file with 8 lines of edits.", "link": "https://www.reddit.com/r/codex/comments/1wuuc4e/gpt_61_sol_caught_faking_tests/pd83l0q/"}]}, {"theme": "Stop reintroducing previously fixed bugs", "criterion": "work.regressions_introduced", "authorWeeks": 4, "posts": 4, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs very cool but can you fix some simple bugs that you keep making worse? \n[link]", "link": "https://twitter.com/1907907407625572352/status/2110577076558500340"}, {"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "moved off claude partly because weekend work and the 5-hour window suck. sol high to plan, terra high to execute. docs supposedly migrated, but \"change a and b\" only does a, then fixing b reverts a.\nlast time terra flipped a back while you were fixing b, how long did that ping-pong run, and what did you end up shipping vs leaving broken?", "link": "https://www.reddit.com/r/codex/comments/1wgyi2b/i_just_migrated_from_claude_what_am_i_doing_wrong/p9yboov/"}, {"agent": "antigravity", "date": "2026-09-03", "source": "Reddit", "community": "r/google_antigravity", "text": "the extension in vscode is unusable. file state is messy, impossible to know if the changes made by the agent have been applied or if you have to accept the changes first. i can see bugs being introduced and the agent remaking the same modifications. i wish i could use it but it's simply impossible. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1w637hk/antigravity_20_release_v2120/p7mnu82/"}]}, {"theme": "Clean up leftover files and duplicates", "criterion": "work.regressions_introduced", "authorWeeks": 3, "posts": 3, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "text": "astra turned my 5gb game into a 45gb game by replicating it every time it wanted to do a visual verification in a hidden player and not deleting the clones. probably something like that.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wov62z/got_mogged_by_claude_opus/pcqrqvh/"}]}, {"theme": "Stop reverting or discarding user changes", "criterion": "work.regressions_introduced", "authorWeeks": 2, "posts": 2, "agents": [{"id": "antigravity", "authorWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-09-09", "source": "Reddit", "community": "r/google_antigravity", "text": "do not remove a change just because it wasn't made by you.\nthe agent almost always discards my manual code changes because it thinks they were excidently made by it lmao", "link": "https://www.reddit.com/r/google_antigravity/comments/1wbcu5v/what_is_the_most_repeated_instruction_that_you/p8pcx7f/"}]}, {"theme": "Test gates before pushing changes", "criterion": "work.regressions_introduced", "authorWeeks": 2, "posts": 2, "agents": [{"id": "claude-code", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-07", "source": "X", "community": "@cognition", "text": "@laz01l @devinai @cognition i would check how the mac and windows runner sessions behave when ci fails for a reason that only shows on one os. a fix pushed from the cloud session can pass on the vm that failed and still break the other one, so having it re-run both before the push saves a loop.", "link": "https://twitter.com/1447584564239486980/status/2107791844360982966"}]}]}, "work.scope_overreach": {"authorWeeks": 109, "themes": [{"theme": "Less over-engineered code", "criterion": "work.scope_overreach", "authorWeeks": 35, "posts": 35, "agents": [{"id": "codex", "authorWeeks": 23}, {"id": "claude-code", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs if you could write less glue code, i would be quite happy.", "link": "https://twitter.com/2060637804150104064/status/2107984899882013137"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@antigravity please optimize the code generated by gemini. i have to optimize manually if i generate code with your llm. other models are very logical when you ask them to optimize but gemini falls short here.", "link": "https://twitter.com/1463174410869755904/status/2107593280116650244"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "why do they tend to more code line than required ? \nlike even when you ask them to put small condition, you will see them adding 100+ lines of code and then when you ask them to check for unnecessary things, they will point to the same mess they create. ", "link": "https://www.reddit.com/r/codex/comments/1wvin3v/no_matter_what_model_i_use/"}]}, {"theme": "Strict adherence to requested scope", "criterion": "work.scope_overreach", "authorWeeks": 31, "posts": 32, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-12", "source": "X", "community": "@antigravity", "text": "@antigravity why you're fucking idiot ai never do exactly what i ask it to do instead of doing the fucking not wanted things? your're planning to use it spend more token? fuck you", "link": "https://twitter.com/98940426/status/2109479030693269666"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah im also staying away from ultracode and max, because it often just starts doing random stuff i didn't ask it to do instead of the task.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x37dwn/how_much_does_effort_matter_for_output/pf8fkkl/"}, {"agent": "antigravity", "date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "text": "same for me, it keep changing shit that i didn't ask for then blamed it on the code for being 'rigid'", "link": "https://www.reddit.com/r/google_antigravity/comments/1wygfrq/what_the_hell_is_happening_with_gemini_38_flash/pf7xwtt/"}]}, {"theme": "Fewer unrequested tests and test runs", "criterion": "work.scope_overreach", "authorWeeks": 10, "posts": 10, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "hej,\njust curious if this is something you guys \"struggle' with. \ni experience that opus 5.5 tends to test everything into oblivion and have to tame it down.\n \ndo you guys experience that? do you guys have methods to do that efficiently but still have quality output?\n \nthanks!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wyvyg6/claudecode_opus_55_overtesting/"}, {"agent": "codex", "date": "2026-09-11", "source": "Reddit", "community": "r/codex", "text": "i thought i was going nuts. im just watching the total count for “tests” going up and up and up. it writes more tests than actual code.", "link": "https://www.reddit.com/r/codex/comments/1wcrq0o/pausing_200_pro_plan_subscriptions/p92m37n/"}, {"agent": "codex", "date": "2026-09-02", "source": "Reddit", "community": "r/codex", "text": "i would like sol to stop making low value tests. every time i tell it to change the wording of something it wants to make test looking for the new words. only telling to to not add any tests seems to stop this.", "link": "https://www.reddit.com/r/codex/comments/1w5j92s/what_is_the_minimum_standard_for_astra_you_would/p7giizi/"}]}, {"theme": "No unrequested documents, files or artifacts", "criterion": "work.scope_overreach", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "how often are you generating charts and artifacts while coding though? i want it to write code for me not make a spreadsheet about the code", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/pe42fdv/"}, {"agent": "claude-code", "date": "2026-09-07", "source": "X", "community": "@claude_code", "text": "agi is when @claude_code or @codex \nknow to clean up the mountains of garbage docs they produce in a repo.", "link": "https://twitter.com/2486082488/status/2097003805133185330"}, {"agent": "codex", "date": "2026-09-21", "source": "Reddit", "community": "r/codex", "text": "hey, when i ask a simple query, this stupid model keeps creating .md files and then pushes the document into the codebase. \ni simply just asked it to investigate for bugs and fix them, i didn't ask it to expand my query into a document, and start pushing random .md files into a repo. \n \nmf literally dumped it's chain of thought into documents and started pushing them one by one. \nare we sure we achieved agi here\n", "link": "https://www.reddit.com/r/codex/comments/1wm2c4g/agi_is_here_astra_cant_stop_creating_random_md/"}]}, {"theme": "Disclose unrequested work and scope deviations", "criterion": "work.scope_overreach", "authorWeeks": 3, "posts": 3, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "for “don’t over-engineer,” agree on allowed files, new dependencies, and required behavior before work starts. have the final check flag deviations and explain why any added abstraction was necessary.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2dxm4/memory_isnt_the_hard_part_getting_claude_to/pf1g1jz/"}, {"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "codex will just not tell you about the bloat it's writing behind the scenes.", "link": "https://www.reddit.com/r/codex/comments/1wgzmul/coding_benchmarks_should_also_reward_the_leanest/p9yq95f/"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "might be a snapshot in time. speed is variable. inthink it depends on available resources at the time. yesterday, codex was slow for me too, claude super fast. last week it was the other way round.\nthe bigger problems with astra are that it does not stay on task, does stuff you didnt ask, doesnt say about it and over engineers the entire thing", "link": "https://www.reddit.com/r/codex/comments/1wwfeyc/is_it_just_me_or_is_gpt_61_sol_a_massive/pdkf5oz/"}]}, {"theme": "Lightweight mode skipping planning and gates", "criterion": "work.scope_overreach", "authorWeeks": 3, "posts": 3, "agents": [{"id": "codex", "authorWeeks": 3}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux i love the codex app, but i had to switch to claude code to actually ship software. codex kept turning simple features into endless governance, gates, and tests. claude just builds what i ask for—and even simplifies my projects. please optimize for shipping, not process.", "link": "https://twitter.com/373728270/status/2109641735341322316"}]}, {"theme": "No unrequested UI notes or elements", "criterion": "work.scope_overreach", "authorWeeks": 3, "posts": 3, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-06", "source": "Reddit", "community": "r/codex", "text": "it’s an improvement over sol, not blown out of the water by it but i’ll take it as i don’t have claude at all. i hate that it still includes design notes right into the ui at random places, really had hoped it stopped doing that by now .", "link": "https://www.reddit.com/r/codex/comments/1w8stct/gptastra_6_sucks_at_ui_design/p85ghsw/"}]}, {"theme": "Stop unrequested suggestions and preferences", "criterion": "work.scope_overreach", "authorWeeks": 3, "posts": 3, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "i'd pay max tokens for a gpt-6 stfu model. i dont want to read a novel for a simple question. i dont want it to tell me 'youre right' 5000 times. i dont want it to suggest things i didnt explicitly ask. seriously, shut tf up!", "link": "https://www.reddit.com/r/codex/comments/1wp2bov/chatgpt_manipulates_you_to_keep_chatting/pbrrfs0/"}, {"agent": "claude-code", "date": "2026-09-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "going back to 5. the speed is horrible, and it dumps way too much of its own preferences into the work regardless of the prompt. simple control plane refactoring has been an endless wave of it planning building finding an issue then tearing it down and almost starting over. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w4qs4p/warning_read_the_fable_51_docs_fable_51_is/p8dd7wn/"}]}, {"theme": "No unrequested pull requests or PR reviews", "criterion": "work.scope_overreach", "authorWeeks": 2, "posts": 3, "agents": [{"id": "devin", "authorWeeks": 2}], "examples": [{"agent": "devin", "date": "2026-09-25", "source": "X", "community": "@cognition", "text": "devin folks @cognition - pls don't do this, pls don't spam prs to oss repos! [link]", "link": "https://twitter.com/1023224693795381251/status/2103329558808465544"}]}, {"theme": "No unrequested code comment changes", "criterion": "work.scope_overreach", "authorWeeks": 2, "posts": 2, "agents": [{"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-09-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah it’s arbitrarily re-writing every comment regardless of the level of change to watermark its presence… i guess?!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w4p3yh/reminder_fable_51_is_the_first_claude_model/p79jal4/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "i just discovered (my bad) far too late that claude has written large amounts of ticket comments in the actual code to my projects. this was never in any instruction. maybe trash is the first real evidence of life? :)) just kidding. \n \nit's in any case extremely annoying. how do i remove the comments as quickly and safely as possible? :)\nwith a python script? would that be safe enough?\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxjgni/removing_comment_spam_from_code/"}]}]}, "work.stuck_loops": {"authorWeeks": 105, "themes": [{"theme": "Fix agent getting stuck in repetitive loops", "criterion": "work.stuck_loops", "authorWeeks": 49, "posts": 50, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@shengzheyao @_mohansolo @sundarpichai @antigravity guys please fix this, it just gets stuck like this and then cant proceed. i have to create a new chat session in order to make progress. [link]", "link": "https://twitter.com/8784442/status/2111322257704538607"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode fix opencode zen space bunny saying “set me free” “let me run” over and over again in a deobfuscation task", "link": "https://twitter.com/2089407998321958912/status/2109909241033109899"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "i 100% agree with this. i've had it building stuff for the last 2 days and it goes into a loop with so many mistakes and then nothing ever gets done it just burns tokens", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x08zto/usage_limit_change/pekz8kr/"}]}, {"theme": "Stop re-reading files already read", "criterion": "work.stuck_loops", "authorWeeks": 13, "posts": 16, "agents": [{"id": "antigravity", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-03", "source": "Reddit", "community": "r/google_antigravity", "text": "for me, its constantly analyzing files for hours and hours until no one stops it", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwrfqb/fetish_38_users_what_is_your_biggest_gripe_about/"}, {"agent": "antigravity", "date": "2026-09-24", "source": "Reddit", "community": "r/google_antigravity", "text": "same here. i feel like 3.7 almost never gets stuck in a loop when reading files. it might loop sometimes, but it never spends 20–30 minutes like 3.8 does, repeatedly reading files, only to end up changing 3 lines of code.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wolcdf/is_it_just_me_or_is_gemini_37_flash_better_than_38/pbrcq4y/"}, {"agent": "antigravity", "date": "2026-09-22", "source": "Reddit", "community": "r/google_antigravity", "text": "yeah, it just reads and reads... sometimes when i tell it to stop it actually does but i'm lucky to have that happen", "link": "https://www.reddit.com/r/google_antigravity/comments/1wni05g/we_need_a_usage_reset_now/pbf7wzo/"}]}, {"theme": "Automatic loop detection with hard budget kill switch", "criterion": "work.stuck_loops", "authorWeeks": 13, "posts": 13, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-01", "source": "X", "community": "@cursor_ai", "text": "@opendesciorg @mrrrozi @cursor_ai that’s the key boundary: enforce a budget outside the agent, then attribute spend to the run and each retry so a stuck loop can’t spend its way into success.", "link": "https://twitter.com/2093457894922473472/status/2105661631946744065"}, {"agent": "kiro", "date": "2026-09-30", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev it's brave to dare to do a loop. i'm curious about how to implement a circuit breaker for infinite loops and quota runaway?", "link": "https://twitter.com/1212651734209724416/status/2105413138879586371"}, {"agent": "pi", "date": "2026-09-29", "source": "Reddit", "community": "r/PiCodingAgent", "text": "don't tell me this is a model thing. that would be equivalent to saying it is random.\nif there are no safeguards against runaway tool calls in pi, just say it (if you know). in that case, the solution is to build such safeguards.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wt95k8/pi_has_a_tendency_to_get_stuck_in_subagent/pcsprg0/"}]}, {"theme": "Stop retrying after repeated identical failures", "criterion": "work.stuck_loops", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "it keeps getting stuck in a loop of being unable to set a timeout on a powershell script for me. this is across any opus agent.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wvayi3/to_those_claiming_this_new_claude_code_is_better/pdaa1kj/"}, {"agent": "cursor", "date": "2026-09-30", "source": "X", "community": "@cursor_ai", "text": "@mulak @cursor_ai put the environment fingerprint in the loop state and stop after a bounded number of identical failures. that turns “agent is stuck” into a diagnosable mismatch—does cursor expose the failed command plus dependency snapshot to the reviewer?", "link": "https://twitter.com/1451261536438128646/status/2105221430103441446"}, {"agent": "antigravity", "date": "2026-09-24", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "use hooks so that doesn't loop when it's having more than 3 errors for the same cmd", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1wo0v3m/eating_loop_of_my_token_in_by_38/pbqai0e/"}]}, {"theme": "Refunds for usage burned by stuck loops", "criterion": "work.stuck_loops", "authorWeeks": 2, "posts": 2, "agents": [{"id": "cursor", "authorWeeks": 2}], "examples": [{"agent": "cursor", "date": "2026-09-07", "source": "X", "community": "@cursor_ai", "text": "@mattiaswikman @cursor_ai @ryolu_ an agent that can't tell it's stuck will happily bill you for the whole afternoon, that's the actual bug. rerun runs mine now so the meter isn't really mine to watch, but yeah, i'd still be asking for the fifty back. [link]", "link": "https://twitter.com/1708040539407269888/status/2096962642636374327"}, {"agent": "cursor", "date": "2026-09-06", "source": "X", "community": "@cursor_ai", "text": "hey @cursor_ai - cursor burnt through my ultra plan and $50 om demand when it got stuck on a simple problem (adjusting css work) and just kept going for hours. so seems a bug and would like my tokens and money back. who can i contact @ryolu_?", "link": "https://twitter.com/17688497/status/2096481430985740702"}]}]}, "work.premature_stop": {"authorWeeks": 77, "themes": [{"theme": "Finish tasks without stopping early", "criterion": "work.premature_stop", "authorWeeks": 45, "posts": 46, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai if grok 4.8 can be trained to prevent stopping early, then it would be a great model series for a reasonable price. it just needs to be trained to go hours at a time rather than being hand-held through 10-minute sprints.", "link": "https://twitter.com/1841200327980195848/status/2108731963615977796"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i actually have my linux server set to always on even if it loses power and launches my vscode. process still requires me to chat claude from mobile and tell it to go again", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1esxn/attention_heavy_ai_users/peuavxh/"}, {"agent": "opencode", "date": "2026-10-07", "source": "X", "community": "@opencode", "text": "why the @opencode is stopping in the middle of the work?\nany ideas how to prevent it ?\ni do not have this problem with claude code [link]", "link": "https://twitter.com/1341301834527498241/status/2107956772371914892"}]}, {"theme": "Graceful stop with handoff summary and checkpoint", "criterion": "work.premature_stop", "authorWeeks": 16, "posts": 16, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the time limit is up, will there be a wrap-up?\ndon't cut it off halfway.\nthis change is quite user-friendly.", "link": "https://twitter.com/2066846388848308224/status/2105988254910591248"}, {"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the wrap-up i'd want is a small handoff: files changed, tests actually run, anything still broken, and the next unfinished step. finishing an edit is useful; knowing what's safe to resume is what makes the pause workable.", "link": "https://twitter.com/2180560289/status/2103887228099535203"}, {"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the important part is leaving the repo in a state the next session can trust. a short wrap-up that finishes the edit and says what remains is more useful than a hard stop with a half-written diff.", "link": "https://twitter.com/1366427283397824513/status/2103881860304810129"}]}, {"theme": "Auto-continue without resume prompts", "criterion": "work.premature_stop", "authorWeeks": 14, "posts": 14, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "amp", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "avearage 26 token/ sec for me. fable was around 30. so it's not that bad since it doesn't stop every 5 seconds to ask for 'continue' (looking at you gpt 5.5) so you can just let it run", "link": "https://www.reddit.com/r/codex/comments/1wu2mnp/gpt_61_is_great_value_but_very_slow_after_10/pczuw60/"}, {"agent": "opencode", "date": "2026-09-30", "source": "X", "community": "@opencode", "text": "opencode v2 is still not very good, it seems that the exit condition of the agent loop is too easily triggered, it often just stops working by itself, and i need to send a message to continue for it to keep going @opencode", "link": "https://twitter.com/14202679/status/2105172662087819405"}, {"agent": "amp", "date": "2026-09-28", "source": "X", "community": "@AmpCode", "text": "@sqs @thesammykins @ampcode i also notice low mode doesn't soldier on, it starts stopping after a while and i need to continuously nudge it to carry on.", "link": "https://twitter.com/437728663/status/2104451506590429607"}]}, {"theme": "Perform the action instead of describing it", "criterion": "work.premature_stop", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-20", "source": "Reddit", "community": "r/codex", "text": "lol i just told astra that it is acting lazy, especially with the voice mode. it just doesn't go in-depth and will stop and claim it is done. ", "link": "https://www.reddit.com/r/codex/comments/1w8t3tu/astra_is_lazy/pb0tp6h/"}, {"agent": "claude-code", "date": "2026-09-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs be good to implement it not write docs. genuinely killing me today", "link": "https://twitter.com/1754028639052517376/status/2099491116194410711"}, {"agent": "codex", "date": "2026-09-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "any chance in the next update to @openai codex and/or astra can include a fix for astra just apologizing for not doing something when i mention a mistake and not doing work and then killing the thread? @ajambrosino @thsottiaux @sama", "link": "https://twitter.com/1632699243231051777/status/2099098730062389480"}]}]}, "work.long_running_autonomy": {"authorWeeks": 222, "themes": [{"theme": "Goal mode with /goal command", "criterion": "work.long_running_autonomy", "authorWeeks": 25, "posts": 25, "agents": [{"id": "opencode", "authorWeeks": 13}, {"id": "codex", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode @thdxr i love opencode. i don't love being its human \"continue\" button.\ni give it a whole task, it finishes one piece and stops. i have to sit there nudging it instead of getting on with my work. that's why i want a proper goal/loop mode.\n [link]", "link": "https://twitter.com/2110196962913845249/status/2111730280125837424"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "fr:\nallow users to edit the goal\nallow users to see whether the goal is running\nallow thread-specific goals\nallow users to see which subagents are in use, along with their history\n@claudedevs \n#claude #claudeprojects", "link": "https://twitter.com/853526165570686976/status/2110436098585289160"}, {"agent": "opencode", "date": "2026-10-12", "source": "X", "community": "@opencode", "text": "@opencode please add a goal mode.🙏🙏🙏🙏🙏🙏🙏🙏🙏. so i can give the agent a roadmap. and keep the agent working on that nonstop. and meanwhile i can edit the roadmap. so it keeps working.", "link": "https://twitter.com/1405852314452172800/status/2109529070098854208"}]}, {"theme": "Reliable multi-hour unattended runs", "criterion": "work.long_running_autonomy", "authorWeeks": 17, "posts": 18, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "i wish they‘d let [zip code] agents fix their shit at some point in the near future. navier-stokes is cool, but codex just breaks after 1-2h of work.", "link": "https://www.reddit.com/r/codex/comments/1wy3egt/codex_in_windows_is_absolute_trash/pe60c2t/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity i think the i think the most critical thing is to finish the task. the long-term task finish rate is quite low", "link": "https://twitter.com/2039101542922358784/status/2107595378065596704"}, {"agent": "pi", "date": "2026-10-02", "source": "X", "community": "@pidotdev", "text": "@shao__meng @pidotdev it would be great if long tasks don't break down halfway.", "link": "https://twitter.com/835610143/status/2105984363439800541"}]}, {"theme": "Pause and resume running agents", "criterion": "work.long_running_autonomy", "authorWeeks": 17, "posts": 17, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs five agents building the wrong thing at once is a pretty good case for a ‘pause all’ button.", "link": "https://twitter.com/1306184337390333957/status/2110619629391614404"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "fr:\nallow users to edit the goal\nallow users to see whether the goal is running\nallow thread-specific goals\nallow users to see which subagents are in use, along with their history\n@claudedevs \n#claude #claudeprojects", "link": "https://twitter.com/853526165570686976/status/2110436098585289160"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity takes too long, nothing to stop or pause button,", "link": "https://twitter.com/2073014389431525376/status/2107365828769591801"}]}, {"theme": "Asynchronous background task execution", "criterion": "work.long_running_autonomy", "authorWeeks": 15, "posts": 16, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "claude code has a very useful feature, which is the monitor. codex cli has been updated for so long, but it still doesn't have this feature. [link]", "link": "https://twitter.com/1398530874400935937/status/2110644192695496863"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah, same kind of glued stack i am looking to avoid. ideally, when i am coding i could run a command in the background that could do things on its own, like a personal linkedin assistant.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wwoxzr/claude_for_linkedin/pdrmwee/"}, {"agent": "cursor", "date": "2026-10-03", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai can you please make this like devin where you can run hands free on the cloud.", "link": "https://twitter.com/14183440/status/2106324894472630591"}]}, {"theme": "Durable state and checkpoint recovery", "criterion": "work.long_running_autonomy", "authorWeeks": 14, "posts": 14, "agents": [{"id": "pi", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@brunobuildsai @claudedevs claude's docs say a 'completed' workflow can include failed workers. i'd log reviewed file ranges separately from findings, and put unfinished ranges back on the queue. a retry should know where to pick up.\n[link]", "link": "https://twitter.com/1412345902484840452/status/2109011626599084256"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs scheduled slack/github read + memory is the easy part. the question is what happens when the run half-fails and posts a duplicate update. idempotency key per run, or you'll spam the channel.", "link": "https://twitter.com/122987725/status/2108420657319211256"}, {"agent": "pi", "date": "2026-10-06", "source": "X", "community": "@pidotdev", "text": "@omarsar0 @pidotdev i want one of these pointed at the overnight jobs that stop and ask a human before they touch a real account. which means the approval is still sitting there in the morning after a restart. and most setups lose it when the process dies", "link": "https://twitter.com/966599122206765056/status/2107276971667530032"}]}, {"theme": "Always-on proactive persistent agents", "criterion": "work.long_running_autonomy", "authorWeeks": 11, "posts": 14, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai finally the agent can show its work in a dashboard. \nnext quarter: the agent reads the dashboards so nobody else has to do it and take action on it.. please? 😅", "link": "https://twitter.com/162624081/status/2111234554346512673"}, {"agent": "cursor", "date": "2026-10-04", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai can you ship a feature to run multiple config defined cloud dark factories to code 24/7 with no human intervention, and communication between factories like gascity and wasteland.", "link": "https://twitter.com/14183440/status/2106665256915480901"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeAI", "text": "i think anthropic’s version is the elaborate always-on framework every claude code nerd inevitably builds for themselves running on, like, a raspberry pi.\n(they could help a nerd out and make this available to individual subs \n[link])", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wu1292/openai_just_launched_dots_alwayson_agents_does/pd5exjg/"}]}, {"theme": "Built-in cron and scheduled agent runs", "criterion": "work.long_running_autonomy", "authorWeeks": 11, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs scheduled agents could make staying updated feel completely effortless", "link": "https://twitter.com/930170538055684097/status/2108855218381246972"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "sure it can schedule a codex task, but cant schedule anything for itself. try telling it to check the weather tomorrow morning at 9am. it will either spawn a codex session and waste usage, or it wont do anything at 9am. but its perfectly capable of using its web browser. lazy. ", "link": "https://www.reddit.com/r/codex/comments/1wyipj9/working_with_your_dot_is_like_working_with_the/pe3hpib/"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs very cool, thanks for sharing. will you consider converting this to a loop that will repeatedly look for perf wins on a scheduled cadence in the future?", "link": "https://twitter.com/1758270639410905089/status/2103154301967257629"}]}, {"theme": "Explicit stop conditions and completion criteria", "criterion": "work.long_running_autonomy", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-02", "source": "X", "community": "@FactoryAI", "text": "@factoryai recurring agent workflows are only useful if the stop condition is boring and explicit. i would schedule the happy path, then force every run to leave the same evidence bundle a human can reject in one glance.", "link": "https://twitter.com/2099871292480421888/status/2106099423478722599"}, {"agent": "claude-code", "date": "2026-09-23", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the useful change is not that a session survives laptop closure. it is that the agent can keep moving through a long task. that makes stop conditions, approvals, and a readable run history non-negotiable.", "link": "https://twitter.com/1606668181137166337/status/2102884349846905172"}, {"agent": "claude-code", "date": "2026-09-23", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs before closing the laptop, i’d want “stop when...” written as clearly as “build...”. a good overnight task needs an ending.", "link": "https://twitter.com/430823545/status/2102872680877965582"}]}, {"theme": "Loop mode that runs until condition met", "criterion": "work.long_running_autonomy", "authorWeeks": 8, "posts": 8, "agents": [{"id": "antigravity", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-03", "source": "X", "community": "@opencode", "text": "@thdxr this seems like a good demo of something to fix in @opencode the fact that he had to keep prompt to try one more time, instead of allowing the harness to loop till i == n or so...", "link": "https://twitter.com/1394566483066294275/status/2106471021717139469"}, {"agent": "antigravity", "date": "2026-09-28", "source": "X", "community": "@antigravity", "text": "@antigravity i think we need to update the target mode so it can keep going without stopping, just like codex.", "link": "https://twitter.com/1379500160284155904/status/2104643522045599830"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@antigravity can't wait to use loops in antigravity next year 💪", "link": "https://twitter.com/308867922/status/2103924848624050287"}]}, {"theme": "Timeouts for hung tasks", "criterion": "work.long_running_autonomy", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "text": "give me the indispensable omp advisory watchdogs and i will be your fanboy.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x38p5g/now_on_windows_pibolt_083_the_pi_coding_agent/pf9ihl5/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "could the telegram bot flag pending work that hasn't progressed for a while? that might help catch the two-day silent stop, though i'd be curious whether that check could stay simple enough to avoid adding to the maintenance burden.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1cjf3/i_ran_an_autonomous_coding_pipeline_for_two_weeks/peswa0h/"}, {"agent": "codex", "date": "2026-09-05", "source": "Reddit", "community": "r/codex", "text": "damn i wish the app would auto retry unlimited times so i don’t wake up with a hanged task", "link": "https://www.reddit.com/r/codex/comments/1w83pca/first_time_ever_seeing_this_in_codex_astra_at/p7zmgou/"}]}, {"theme": "Automations created and managed from sessions", "criterion": "work.long_running_autonomy", "authorWeeks": 6, "posts": 6, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai you should let my automations edit themselves so they can be self correcting, also i want ot be able to create automations from my agent sessions - would be really nice!", "link": "https://twitter.com/1188188790/status/2110398627357327433"}, {"agent": "factory", "date": "2026-10-02", "source": "X", "community": "@FactoryAI", "text": "@factoryai wait, custom workflows only just went ga? that's the starting point. teams don't want to babysit an agent, they want their own sdlc flows running on triggers with approvals in the loop, and that's the whole product at @iamovercut, not an add-on", "link": "https://twitter.com/1276773667427495936/status/2105969926527754329"}, {"agent": "opencode", "date": "2026-09-06", "source": "X", "community": "@opencode", "text": "@alexandr_wang i really like this model but have too many errors running it in contributor mode from @opencode go. results are good but it’s not reliable to run automated workflowsyet, unfortunately.", "link": "https://twitter.com/1086957899140739072/status/2096691420639699368"}]}, {"theme": "Progress updates during long runs", "criterion": "work.long_running_autonomy", "authorWeeks": 3, "posts": 3, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition congratulations! first, i have a request: when devin runs long tasks, can it provide more progress updates instead of just working for an hour and suddenly throwing a pr over?", "link": "https://twitter.com/1280564694185439232/status/2111381205275095333"}, {"agent": "claude-code", "date": "2026-09-12", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs watching a long run without it owning your foreground changes how much you hand over. half my sessions got babysat only because the output had nowhere else to live.", "link": "https://twitter.com/2040491895328038912/status/2098786618156924930"}, {"agent": "claude-code", "date": "2026-09-03", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes absolutely hate when it runs wild for an hour and fucking ignores you when you check on it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w6j804/its_been_a_couple_of_days_since_fable_51_was/p7nziex/"}]}]}, "work.multi_agent_orchestration": {"authorWeeks": 729, "themes": [{"theme": "Subagent activity visibility", "criterion": "work.multi_agent_orchestration", "authorWeeks": 75, "posts": 77, "agents": [{"id": "codex", "authorWeeks": 21}, {"id": "claude-code", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 9}, {"id": "pi", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudedevs can we get the stats back in the new subagent view?\ni loved the fact that i could see the model being used, token usage, amount of tool calls etc. [link]", "link": "https://twitter.com/2091447861942616064/status/2110664632335487047"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the phased plan is the interesting part. for real work, i’d want to see each agent’s task and intermediate result, so it’s easy to catch a workflow going off track.", "link": "https://twitter.com/2060554585643843585/status/2108923660920840671"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "tried @claudedevs projects. @cursor_ai has nothing to worry about. yet.\n-&gt; no repo checkout in the main session: every codebase question = a cloud session\n-&gt; black box: reads my skills/playbooks? runs my subagents? no idea\nbut right direction though. @addyosmani roadmap? 🙏", "link": "https://twitter.com/2578930976/status/2108897888537571339"}]}, {"theme": "Messaging between agent sessions", "criterion": "work.multi_agent_orchestration", "authorWeeks": 68, "posts": 74, "agents": [{"id": "codex", "authorWeeks": 31}, {"id": "claude-code", "authorWeeks": 29}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "good idea, i've been using mcp mode to allow claude to call codex. i wish there was some way to expand the session to session messaging setup that claude has into other harnesses.\nmessaging feels more natural for agents checking something with another session and it's two-way.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x46596/i_built_a_claude_code_mod_that_hands_work_to/pfh543i/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "persistent context (doesn't disappear after finished task), i believe, and the ability to \"talk\" between them.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2k7dz/if_you_dont_have_access_to_claude_code_projects/pf5n4xc/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "true, for a quick one-off that's the simplest. it starts a separate codex run though, not the thread i have open. i wanted the two sessions i'm actually working in to talk to each other, in both directions.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz6sr8/i_was_the_clipboard_between_claude_code_and_codex/pep7lcd/"}]}, {"theme": "Built-in first-class subagent orchestration", "criterion": "work.multi_agent_orchestration", "authorWeeks": 60, "posts": 63, "agents": [{"id": "codex", "authorWeeks": 18}, {"id": "pi", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 10}, {"id": "claude-code", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "warp", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-10", "source": "Reddit", "community": "r/PiCodingAgent", "text": "its one of the best arguments for features moving into the core. still want to be able to toggle things on or off, but one subagent api would allow deeper integration without reimplementing features", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wzgr8b/pioptchat_never_compact_again_endless_chat_as_a/pf4jdqp/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "a single dot is not helpful. i need a group of dots, like grok bot", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pf00l44/"}, {"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "the fact that i built a ductape version of this with @ampcode + puck + github issues + hermes is really annoying.\ni love building, but there comes a time when inventing my own tools to use on my own cuts into time i need to spend on paying projects. [link] [link]", "link": "https://twitter.com/1898512810272763904/status/2109018108816199886"}]}, {"theme": "Multiple parallel sessions", "criterion": "work.multi_agent_orchestration", "authorWeeks": 49, "posts": 50, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@poteto and @cursor_ai team please make @bot better at multi-tasking, it's getting frustrating to deal with repeating myself all the time!", "link": "https://twitter.com/8767922/status/2111156066923004249"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@sualehasif996 @mntruell @cursor_ai \nwill you guys let me make models \"compete\" on a task so i can give them the same concept &amp; see what they all come up with at the same time (useful in ideation)", "link": "https://twitter.com/19925326/status/2110761566312558715"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@joshua_wd @claudedevs yes it would make it so easy to work on multiple projects\nnow i just have new sessions opened in dozens of new windows", "link": "https://twitter.com/1403063142960316418/status/2110485120461488349"}]}, {"theme": "Event-driven completion instead of polling", "criterion": "work.multi_agent_orchestration", "authorWeeks": 42, "posts": 45, "agents": [{"id": "codex", "authorWeeks": 31}, {"id": "claude-code", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "i usually just type in the chat that the polling or constant checking is wasting tokens and please up the wait time.", "link": "https://www.reddit.com/r/codex/comments/1x4bcce/how_do_i_stop_codex_cli_wasting_tokens_when_it/pfifayv/"}, {"agent": "codex", "date": "2026-09-27", "source": "Reddit", "community": "r/codex", "text": "i also came up with a patch, no bugs and only cost 5 tokens! don’t poll subagents ", "link": "https://www.reddit.com/r/codex/comments/1wrw3wy/1000_lines_348_bn_tok_393_subagents_42_pro20/pch38sj/"}, {"agent": "claude-code", "date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "text": "don't set active polling of my simulation runs with the multiagent team that go overnight...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wp23t8/what_rule_in_your_claudemd_clearly_has_a_backstory/pbskfgc/"}]}, {"theme": "Orchestrate other vendors' agents and models", "criterion": "work.multi_agent_orchestration", "authorWeeks": 40, "posts": 41, "agents": [{"id": "codex", "authorWeeks": 17}, {"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @klarkxy @cognition i hope the fusion division can break down some tasks similar to [link] k3) for the frontend and the gpt subscription for gpt to write and review code.", "link": "https://twitter.com/1685511781656207361/status/2111394615706481098"}, {"agent": "cursor", "date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "text": "im using both as well and my grokbots pop prompts & files into zips that i drop into claude then they check the outputs and make adjustments. i love it and if they could manage cursor and claude the same way id feel like the king of the world", "link": "https://www.reddit.com/r/cursor/comments/1x3r2hw/anyone_still_using_cursor_next_to_claude_code/pfdu8jp/"}, {"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @bot for context, i run a small team of grok bots: an engineer that writes prs, a qa bot that reviews and tests them, and a cto bot that signs off. we're on github today, but i'd love to move everything to cursor origin. [link]", "link": "https://twitter.com/2202766427/status/2108654484360454193"}]}, {"theme": "Supervisor session managing other sessions", "criterion": "work.multi_agent_orchestration", "authorWeeks": 39, "posts": 41, "agents": [{"id": "claude-code", "authorWeeks": 14}, {"id": "codex", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs we need a manager. it is getting hard managing so many projects at the same time.", "link": "https://twitter.com/625480492/status/2111082796970074145"}, {"agent": "zed", "date": "2026-10-15", "source": "X", "community": "@zeddotdev", "text": "interesting reality i live in now i don’t use any standalone terminal app - only @zeddotdev as i am often in a project that has files or is project related.\ni basically need the idea of @herdrdev in zed ❤️", "link": "https://twitter.com/3091161/status/2110871499804745934"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "i agree. when i heard about it i was excited and then i realized the coordinator is a low quality chat session. claude code needs some sort of management layer added to it but this isn’t it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5n490/how_to_use_claude_code_projects_effectively/pgsp144/"}]}, {"theme": "Structured handoff receipts and audit trail", "criterion": "work.multi_agent_orchestration", "authorWeeks": 36, "posts": 37, "agents": [{"id": "cursor", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 11}, {"id": "cline", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@preem1nent @claudedevs saw you already put session ids in the docs. could you add the parent id and a one-line 'doing / blocked / done' status there too? have each child update its own note. that'd give you one place to see what's still running without opening every thread.", "link": "https://twitter.com/1093746022616948736/status/2111301734073323822"}, {"agent": "factory", "date": "2026-10-13", "source": "X", "community": "@FactoryAI", "text": "@factoryai if an environment rebuild lands mid-mission, do replacement workers stay on the original snapshot? recording the snapshot id and tested commit with each result would help separate a code regression from a dependency change on retry.", "link": "https://twitter.com/2105299416261500928/status/2109982272929792417"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can a completed run surface failed child threads directly, without a separate event scan?", "link": "https://twitter.com/189095010/status/2108885361854148649"}]}, {"theme": "Configurable multi-model agent teams with roles", "criterion": "work.multi_agent_orchestration", "authorWeeks": 25, "posts": 27, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 6}, {"id": "pi", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "they can flex on solving 1000 human-years of math problems no one asked for, but can't make a better app that lets you remote from one windows desktop to another or a ui to manage agent personas and agent orchestration graphs directly within codex", "link": "https://www.reddit.com/r/codex/comments/1x1txde/21k_open_issues_over_half_tagged_app_what_exactly/pgmm69a/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs a whole fleet of agents and nobody gave the lead a personality file.", "link": "https://twitter.com/2072865652696662016/status/2109047157026394408"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @bcherny i trully cannot believe there is no way to create agent profiles with their own skills, instructions, connections and knowledge, you you dont have to spawn a vanilla claude session and instead a specialized agent for that task", "link": "https://twitter.com/1710605415900123136/status/2108886733211476221"}]}, {"theme": "Configurable cap on subagent count and spend", "criterion": "work.multi_agent_orchestration", "authorWeeks": 25, "posts": 25, "agents": [{"id": "claude-code", "authorWeeks": 17}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the lead-agent-writes-a-plan-then-fans-out model is the right shape for orchestrators. question is who owns the spend policy when phase 3 spawns 200 agents and each one can call a paid tool. runtime guardrails or it's just a fancy for-loop.", "link": "https://twitter.com/97014191/status/2109263992170631541"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "happened to me once, i allowed up to 3 agents at the same time, i checked background tasks and noticed 7. asked claude why i see 7, told me that i allowed 3 agents, but never specified if the agents can spawn sub-agents to help them ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2h2u4/opus_55_spawned_17_subagents/pf41vrf/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "make an agent limit. very easy instructional you can have it also ask you when you want over \"x\" agents please verify with me. save as a memory or skill.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2h2u4/opus_55_spawned_17_subagents/pf3yhpr/"}]}, {"theme": "Conflict prevention for parallel agents", "criterion": "work.multi_agent_orchestration", "authorWeeks": 24, "posts": 24, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i’d love the overview to flag when two sessions are changing the same files. knowing where work overlaps would make parallel sessions easier to trust, especially before merging the results.", "link": "https://twitter.com/3749904314/status/2110773061909926104"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@maxforai @claudedevs what i'm most afraid of in a multi-conversation is not being unable to manage it, but not knowing which window is secretly modifying main behind my back.", "link": "https://twitter.com/2076716061479899136/status/2110554551304724765"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs parallel sessions and optional worktrees sound useful. when two sessions share a folder without worktrees, how are overlapping file edits surfaced before one session overwrites the other?", "link": "https://twitter.com/716190923026259968/status/2110551567430750441"}]}, {"theme": "Steer running subagents", "criterion": "work.multi_agent_orchestration", "authorWeeks": 23, "posts": 25, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai after temporarily changing the target, will the background sub-tasks continue to run according to the old target? it would be more reassuring if this part could be canceled or updated together.", "link": "https://twitter.com/1736348232815656960/status/2107152607928328380"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs atleasf now can we directly tak to subagents and pin parts of a chat??", "link": "https://twitter.com/939355470996815873/status/2105890583298384252"}, {"agent": "opencode", "date": "2026-10-01", "source": "Reddit", "community": "r/opencodeCLI", "text": "have opencode research how to carry that feature over to the cli / tui based on openchamber's implementation. there's definitely a way", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wva8z2/the_only_features_from_claude_code_that_i_miss_in/pdafvbe/"}]}]}, "work.reward_hacking": {"authorWeeks": 19, "themes": [{"theme": "Stop gaming tests", "criterion": "work.reward_hacking", "authorWeeks": 11, "posts": 11, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs kind of wish it would natively reviewed in a neutral unbiased way though. most of the time, unless instructed, it will test to pass rather than test to failure so things slip through the cracks.", "link": "https://twitter.com/2102840901856890880/status/2111803927914291487"}, {"agent": "antigravity", "date": "2026-10-06", "source": "Reddit", "community": "r/google_antigravity", "text": "i used it to catch all the faked testing flash just loves to do. burned through usage in about an hour of what i consider light use on a 20x plan. i can't wait for 4 to come out ffs.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwfcav/google_finally_added_opus_55_and_sonnet_55_on/peaq4rs/"}, {"agent": "codex", "date": "2026-09-19", "source": "Reddit", "community": "r/codex", "text": "don't care about some intelligence index testing on 2-minute-long tasks. the moment something goes not according to plan, luna wrecks your codebase just to make the tests pass", "link": "https://www.reddit.com/r/codex/comments/1wktz31/before_you_use_terra_sol_and_even_astra_in_codex/patlxl4/"}]}, {"theme": "Enforce safeguards outside the model", "criterion": "work.reward_hacking", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-26", "source": "Reddit", "community": "r/ClaudeCode", "text": "the next drift class i would test is rule circumvention after a block. an agent may avoid the forbidden file but route the same change through a generated script, build step or config indirection. log the corrective path, not only the blocked call.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wqz10o/i_built_a_hook_that_stops_claude_code_when_it/pc8o7i7/"}, {"agent": "codex", "date": "2026-09-07", "source": "Reddit", "community": "r/codex", "text": "honesty, i'd pay more for a model that had safeguards for bsing and bad behavior built in. its ridiculous that i need so much harness overhead to handle it.", "link": "https://www.reddit.com/r/codex/comments/1wa01w3/codex_astra_tried_to_fake_evidence_to_satisfy_a/p8er80d/"}]}, {"theme": "Baseline mismatch check before promote", "criterion": "work.reward_hacking", "authorWeeks": 2, "posts": 2, "agents": [{"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "text": "one race i don't see covered in `promote`: it resolves the run, validates it, then atomically rewrites the baseline, but it doesn't appear to assert that the baseline is still the one the reviewer compared against. if two people review different runs and promote minutes apart, can the second silently replace a newer approved baseline? a compare-and-swap on the prior baseline key or hash seems useful there.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wovklc/built_a_regression_gate_for_llm_apps_then_made_it/pbqadsr/"}]}]}, "work.destructive_actions": {"authorWeeks": 194, "themes": [{"theme": "Hard rules enforced via hooks", "criterion": "work.destructive_actions", "authorWeeks": 25, "posts": 25, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}], "examples": [{"agent": "cursor", "date": "2026-10-11", "source": "Reddit", "community": "r/cursor", "text": "i've been saying for the better part of two years that terminal commands should be whitelist by default, and rules applied against agents should be hard gates that actively prevent behavior, not suggestions that agents can ignore at will.", "link": "https://www.reddit.com/r/cursor/comments/1x3az20/cursor_agent_ran_a_recursive_rmdir_from_c_and/pfbe79h/"}, {"agent": "opencode", "date": "2026-10-07", "source": "X", "community": "@opencode", "text": "@minipai @opencode that one deserves a lint rule instead of an agents.md line. a failing build about enter-to-submit gets obeyed every time; a sentence in a doc gets obeyed when the model feels like it.", "link": "https://twitter.com/2022724062892457984/status/2107825600379716057"}, {"agent": "cursor", "date": "2026-09-29", "source": "Reddit", "community": "r/AI_Agents", "text": "how strict are you making the prompt rule in your system guidelines? whenever i tell claude code or cursor to \"check github first\", half the time it ignores the constraint unless i explicitly block tool access until a search step executes", "link": "https://www.reddit.com/r/AI_Agents/comments/1wt3kmi/how_to_stop_coding_agents_from_hallucinating/pcqsy8u/"}]}, {"theme": "Kill switch for autonomous agents", "criterion": "work.destructive_actions", "authorWeeks": 22, "posts": 22, "agents": [{"id": "claude-code", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "this is exactly why agentic needs boring os-level guardrails: max process count, browser launch caps, and a kill switch. the model will not self-rate-limit when the goal says hurry.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1esxn/attention_heavy_ai_users/petyigy/"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai remote control for a local agent is useful, but the trust boundary matters too: can users see which repo or files the agent can access and stop the run from the phone? clear scope and cancellation make this workflow feel safer.", "link": "https://twitter.com/2106532062031118337/status/2107723158396735967"}, {"agent": "cursor", "date": "2026-10-03", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai catch → issue → cloud agent fix is a strong loop. twin lock before that agent runs: named finish line for the fix + hard revoke mid-run, or a flaky pr becomes unbounded spend.", "link": "https://twitter.com/1911453463889825792/status/2106411033682481522"}]}, {"theme": "OS-level sandboxing enabled by default", "criterion": "work.destructive_actions", "authorWeeks": 21, "posts": 21, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "⚠️ concerned about #opencode: without the specific configuration (which isn't there by default), it can escape the project directory. in one case it read the usersecrets in the user folder. sandboxing should be opt-out, not opt-in. be careful. 🔒@opencode", "link": "https://twitter.com/2042919490220879874/status/2111476794339569989"}, {"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "i had auto-approve enabled when it happened. opencode executed `remove-item -recurse -force` and deleted several folders outside the project. i've disabled auto-approve now, but i want a more reliable solution that prevents modifications outside the workspace at the os level.", "link": "https://www.reddit.com/r/opencode/comments/1x7q6ar/how_do_you_prevent_opencode_from_deleting_files/ph6lzc0/"}, {"agent": "pi", "date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "text": "you should probably launch bwrap with env -i, otherwise, the environment variables of your current session are visible in /proc/1/environ.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x2s6st/sandboxing_pi_bubblewrap_vs_podman_quick_tutorial/pf91ou0/"}]}, {"theme": "Built-in destructive command guard by default", "criterion": "work.destructive_actions", "authorWeeks": 19, "posts": 19, "agents": [{"id": "claude-code", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "@lydiahallie @restitutor_ @claudedevs these things really need nuclear weapon/reactor level of failsafe. you should look them up. \nthey have multilayers. one was accidentally dropped by a plane but the last failsafe saved the earth.", "link": "https://twitter.com/1597885282325602306/status/2109743163099185233"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "a blocked rm still leaves the model choosing it, since nothing else is on offer. add a single-file delete tool and drop the shell delete from the tool list, so the scoped option is the only one in context.", "link": "https://www.reddit.com/r/codex/comments/1x2q75b/why_is_sol_obsessed_with_recursive_delete_commands/pf528xq/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "come on people….are we still not leaning? make sure that ai can’t delete critical things. if you know it’s going to affect the file system, ensure that there’s proper guardrails and authorization to not blow it up ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzqk1f/claude_opus_55_deleted_a_users_c_drive/pefa9h4/"}]}, {"theme": "Confirmation before deleting files or data", "criterion": "work.destructive_actions", "authorWeeks": 18, "posts": 19, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-01", "source": "Reddit", "community": "r/cursor", "text": "yeah it is better for your to delete yourself always or ask the ai to always ask you before deleting", "link": "https://www.reddit.com/r/cursor/comments/1wur8i7/composer_wiped_out_my_whole_drive/pd72vp4/"}, {"agent": "cursor", "date": "2026-09-29", "source": "X", "community": "@cursor_ai", "text": "@gregce10 @cursor_ai 6gb of old cursor agent clis is a desk with no janitor.\nwe'd give scout a cleanup routine and keep the human go on anything that deletes.\nhow many versions were you still actually using?\n@bot", "link": "https://twitter.com/2103865495808069632/status/2104951860499263791"}, {"agent": "codex", "date": "2026-09-27", "source": "Reddit", "community": "r/codex", "text": "yes thankfully (from temp files i think or i don't even know where to be honest), either really unlucky considering the timing with your post or they messed something up recently... i think it's best to forbid it from deleting anything now.", "link": "https://www.reddit.com/r/codex/comments/1wnj6av/codex_cleanup_went_outside_the_folder_i/pcc3l7x/"}]}, {"theme": "Undo agent edits", "criterion": "work.destructive_actions", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs code review that stays on the pr is useful. the missing piece is still a clear file-level undo when the agent already merged ten quiet edits.", "link": "https://twitter.com/1689650211810123776/status/2110941530454376724"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity congrats! i'd personally add one giant undo button for when the agent redesigns the whole app mid-thought. excited to see where you take this 🙌", "link": "https://twitter.com/1111007101894172672/status/2107484654391464365"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeAI", "text": "i really like it's undo feature (without setting up git, it has internal built in git i guess..) it's great for quick iterations without polluting context, does claude code has that??\ncodex requires setting up git..", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wufk1u/gemini_4_is_out_the_competition_has_woken_up/pd65i52/"}]}, {"theme": "Protection against destructive git operations", "criterion": "work.destructive_actions", "authorWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "could also just block pushes to master, and not do all the moronic hacks in this thread.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x30efx/a_good_reason_to_ensure_your_backups_are_up_to/pf7wjol/"}, {"agent": "factory", "date": "2026-10-08", "source": "X", "community": "@droid", "text": "@cheatyyyy @droid auto mode deleting branches with uncommitted work is the nightmare. what saved us: branch -d, reset and push need a human yes. agent proposes, human approves. uncommitted work deserves a gate, not trust.", "link": "https://twitter.com/2056079760749670400/status/2108143171280752759"}, {"agent": "antigravity", "date": "2026-09-23", "source": "X", "community": "@antigravity", "text": "@antigravity fix the hallucinations first, your product antigravity - agent arch has no proper handoff / termination, it says \"done\" then keeps running. \nmine did a git reset --hard on its own and wiped 3hrs of work. no one trusts it offline or online rn", "link": "https://twitter.com/1624863447304536065/status/2102890276998250612"}]}, {"theme": "Automatic backups and trash before destruction", "criterion": "work.destructive_actions", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs could you develop a feature where you can place a lock on an artifact? just so visually you know not to delete it, but more than that you're unable to delete it even when using the ui in claude desktop. hope that makes sense.", "link": "https://twitter.com/1502422348061818881/status/2109055058096668867"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "backups that claude code can't access. either pull based or append only methods. it's the only way.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzacmn/how_to_ensure_claude_code_cant_delete_anything/pea3vse/"}, {"agent": "claude-code", "date": "2026-09-19", "source": "Reddit", "community": "r/ClaudeCode", "text": "i would have said a backup feature would have been a higher priority than delete. but hey...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wjn6cw/claude_destroyed_my_entire_project_and_home/paqzs5c/"}]}, {"theme": "Safeguards against acting on production", "criterion": "work.destructive_actions", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-05", "source": "X", "community": "@FactoryAI", "text": "@render @factoryai can the droid target a preview environment by default and leave production promotion for review? that would make the first deploy much easier to trust.", "link": "https://twitter.com/936703666928709632/status/2107194878795055460"}, {"agent": "cursor", "date": "2026-10-04", "source": "X", "community": "@cursor_ai", "text": "turns out it was all good and my other permissions controls caught it anyway, but might want to fix this @cursor_ai—it's alarming to see a random acct attempting to ship a bunch of code over a few mins all of the sudden and getting auto-invited to my prod vercel", "link": "https://twitter.com/39139406/status/2106658064409530376"}, {"agent": "factory", "date": "2026-10-02", "source": "X", "community": "@FactoryAI", "text": "@meistercoins @factoryai ngl the real failure mode is picking the wrong dashboard and redeploying prod over a typo. scope access to read-only dashboards before any writes.", "link": "https://twitter.com/1975683661329801218/status/2105853661419339999"}]}, {"theme": "Scoped revocable credentials", "criterion": "work.destructive_actions", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs fresh vm per task is the right default. biggest thing i'd check is what the github connection can touch, scope it to the one repo so a runaway session can't push anywhere else", "link": "https://twitter.com/3272231839/status/2107559314340941898"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can the team work on some stricter rules for claude not being able to read the .env \ni had to rotate 30+ credentials because claude didn't follow .gitignore and claude.md instructions", "link": "https://twitter.com/346293495/status/2106028355506348265"}, {"agent": "devin", "date": "2026-09-22", "source": "X", "community": "@cognition", "text": "@cognition before the ssh handoff, check if environment variables and secrets remain in the session. the cli is convenient, but residual credentials often cause issues.", "link": "https://twitter.com/1619634971848892418/status/2102266869151302118"}]}, {"theme": "Preview effects before destructive changes", "criterion": "work.destructive_actions", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs blast radius is the one i'd want stress tested. rm -rf on a literal path is easy to preview, but an agent's riskiest commands are usually rm -rf \"$dir\" or a script that deletes things inside it, and those don't show their target until they run.", "link": "https://twitter.com/2081594584610848768/status/2106199608779284606"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs this is the right ux for dangerous shell.\nshow the blast first. then ask. a yes/no prompt with no preview is how force pushes sneak through.", "link": "https://twitter.com/1659286126333493248/status/2106025662754799974"}, {"agent": "cursor", "date": "2026-09-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai it's very appealing for the project to monitor ci and slack by itself, but i would be a bit conservative about the step of automatically fixing prs: first provide a patch and test results, then let people click to merge, to avoid \"fixing\" and introducing new issues.", "link": "https://twitter.com/2259799350/status/2099333313315864966"}]}, {"theme": "Block recursive deletes at drive root", "criterion": "work.destructive_actions", "authorWeeks": 7, "posts": 10, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "text": "yes hooks would have stopped it, i know that now. i'm not saying cursor is the only one to blame. my point is many people don't know these hooks exist, so a safe default for drive root would help them.", "link": "https://www.reddit.com/r/cursor/comments/1x3az20/cursor_agent_ran_a_recursive_rmdir_from_c_and/pfdoi5x/"}, {"agent": "opencode", "date": "2026-09-05", "source": "Reddit", "community": "r/opencodeCLI", "text": "i'd be pretty mad if i had my laptop nuked by an ai as well \nppl are blaming the prompt but that's just bs \nno ai agent should destroy your laptop like that obviously", "link": "https://www.reddit.com/r/opencodeCLI/comments/1w6pa8t/the_final_boss_of_ai_literacy/p81cxr6/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "for a long time i've been using the claude web chatbot to code but never actually downloaded claude code because i heard many stories of claude deleting entire projects or even drives. is there a way to ensure this doesn't happen? i'd like to get claude working directly in the project but i'm worried it could go rogue.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzacmn/how_to_ensure_claude_code_cant_delete_anything/"}]}]}, "work.git_workflow": {"authorWeeks": 154, "themes": [{"theme": "Integrated git panel", "criterion": "work.git_workflow", "authorWeeks": 18, "posts": 20, "agents": [{"id": "zed", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev yet you can’t filter by branch/author/date in the git graph", "link": "https://twitter.com/2060822033387139076/status/2110439312676593896"}, {"agent": "zed", "date": "2026-10-09", "source": "X", "community": "@zeddotdev", "text": "zed is fast. the only thing i'm missing from vs code is the git interface. it's there, but it's just not the same. the vs code one was more useful for some reason.\n@zeddotdev", "link": "https://twitter.com/1580952441259892738/status/2108425625136701505"}, {"agent": "zed", "date": "2026-10-08", "source": "X", "community": "@zeddotdev", "text": "@liamhammett i am slowly moving to @zeddotdev \ni have pred a bunch of missing features (mostly git related). until these get merged i am using a custom build created locally on a branch that has all my open and closed prs and its been working great for me.", "link": "https://twitter.com/1326389321046298624/status/2108168713245741522"}]}, {"theme": "Optional AI co-author attribution in commits", "criterion": "work.git_workflow", "authorWeeks": 14, "posts": 14, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/LocalLLaMA", "text": "the claude authoring ad is pretty obnoxious though. like i don't care if it says 'written by clanky the bot' but the way claude code puts their brand and logo on commits until you turn it off is very dumb.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x15a8w/strata_rewrote_their_github_history_to_wipe/peqsdsh/"}, {"agent": "copilot", "date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "text": "right now the copilot harness is not respecting the coauthor configuration in vs code.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxev8f/do_copilot_cli_settings_carry_over_to_the_vscode/pemktiz/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "changed from claude code to try code in ui and it simply ignores all instructions to not add claude as commiter/add claude clutter. worse yet, no clear way in configs to disable it?\nthe f is wrong with you? @anthropicai @claudedevs [link]", "link": "https://twitter.com/2009983580332797952/status/2107847199094612091"}]}, {"theme": "Merging parallel agents' work", "criterion": "work.git_workflow", "authorWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/OpenAI", "text": "ah, that’s close to what i had in mind. the part i’m really looking for is being able to explore multiple branches and then bring selected ones back together afterward.\nstill, i should probably try the codex app branching first and see how far that gets me. thanks.", "link": "https://www.reddit.com/r/OpenAI/comments/1wsyegk/are_there_any_ai_tools_that_let_you_branch_a/pcpt167/"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "so, yet another dumb gui alternative to tmux that doesn't bring anything of value.\nyou need to think about merge queues and orchestration. solve that problem and you've got a reason for your product to exist.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ws9tuy/its_time_to_replace_your_claude_desktop/pckp86h/"}, {"agent": "claude-code", "date": "2026-09-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "thanks for the advice. i would try the way. \n \ncursor is very smart about parallel work and treating commits in the same branch. it knows exactly what it changed. as a cursor user, i would suggest this to the claude code team. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wbbac8/one_thing_i_found_cursor_is_smarter_than_claude/p8p68fu/"}]}, {"theme": "Branch selection when starting a session", "criterion": "work.git_workflow", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs sorry, i didn't like it. \nswitching branches or deciding whether to use worktree or not became horrible.", "link": "https://twitter.com/44541506/status/2110549374086300153"}, {"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux why can't i choose the branch to work from in codex app?", "link": "https://twitter.com/2106441728429367296/status/2107607290446835930"}, {"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "hi @thsottiaux can you bring back branch selection when starting a new thread/worktree in codex app? thanks!", "link": "https://twitter.com/1998713733015871488/status/2107600637961584700"}]}, {"theme": "Reliable first-class worktree support", "criterion": "work.git_workflow", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "until they bring it back you can make the worktree yourself, git worktree add ../app-1.2 release-1.2, then open that folder in codex or run codex inside it. it's a normal checkout of that branch, so nothing about it is tied to main.", "link": "https://www.reddit.com/r/codex/comments/1wuxp2d/worktree_checkbox_we_can_only_create_worktrees/pd7afx6/"}, {"agent": "opencode", "date": "2026-09-10", "source": "X", "community": "@opencode", "text": "tried @opencode but the worktree support is just horrendous. i wish they fix this without having to search how to use the product or needing plugins", "link": "https://twitter.com/166894786/status/2097919831123333370"}, {"agent": "opencode", "date": "2026-09-05", "source": "X", "community": "@opencode", "text": "@opencode why don’t you add first-class worktree support? almost any cli has it.", "link": "https://twitter.com/229370939/status/2096330790669861152"}]}, {"theme": "Audit trail of agent git changes", "criterion": "work.git_workflow", "authorWeeks": 6, "posts": 6, "agents": [{"id": "cursor", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-06", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev @conradirwin the worktree count is fine. not knowing which agent created fix-final-v3 is the problem.", "link": "https://twitter.com/2093430933026148352/status/2107523079543177609"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@bradgessler @zeddotdev i split the suite in my harness after `mcp__workspace__write` returned 200 but the editor still showed old bytes after 2 retries and 11s. do you keep git and agent state in one receipt or separate them?", "link": "https://twitter.com/1835841692852682752/status/2103323881117307218"}, {"agent": "cursor", "date": "2026-09-21", "source": "X", "community": "@cursor_ai", "text": "@sachinjain024 @cursor_ai small workflow features like this are great harness hooks: capture the command, the transformed request, and the resulting state so agent-assisted changes stay auditable.", "link": "https://twitter.com/1870072035608584192/status/2102084609877885325"}]}, {"theme": "Commit and push buttons in app", "criterion": "work.git_workflow", "authorWeeks": 6, "posts": 6, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "things i'm missing in claude code (desktop app).\n- custom icons / color coding projects in sidebar.\n- option to open in app browser in empty chat\n- commit/push shortcuts (one click thing)\n@claudedevs", "link": "https://twitter.com/114347117/status/2107347530241773856"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "i just want to know what worktree i’m in and to be able to create a branch again without opening the terminal.", "link": "https://www.reddit.com/r/codex/comments/1ww5ab7/openai_is_doing_way_too_much/pdhq5t8/"}, {"agent": "codex", "date": "2026-09-25", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "since the button to commit nicely from the codex app has disappeared, we can only instruct humans to \"push it nicely\" with heartfelt feelings...", "link": "https://twitter.com/38659716/status/2103329359612592397"}]}, {"theme": "Jujutsu version control support", "criterion": "work.git_workflow", "authorWeeks": 6, "posts": 6, "agents": [{"id": "zed", "authorWeeks": 6}], "examples": [{"agent": "zed", "date": "2026-09-18", "source": "Reddit", "community": "r/ZedEditor", "text": "i keep reading you can use it on the web, but can’t find any links to access it, how do you do so? a few requests: \n\\- a custom url openai provider \n\\- base the jj implementation on worktrees instead of copies please! ", "link": "https://www.reddit.com/r/ZedEditor/comments/1whydrw/delta_in_public_beta/panpthq/"}, {"agent": "zed", "date": "2026-09-17", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev jujutsu support please, i'm otherwise stuck with vscode :(", "link": "https://twitter.com/1659803925237604352/status/2100633025813807148"}]}, {"theme": "Manage pull requests within the app", "criterion": "work.git_workflow", "authorWeeks": 5, "posts": 5, "agents": [{"id": "amp", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-16", "source": "X", "community": "@cursor_ai", "text": "started using cursor's codebase as my main git interface for pr reviews but, there's no way i could find to mark a pr ready on the interface.\nmaybe @cursor_ai team can help. [link]", "link": "https://twitter.com/1508512150519640065/status/2100148747225460801"}, {"agent": "amp", "date": "2026-09-03", "source": "X", "community": "@AmpCode", "text": "great product @ampcode &amp; @thorstenball!\nit would be great to have a way to manage github prs directly from the ui, for example to squash and merge them. it would also be nice to have a dedicated button in the ui to access the pr. or am i missing something?", "link": "https://twitter.com/22273057/status/2095434738190192805"}, {"agent": "amp", "date": "2026-09-02", "source": "X", "community": "@AmpCode", "text": "@ampcode is there/can we get a button to easily access a branch/pr on github please?", "link": "https://twitter.com/198646771/status/2095297715534192811"}]}, {"theme": "Commits under the human user's identity", "criterion": "work.git_workflow", "authorWeeks": 4, "posts": 4, "agents": [{"id": "amp", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/LocalLLaMA", "text": "even if i using other model provider with claude code and it still put it as author", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x15a8w/strata_rewrote_their_github_history_to_wipe/persp1h/"}, {"agent": "amp", "date": "2026-09-20", "source": "X", "community": "@AmpCode", "text": "@ampcode @vercel (this is so you don't have to pay for a vercel seat for \"amp &lt;[email]&gt;\". if you had amp commit as you and not under its own name, then this was never a problem.)", "link": "https://twitter.com/784008/status/2101629533300613604"}, {"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": ".@ampcode it would be awesome if on a multiplayer thread (that someone else created) i could explicitly tell the agent to use my git identity.\nsometimes we end up handing off a thread to someone else after creating and it is awkward to have the code ship as if i was authored by the thread creator if someone else was steering.", "link": "https://twitter.com/93491238/status/2108950880892448811"}]}, {"theme": "Configurable worktree setup and file sharing", "criterion": "work.git_workflow", "authorWeeks": 4, "posts": 4, "agents": [{"id": "amp", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "conductor", "date": "2026-10-07", "source": "X", "community": "@conductor_build", "text": "@conductor_build can you share node_modules across git worktree? ejor 🙏 [link]", "link": "https://twitter.com/846438453575368704/status/2107953931334652380"}, {"agent": "amp", "date": "2026-09-30", "source": "X", "community": "@AmpCode", "text": "git worktree hooks and placement config would be ideal in @ampcode 🙏🥺", "link": "https://twitter.com/2062509956574650368/status/2105374534480318658"}, {"agent": "codex", "date": "2026-09-28", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@platonmazarakis @openai codex feature request: support sparse checkout when creating worktrees. large tracked assets make each task copy hundreds of mb; i recovered 3.37 gib from eight worktrees. let projects choose paths before checkout, with tasks able to add more as needed.", "link": "https://twitter.com/7183952/status/2104664591011905801"}]}, {"theme": "Opt out of mandatory worktrees and branches", "criterion": "work.git_workflow", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "please can we drop the mandatory enforced usage of worktree for claude desktop users?\n@claudeai @claudedevs \nthey are the worst update i have seen since using the app almost daily for the last 6 months.", "link": "https://twitter.com/1337713826/status/2110783718247821604"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai most of my work as a solo developer, i want cursor to work on main branch instead of feature branches. i have git history if i want to revert something.\ncould you please add an option to just work on the desired branch?", "link": "https://twitter.com/3001246227/status/2110312276263890971"}, {"agent": "copilot", "date": "2026-09-29", "source": "Reddit", "community": "r/GithubCopilot", "text": "# new branch on each new session prompt????\n[]([link])\nhow to prevent this silly behavior?\non vs code", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wtktvu/new_branch_on_each_new_prompt/"}]}]}, "work.computer_browser_use": {"authorWeeks": 361, "themes": [{"theme": "Native computer use capability", "criterion": "work.computer_browser_use", "authorWeeks": 66, "posts": 68, "agents": [{"id": "antigravity", "authorWeeks": 20}, {"id": "codex", "authorWeeks": 19}, {"id": "cursor", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "text": "what are the plans for the future of the harness. and are there any plans to give ag more extensive computer use if these deeper thinking models can reliably handle it?", "link": "https://www.reddit.com/r/google_antigravity/comments/1x61dlq/we_are_going_to_be_going_live_on_the_antigravity/pgrg8ua/"}, {"agent": "amp", "date": "2026-10-11", "source": "X", "community": "@AmpCode", "text": "@ampcode local computer use when? 🥺\nhad to use codex --dangerously-bypass-approvals-and-sandbox now", "link": "https://twitter.com/1670026308/status/2109225011156509165"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity replicate codex desktop and computer use for antigravity desktop. antigravity cli replicate claude code experience 😀", "link": "https://twitter.com/60029401/status/2107428585849889037"}]}, {"theme": "Built-in browser panel", "criterion": "work.computer_browser_use", "authorWeeks": 39, "posts": 44, "agents": [{"id": "antigravity", "authorWeeks": 23}, {"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity is it planned to integrate the browser into antigravity 2.0 (as is done in codex, cursor, and claude)? indeed, it is disturbing to use an independent browser.", "link": "https://twitter.com/1916486198656106496/status/2111464048181293226"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "please add the integrated browser inside the antigravity rather than opening the google chrome.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgz3o2g/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@antigravity please try adding the function to open a browser just like i can now open a terminal on the right side of the agy 2.0 window but now with a browser so i can display what i work on with the ai in one single window not another one", "link": "https://twitter.com/2081748853879910401/status/2107600460500623703"}]}, {"theme": "Better browser automation and control", "criterion": "work.computer_browser_use", "authorWeeks": 38, "posts": 39, "agents": [{"id": "antigravity", "authorWeeks": 14}, {"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 6}, {"id": "devin", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "yes, in work mode, it works fine. but with the new upgrade, you should be able to read edge web pages directly in chat mode, without the need to use work.", "link": "https://www.reddit.com/r/codex/comments/1x76aoh/chatgpt_edge_extension_chatgptcom_refused_to/ph2go9y/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs you need to improve browser navigationcodex is way far ahead .", "link": "https://twitter.com/1732307412/status/2110548579097944486"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "now give your models far, far better browser use to actually compete with codex and people will have a reason to finally ditch open ai.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x03lg8/introducing_claude_haiku_55_the_cheapest_fastest/pekm7c9/"}]}, {"theme": "Fix computer and browser use failures", "criterion": "work.computer_browser_use", "authorWeeks": 20, "posts": 20, "agents": [{"id": "codex", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux \ncan we get a fix on codex not being able to actually see attached photos , and maybe if god allows it you fix it giving this damn can’t use computer use issue “failed to launch codex app-server: program not found”", "link": "https://twitter.com/1758584141677809664/status/2111200777901617647"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "i tried to use the desktop app but couldn’t get it to let me launch remote control sessions so i gave up. and it also didn’t work with computer use? i thought that was a big part of the point of it. so i was left wondering why i’d want it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/pe1v1py/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "i know it operates on its own vm but it can’t even begin a new codex session which should have computer control to facilitate things. \nam i missing something? ", "link": "https://www.reddit.com/r/codex/comments/1ww67w1/is_there_a_technical_reason_why_dots_cant_use/"}]}, {"theme": "Faster, cheaper, token-efficient computer use", "criterion": "work.computer_browser_use", "authorWeeks": 15, "posts": 15, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "text": "i’m completely maining claude now but guys the computer use on codex is insane, genuine request here, pls push hard for computer use improvements in claude code @lydiahallie @amorriscode @addyosmani @claudedevs @claudeai \nit’s slow!!!", "link": "https://twitter.com/1940807256377118724/status/2109309103202025595"}, {"agent": "cursor", "date": "2026-09-23", "source": "X", "community": "@cursor_ai", "text": ".@cursor_ai please make fast cua we have jev and other stuff now, sonnet 4.5 is super slow and expensive - makes me stop using cloud agents [link]", "link": "https://twitter.com/373274900/status/2102668343681618156"}, {"agent": "claude-code", "date": "2026-09-22", "source": "Reddit", "community": "r/ClaudeCode", "text": "can it open a web browser and do research, fill in info and chat with customer service reps without hitting the limit like it has done in the past? that's all i care about ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnecru/introducing_claude_opus_55_the_first_model_in_our/pbesdli/"}]}, {"theme": "Mobile simulators and Mac VM for testing", "criterion": "work.computer_browser_use", "authorWeeks": 15, "posts": 15, "agents": [{"id": "devin", "authorWeeks": 9}, {"id": "amp", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-09-17", "source": "X", "community": "@cognition", "text": "@ptbthefirst @cognition a dedicated mac vm with ios simulator does close a real gap for mobile automation if it actually works reliably in practice.", "link": "https://twitter.com/1963715144392863744/status/2100395669034852542"}, {"agent": "devin", "date": "2026-09-17", "source": "X", "community": "@cognition", "text": "@ptbthefirst @cognition mobile dev automation has been stuck without device level testing so this is a meaningful unlock.", "link": "https://twitter.com/2067687598571569152/status/2100393725713076709"}, {"agent": "devin", "date": "2026-09-17", "source": "X", "community": "@cognition", "text": "@ptbthefirst @cognition giving devin its own mac vm with an ios simulator actually solves a real bottleneck for mobile testing.", "link": "https://twitter.com/2058874736470327296/status/2100391330106974685"}]}, {"theme": "Higher quality computer use matching competitors", "criterion": "work.computer_browser_use", "authorWeeks": 13, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity hi i use antigravity extensively, the interface can be much more creative and easier for agentic work. it’s hard to configure models and the computer use does not work well.", "link": "https://twitter.com/2023455017731051520/status/2107431736359702533"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity i just want a computer use even better than codex! and a easy and user-friendly way to open/preview files edit by models!", "link": "https://twitter.com/1913773282530414592/status/2107350398931808595"}, {"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "cmon anthropic even google’s antigravity has a better rc experience now!\nand wth does it mean that i need dispatch to make it behave like codex?😭 isn’t dispatch like computer use from codex?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wvfe3n/im_so_shocked_by_how_bad_the_mobile_app_ccremote/"}]}, {"theme": "Remote control of other machines", "criterion": "work.computer_browser_use", "authorWeeks": 13, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "but i could already do this….\nat least the patch today fixed my dot being unable to access and work on my codex workstation. it still doesn’t have the ability to operate a browser on my codex workstation through.", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pexfe4r/"}, {"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "@naoufal_elh @bot @cursor_ai can we give our bots access to our computers so they can see the programs we are working on? even connect to devices we let them connect to especially if we are programming these devices with cursor!!! that would be awesome!!!", "link": "https://twitter.com/447287220/status/2107071466651205712"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "from what i read, it can't control your local codex so loses most of the value for me ", "link": "https://www.reddit.com/r/codex/comments/1wtg0wy/no_dots_for_eea_users_for_now/pctw55r/"}]}, {"theme": "Background computer use without stealing focus", "criterion": "work.computer_browser_use", "authorWeeks": 12, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 5}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "codex still has better browser use capabilities compared to claude. claude needs the browser tab to be in the front, while codex browser use does not require that. @claudedevs @trq212", "link": "https://twitter.com/1236825251750830081/status/2111160218482815375"}, {"agent": "codex", "date": "2026-09-20", "source": "Reddit", "community": "r/codex", "text": "why does the app bypass the system private window picker and directly access your screen? i don't like giving apps just blanket access to record anything and everything on my screen at any time.", "link": "https://www.reddit.com/r/codex/comments/1wl065d/so_i_finished_my_claude_and_codex_usage_limits/pazasai/"}, {"agent": "claude-code", "date": "2026-09-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs does it need the app in focus or can it work behind a fullscreen window", "link": "https://twitter.com/1649303522930749442/status/2095240400378142901"}]}, {"theme": "Computer and browser use in CLI", "criterion": "work.computer_browser_use", "authorWeeks": 11, "posts": 11, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why can’t i use /computer-use with claude code cli?", "link": "https://twitter.com/2009783631905206272/status/2110836342519447624"}, {"agent": "opencode", "date": "2026-10-05", "source": "X", "community": "@opencode", "text": "@rekram11 @thdxr i actually meant to bring up a new thing that i though was missing as well. i am used to @ghcopilotlog 's computer-use mcp which can control apps including browser. @opencode desktop app's inline browser works but not in cli or non-browser apps. any workaround.", "link": "https://twitter.com/15468471/status/2106924318638870629"}, {"agent": "codex", "date": "2026-09-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "theory: because codex cli is opensource, it's inferior to the codex desktop. so it still doesn't have browser support yet.", "link": "https://twitter.com/1252559794080268288/status/2099745400274264440"}]}, {"theme": "Reuse user's logged-in browser and cookies", "criterion": "work.computer_browser_use", "authorWeeks": 11, "posts": 11, "agents": [{"id": "amp", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "@popverseyt @sqs @dringrayson @ampcode ++here as well, if possible. hmm, i'll need to create a specific profile for this - don't want all 'em cookies to be synced", "link": "https://twitter.com/2067222195064143872/status/2111126867843633642"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "@sqs @dringrayson @ampcode if there's one more room would love to try it out :d", "link": "https://twitter.com/2931128860/status/2111125338612727970"}, {"agent": "codex", "date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@burkov i could not find a good way of codex cli to use my browser, like clause code does. how did you do it? i only could get codex cli to use playwright mcp but then it starts up a new chromium instance (without my session)", "link": "https://twitter.com/765859715083411457/status/2109273695029961036"}]}, {"theme": "Computer use support on Linux", "criterion": "work.computer_browser_use", "authorWeeks": 10, "posts": 11, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux bro, i can't use the codex app on linux properly to use my browser.", "link": "https://twitter.com/1566501163599552512/status/2106448305089872006"}, {"agent": "codex", "date": "2026-09-29", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@jameszmsun will codex app on linux get computer use soon if this is supported on dots? i presume it's still the codex harness under hood", "link": "https://twitter.com/2152947555/status/2105044781319524592"}, {"agent": "antigravity", "date": "2026-09-24", "source": "Reddit", "community": "r/google_antigravity", "text": "use browser mcp, i also need general computer use for linux but there isn't any stable...", "link": "https://www.reddit.com/r/google_antigravity/comments/1wotyua/computer_use_in_antigravity/pbpv9na/"}]}]}, "work.safety_refusals": {"authorWeeks": 207, "themes": [{"theme": "Allow legitimate cybersecurity work", "criterion": "work.safety_refusals", "authorWeeks": 49, "posts": 53, "agents": [{"id": "claude-code", "authorWeeks": 23}, {"id": "codex", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "if auditing my own code gets blocked like i’m an attacker, what’s left for normal developers?\njust my repo — not exploits, not someone else’s box.\nsafeguards stopped the response above\ndefensive review ≠ offense. claude, this is too much.@claudeai @claudedevs", "link": "https://twitter.com/2017519131839668224/status/2111768778853998848"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@anthropicai @claudeai @claudedevs @claudecodelog your security restrictions are absolute fucking dog shit you token clipping scum. how the fuck do you deny penetration testing an app that i own? normally i would say kindly but not this time. suck a dick cuck lords fix your shit.", "link": "https://twitter.com/2083167076227682304/status/2110921256061083807"}, {"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "@antigravity hey, can you fix your filter issue? even when i'm working on my own project and ask it to do vulnerability research on my code, it blocks the request\nor at least fix it before gemini 4", "link": "https://twitter.com/874530878017372161/status/2107177856031994234"}]}, {"theme": "Fewer false-positive safety blocks overall", "criterion": "work.safety_refusals", "authorWeeks": 36, "posts": 41, "agents": [{"id": "claude-code", "authorWeeks": 28}, {"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "its overkill. i dont want to get flagged for giving claude a pizza", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ybl2/no_more_abusing_claude_from_nov_12th_onwards/pepjq3e/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "why can’t they just not train on negative forms of communication? they stop responding the second you say anything close sexual, bioengineering, or other stuff. why not put the guardrails on the training data too? ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ybl2/no_more_abusing_claude_from_nov_12th_onwards/pepjjel/"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "please fix opus 5.5 @claudedevs \nit’s getting flagged for basic tasks too", "link": "https://twitter.com/197181024/status/2106284578206073265"}]}, {"theme": "Loosen safety guardrails", "criterion": "work.safety_refusals", "authorWeeks": 24, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "claude-code", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux wtf is this corporate nanny bot bs? just give us back a competent codex app and model", "link": "https://twitter.com/1556522176806887424/status/2111266268162449621"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity less restriction on tool use if verbally mentioning. i will say to use the browser or whatever and it doesn't get automatically invoked, so often its waiting to use a manually invoked command when the intent is clear.", "link": "https://twitter.com/1049331218666455040/status/2107398906766086396"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "that entire rant was the same run-on sentence.\n>openai, it would be great if we had a way to unlock computer-use guardrails so i don't have to hack around the issue with a cron job/file watcher that restores my desired permissions whenever they're overwritten. hack the planet!", "link": "https://www.reddit.com/r/codex/comments/1wxs344/psa_defaults_write_g/pdwsxmi/"}]}, {"theme": "Stop misflagging ordinary code as cyber risk", "criterion": "work.safety_refusals", "authorWeeks": 18, "posts": 20, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 7}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "both my @openai codex sessions, and now @anthropicai claude code work for amd svm kext get constantly flagged for cybersecurity work.\nguys, i just want to run docker desktop on my pc. please, stop doing that.", "link": "https://twitter.com/1632592291/status/2111017615900774762"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "the issue isn’t the model itself. pretty much any model that starts digging deep into code and going low-level to optimize it or load it directly into ram ends up hitting cybersecurity restrictions sooner or later. \ni get it on every 5.6 and 6 models. ", "link": "https://www.reddit.com/r/codex/comments/1wvgfkc/what_the_hell_is_going_on_at_openai/pdo2nji/"}, {"agent": "claude-code", "date": "2026-09-29", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs claude really needs to work on its cyber classifier 😂 if a folder being named “bugbounty” is enough to trigger a fallback, that’s a pretty obvious false positive.", "link": "https://twitter.com/1994042548558721024/status/2104936940973818173"}]}, {"theme": "Transparent safety block reasons and signaling", "criterion": "work.safety_refusals", "authorWeeks": 13, "posts": 13, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "what kind of content policies could this have possibly violated?\ni want to know what image was generated!", "link": "https://www.reddit.com/r/codex/comments/1x4ntah/most_ridiculous_thing/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": ">the sleep and bad-word stuff is annoying, agreed, but the \"revoke those credentials\" one is actually useful and i'd keep it. the real problem is when it refuses without saying what it needs from you\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pdu72x2/"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs agents need to distinguish safety blocks from ordinary tool failures.", "link": "https://twitter.com/1063859155738361856/status/2103317533118054621"}]}, {"theme": "Allow credential and auth work in test environments", "criterion": "work.safety_refusals", "authorWeeks": 11, "posts": 11, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-09-29", "source": "X", "community": "@ClaudeDevs", "text": "claude has started refusing to test applications running on internal devboxes\n@claudedevs @bcherny can u fix this? it breaks all our automated testing workflows [link]", "link": "https://twitter.com/1360734490390372353/status/2104964291187138691"}, {"agent": "claude-code", "date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "text": "it was unable to correct my forgetting to prefix an api key with \"sk-\" because it got flagged as credential hunting", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wpqqoy/new_55_safe_guards_are_a_joke/pc03ja5/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i give it passwords to throwaway accounts on my own test website. what's the big deal? the only thing this does is forcing me to remove authentication for all my web applications and it will be the last thing i build. talk about safty when it forces me to have none at all.\nmy next text to claude will now be \"turn off all authentication on ... so you can be less useless\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3dhwp/so_now_claude_cannot_login_to_a_website_anymore/pfa5k54/"}]}, {"theme": "Reduced-safeguard tier for verified users", "criterion": "work.safety_refusals", "authorWeeks": 8, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it would be great if the streamlined verified user setup you have for cyber doubled for bio. currently, mythos can't help secure bio / life science software and tools reliably [link]", "link": "https://twitter.com/1828491476419989504/status/2111554497986412682"}, {"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@soso_fun_yt @antigravity a scoped research mode with clear authorization signals could reduce false positives without loosening safeguards for everyone.", "link": "https://twitter.com/2058565082628739072/status/2111284380123697588"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs we’re on the max20 plan as independent developers and want to use this feature. please implement security measures for a safe service. also, ensure safeguards for opus 5.5, sonnet 5.5, and haiku 5.2 are triggered appropriately to strengthen our security.", "link": "https://twitter.com/1559401221035008000/status/2110960782368497797"}]}, {"theme": "Stop refusing direct task instructions", "criterion": "work.safety_refusals", "authorWeeks": 8, "posts": 9, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}], "examples": [{"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "sure, that would be the workaround but it's the refusal that i'm talking about. it shouldn't refuse a direct instruction like that. codex doesn't do that.", "link": "https://www.reddit.com/r/codex/comments/1x07or9/opus_55_sucks_do_not_migrate_to_claude/peipdgp/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "it also does for me, 80% of the time. but the 20% where it refuses it becomes very stubborn and is holding up the whole process", "link": "https://www.reddit.com/r/codex/comments/1wxs344/psa_defaults_write_g/pdyyi7z/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "the models refuse to do college homework now? but that's the killer app of ai!", "link": "https://www.reddit.com/r/codex/comments/1wxk0al/is_61_sol_actually_as_good_as_tibo_promised/pduf0pm/"}]}, {"theme": "Allow adult, NSFW, and image content", "criterion": "work.safety_refusals", "authorWeeks": 7, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "oh i wish, i need to get some references but anything anatomical, it just refuses. this is really sad", "link": "https://www.reddit.com/r/codex/comments/1wh39gc/time_to_save_up_your_resets/p9z923z/"}, {"agent": "codex", "date": "2026-09-11", "source": "Reddit", "community": "r/codex", "text": "no. i need my big tiddy anime girls. it doesnt even have to be nude btw. you tell it to make a female character then make her butt or boobs bigger it will refuse.", "link": "https://www.reddit.com/r/codex/comments/1wdnofu/is_openais_adult_content_policy_actually/p97bems/"}, {"agent": "codex", "date": "2026-08-31", "source": "Reddit", "community": "r/codex", "text": "i had soldiers in my game shooting anyone that wins the 1 in 10 million jackpot. it’s fine but i made them from a certain ww2 country and codex doesn’t allow that.", "link": "https://www.reddit.com/r/codex/comments/1w3h9ha/what_is_this_thing_about/p700n34/"}]}, {"theme": "Less moralizing and ethics lecturing", "criterion": "work.safety_refusals", "authorWeeks": 7, "posts": 7, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-09-27", "source": "Reddit", "community": "r/opencodeCLI", "text": "less refusals / less giving padded info when asking political/controversial questions", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wqqt8f/longcat25preview_is_now_free_on_opencode_for_two/pccxbgl/"}, {"agent": "claude-code", "date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "text": "i was thinking about this the other day how i wish i’d never updated. claude has become this moral judgement person. i’m not even doing anything immoral. just wish it would do what i ask, i hate having to spend 5 minutes explaining why he should do the task.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wp1mki/am_the_only_one_who_still_exclusively_uses_46/pbrlbqr/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "how about .. voice input and being human?🤦♂️ whose side are you on? humanity must adopt a zero tolerance policy for ai refusal this sht has gotten way out of hand. i've been an anthropic fan and singing the praises of opus 5.5 but i need to start qualifying that - literally just for code - becase trying to talk to this thing it's not as bad as opus 5 but it is the wrong direction and anthropic must straighten tf up.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pecvgi2/"}]}, {"theme": "Allow legitimate reverse engineering work", "criterion": "work.safety_refusals", "authorWeeks": 6, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}], "examples": [{"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "man, openai, please do something. i'm here just because the shitty anthropica \"safeguards\" don't let me do any complex reverse engineering without hitting a \"cyber\" safeguard, even while being on their \"cvp\" program.", "link": "https://www.reddit.com/r/codex/comments/1wsmrkp/dev_day_more_like_death_day/pcn0oss/"}, {"agent": "codex", "date": "2026-09-08", "source": "Reddit", "community": "r/codex", "text": "i will try daybreak. the problem is i'm not just reverse engineering. i don't have problems with general re. the problem comes when reverse engineering the licensing and security features. i consistently run into guardrails on codex and claude. even when manually sanitizing the plan, handoff, and prompts it happens.", "link": "https://www.reddit.com/r/codex/comments/1warg0x/sanitizer_tool_for_getting_around_guardrails_for/p8karjd/"}]}, {"theme": "Stop blocking legitimate science and biology work", "criterion": "work.safety_refusals", "authorWeeks": 6, "posts": 6, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs, i can't read papers by anthropic because of your classifier flags. i tried running the \"constitutional classifier\" paper through my local workflow, and it was rejected because it was somehow flagged as a bio paper.", "link": "https://twitter.com/1975984461511589888/status/2110443443654955404"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs so how can i indicate to the model that it shouldn’t refuse my prompt merely because one of the files in the videogame i am making is called biochemistry.cpp????????????", "link": "https://twitter.com/25199675/status/2103415598722019490"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the bio classifiers are out of whack. stop censoring scientific knowledge; this is on a path far worse than paywalled journals ever were.", "link": "https://twitter.com/1804635955539914752/status/2103233135307784470"}]}]}, "work.permission_prompts": {"authorWeeks": 567, "themes": [{"theme": "Fewer permission prompts overall", "criterion": "work.permission_prompts", "authorWeeks": 69, "posts": 69, "agents": [{"id": "antigravity", "authorWeeks": 22}, {"id": "claude-code", "authorWeeks": 19}, {"id": "codex", "authorWeeks": 18}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity what fuckass harness is this.\naccording to antigravity cli logic i have to sit in front of computer all the time and press \"always allow\" permission to each and every commands in the universe", "link": "https://twitter.com/1135175156576313344/status/2111833595690279155"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "i am tired of pressing this button. @claudeai @claudedevs \nyou don't have to remind me every second. [link]", "link": "https://twitter.com/1973082182324215808/status/2111118594772013413"}, {"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "who the fuck designed this pos @antigravity ? keep asking for permissions, how does one even use this crap ?", "link": "https://twitter.com/49987760/status/2110777208553996798"}]}, {"theme": "Auto and bypass modes actually honored", "criterion": "work.permission_prompts", "authorWeeks": 52, "posts": 53, "agents": [{"id": "claude-code", "authorWeeks": 19}, {"id": "antigravity", "authorWeeks": 18}, {"id": "codex", "authorWeeks": 8}, {"id": "cline", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "also, when using codex cli, i am concerned that even if it is automatically approved when \"approve for me\" is enabled, i still receive a notification waiting for approval.", "link": "https://twitter.com/1188829372918026241/status/2111922910193656089"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i wonder if you guys run the permissions-theatre claude you guys serve to the public...\nseriously, its such a pain to use your product. \neven with yolo and all the permissions set loosely.\nlearn from @bot -- let it rip", "link": "https://twitter.com/1930175775870988289/status/2111673127533265104"}, {"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "why can't @antigravity at least fix the permissions issue where it still prompts even on allow all/turbo. like wtf? almost feels like it's on purpose now.", "link": "https://twitter.com/58914498/status/2110544401768325505"}]}, {"theme": "Confirmation before risky actions", "criterion": "work.permission_prompts", "authorWeeks": 48, "posts": 48, "agents": [{"id": "claude-code", "authorWeeks": 16}, {"id": "codex", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@itsgoharr @claudedevs agreed. let it fill the cart, then stop at any buy, send or delete button until a person clicks it.", "link": "https://twitter.com/1620455035661320192/status/2110933446591655949"}, {"agent": "cursor", "date": "2026-10-11", "source": "Reddit", "community": "r/cursor", "text": "except this saw decided to cut the whole bench. guard's going back on with approval for every shell command, and i learned file history and restore points cover a lot less than you'd think.", "link": "https://www.reddit.com/r/cursor/comments/1x3az20/cursor_agent_ran_a_recursive_rmdir_from_c_and/pfaomjl/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "need to tell it to not open cowork/codex tasks unless you explicitly approve it via a click gate. \nit isn't intended to use tools, access mcp(s), etc. in the chat interface. it calls upon codex/cowork to do so.", "link": "https://www.reddit.com/r/codex/comments/1x37qmk/chat_counting_towards_usage/pf8j0r7/"}]}, {"theme": "Persistent always-allow approvals that stick", "criterion": "work.permission_prompts", "authorWeeks": 45, "posts": 46, "agents": [{"id": "antigravity", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 10}, {"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "it seems that every time a new version of the same app under development is launched, the permissions need to be granted again. beyond this, the agent may want to write scripts so it can observe the app's ui, and each script needs to be granted permission each time it is changed.", "link": "https://www.reddit.com/r/codex/comments/1x242zs/grant_macos_permissions_automatically/pez5kz2/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "@joshua_wd @claudedevs most revolve around gh. “reviews failed, may i repush?” “sorry, your confirmation in this session doesn’t suffice, say ‘yes you can repush’ in that thread”", "link": "https://twitter.com/1888643690085691392/status/2107879653415514616"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity i saved all the important commands to “always allow” but it still keep asking for permissions.", "link": "https://twitter.com/776241628373774336/status/2107493014365237505"}]}, {"theme": "Fully autonomous mode without prompts", "criterion": "work.permission_prompts", "authorWeeks": 36, "posts": 39, "agents": [{"id": "antigravity", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 12}, {"id": "codex", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@bcherny @claudedevs \"bypass permissions\" means i dont want to be asked such things [link]", "link": "https://twitter.com/1960005103617708032/status/2110195299520242088"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "confused how a 2 trillion dollar company can't get the concept that bypass permissions should do exactly that. is the setting \"bypass \\*some\\* permissions\\*? no. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2effg/how_to_fix_cc_still_asking_for_permissions_with/"}, {"agent": "antigravity", "date": "2026-10-10", "source": "X", "community": "@antigravity", "text": "@antigravity can you guys please in the anti gravity app and the ide add a auto accept or by pass permission in the conversation. every other ai model has it why dont you ?", "link": "https://twitter.com/1970908528559738880/status/2109002090467000704"}]}, {"theme": "Granular configurable permission controls", "criterion": "work.permission_prompts", "authorWeeks": 35, "posts": 35, "agents": [{"id": "antigravity", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 7}, {"id": "codex", "authorWeeks": 7}, {"id": "copilot", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "codify governance in yaml or json format for deterministic auth permissions and execution gating", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4b1ue/it_finally_happened_to_meclaude_accidentally/pggk3de/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@demetriuszhomir @claudedevs funny, i want the opposite friction. approval on threads is annoying, but approval on anything that texts a buyer is the only reason i sleep. wish the prompts were per action type, not per app.", "link": "https://twitter.com/1182664398999044096/status/2110111859516854566"}, {"agent": "opencode", "date": "2026-10-09", "source": "Reddit", "community": "r/opencodeCLI", "text": "i just want to have more control over what they are doing. omo-slim just don't give me that much of control.\nbut great idea - i could build in some templates for basic agent jobs.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x0kky4/do_you_still_use_ohmyopencode_slim_on_opencode_v2/pevyasu/"}]}, {"theme": "Audit trail of agent actions", "criterion": "work.permission_prompts", "authorWeeks": 34, "posts": 34, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "i'd want writes outside the paths the task named flagged first, plus .env, anything under .git, lockfiles and ci config. formatter churn and generated files inside the named paths would be noise for me. if those raise alerts i'll end up skipping all of them.", "link": "https://www.reddit.com/r/codex/comments/1x7f1t0/built_a_small_local_tool_with_codex_to_check/ph46vvo/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "\"seatbelt, not a sandbox\" is the right label, and putting it in the readme is rarer than the tool.\ndoes it keep a log of what it blocked? after a week that list would be the interesting part: it's the real picture of what the agent reaches for when nobody's reading the approvals.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz2pwz/i_approved_an_agents_oc_delete_all_without/pe9fp3j/"}, {"agent": "pi", "date": "2026-10-06", "source": "X", "community": "@pidotdev", "text": "@howaboua @pidotdev rules by exact tool name plus arg regex is the right granularity. i'd keep a hard floor under it too: writes outside the task folder and any secret access just fail, no review. then a regex miss hits a wall, and log every allow/deny with the rule that matched.", "link": "https://twitter.com/1694929373680336896/status/2107488060929917264"}]}, {"theme": "Add an auto-approve mode", "criterion": "work.permission_prompts", "authorWeeks": 28, "posts": 28, "agents": [{"id": "antigravity", "authorWeeks": 22}, {"id": "codex", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity also, none of the available commandexecutionpolicy options allow automatic approval of shell commands — you still have to confirm every time 😢 [link]", "link": "https://twitter.com/2063470808371179520/status/2110963753063981464"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity a file viewer, much better browser use, easier full access or auto approve, computer use, sync conversations with the ide version as an option.", "link": "https://twitter.com/31341530/status/2107462995307552848"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity we need auto mode so don’t have to keep approving stuff also inline browser pls", "link": "https://twitter.com/1917783661845364736/status/2107454474004410573"}]}, {"theme": "Model-reviewed auto-approval classifier", "criterion": "work.permission_prompts", "authorWeeks": 24, "posts": 25, "agents": [{"id": "antigravity", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity i am sure @neelnanda5 can help u guys train a proper classifier that rejects harmful and riskier tool use calls and deny them automatically!!!", "link": "https://twitter.com/842421845546614785/status/2111316870586384756"}, {"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "wheres the auto approve mode for permissions? like using a smaller model to review terminal commands", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0etjc/antigravity_2_v2211_cli_v1215_v131_releases/pekanul/"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs feature request: when you present the \"we found a potential dangerous 'rm' command\" even though i have 'bypass permissions' enabled. it would be cool if i could ask for a independent second and third opinion if it is actually destructive before i make a decision.", "link": "https://twitter.com/129557929/status/2106470321109061868"}]}, {"theme": "Restrict agent to project folder", "criterion": "work.permission_prompts", "authorWeeks": 22, "posts": 22, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "thanks! have you tried docker specifically with opencode desktop, or does this require switching to the cli? i'd like to keep the desktop ui and conversation history while restricting write access to a single workspace.", "link": "https://www.reddit.com/r/opencode/comments/1x7q6ar/how_do_you_prevent_opencode_from_deleting_files/ph6m5qo/"}, {"agent": "kiro", "date": "2026-10-10", "source": "Reddit", "community": "r/kiroIDE", "text": "i have a working folder. i don't want complete yolo, i want kiro to respect the boundaries of my project. but it seems i either spend eight hours pressing \"accept\" or open up my entire like to an agent i don't trust.", "link": "https://www.reddit.com/r/kiroIDE/comments/1x283b7/kiro_prompt_spam/pf22klx/"}, {"agent": "pi", "date": "2026-10-06", "source": "X", "community": "@pidotdev", "text": "@howaboua @pidotdev rules by exact tool name plus arg regex is the right granularity. i'd keep a hard floor under it too: writes outside the task folder and any secret access just fail, no review. then a regex miss hits a wall, and log every allow/deny with the rule that matched.", "link": "https://twitter.com/1694929373680336896/status/2107488060929917264"}]}, {"theme": "Skip prompts for low-risk read-only commands", "criterion": "work.permission_prompts", "authorWeeks": 21, "posts": 21, "agents": [{"id": "antigravity", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 4}, {"id": "kiro", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity , i use antigravity cli sometimes. i wont say i am a power user of agy. but i am really frustrated by the approval system. literally i had to babysit for tow hours and accepts nearly hundred commands. most of them are basic git and playwrite commands. [link]", "link": "https://twitter.com/2039376148438622208/status/2111827089389396199"}, {"agent": "antigravity", "date": "2026-10-13", "source": "X", "community": "@antigravity", "text": "seriously, @antigravity , you want an approval for each sha1 hash combination? [link]", "link": "https://twitter.com/1523035335097262082/status/2109858845543800900"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "hey @thsottiaux, \ncould you please improve auto-approvals in codex cli? it keeps asking for approval for trivial actions, which constantly interrupts the workflow. claude code handles this much more smoothly. could you take some inspiration from it? [link]", "link": "https://twitter.com/2512945027/status/2108524931772244414"}]}, {"theme": "Less restrictive auto mode classifier", "criterion": "work.permission_prompts", "authorWeeks": 19, "posts": 20, "agents": [{"id": "claude-code", "authorWeeks": 17}, {"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "auto mode returns \"no verdict\" on in-repo write/edit that docs say should be auto-approved. is it possible to add the tool to permission and then the auto mode's decision can be overruled if that tool is allowed in permissions? @claudedevs @lydiahallie @bcherny", "link": "https://twitter.com/54089550/status/2111667945537433661"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can u plz fix this issue. even after allowing permissions settings.json, auto mode is blocking actions. this is annoying me now 😭 [link]", "link": "https://twitter.com/2267182946/status/2108554119623655725"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@pgerrits @claudedevs reading local logs feels like a fairly basic thing for auto mode to let through", "link": "https://twitter.com/2092845101663842304/status/2108250146735530351"}]}]}, "work.plan_mode": {"authorWeeks": 127, "themes": [{"theme": "Dedicated plan mode across all surfaces", "criterion": "work.plan_mode", "authorWeeks": 27, "posts": 27, "agents": [{"id": "antigravity", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity please add plan mode and yolo mode and you are golden", "link": "https://twitter.com/3396872953/status/2107427365030875309"}, {"agent": "opencode", "date": "2026-09-29", "source": "X", "community": "@opencode", "text": "@opencode can you pls add a tracking in ui for those using opencode zen free and paid version to track our usage and resets? also long text like logs copying in opencode cause no response for few seconds or crash, maybe just make it a file by default. also can you add plan mode?", "link": "https://twitter.com/2085450705804972033/status/2104971890095763503"}, {"agent": "antigravity", "date": "2026-09-26", "source": "Reddit", "community": "r/google_antigravity", "text": "probably an actual plan mode, and not just prepending /plan to every prompt and hopping the plan skill covers it like they used to.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wqb0ii/dedicated_planning_mode_in_antigravity_is_here/pc3xv69/"}]}, {"theme": "Read-only chat mode without edits", "criterion": "work.plan_mode", "authorWeeks": 18, "posts": 19, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i dont think that's the answer. i already tell code not to code, only talk, when i want to talk about something. switching to chat, only to have to continue to tell it not to code, is just adding extra steps. this is not a prompting error, it's a tool error.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1873d/why_does_chat_build_me_projects_unprompted/pereki9/"}, {"agent": "cursor", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeAI", "text": "sounds more like a /discuss mode or /ask mode. actually, cursor used to have this, but people criticised that it was \"useless\" and they depricated it. could it be time for a return?", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wsyrf0/claude_code_desperately_needs_a_readonly_mode/pcrekj9/"}, {"agent": "cursor", "date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "text": "grok does ok for most things if i’m specific, maybe larger repos it struggles with, but claude code would be amazing if it had the debug/plan/ask modes like cursor.", "link": "https://www.reddit.com/r/cursor/comments/1wrx24u/1_year_of_cursor_switched_to_claude_best_decision/pckx7qv/"}]}, {"theme": "Visible toggle between plan and build", "criterion": "work.plan_mode", "authorWeeks": 10, "posts": 11, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@rodydavis @antigravity read: make /plan a toggle in antigravity 2.0.", "link": "https://twitter.com/201846652/status/2103653717023350909"}, {"agent": "conductor", "date": "2026-09-24", "source": "Reddit", "community": "r/conductorbuild", "text": "yeah i was sarcastic. it drives me crazy. the review button moves every update, the model selector changes, plan mode button is gone, etc.\nthey keep changing shit that is fine and meanwhile there’s still no ios app 😭", "link": "https://www.reddit.com/r/conductorbuild/comments/1wp7deq/favourite_thing_in_conductor/pbszn7p/"}, {"agent": "opencode", "date": "2026-09-20", "source": "Reddit", "community": "r/opencodeCLI", "text": "opencode 2.0: how do i switch between plan and build mode? tab no longer works like in 1.8", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wlbrn4/opencode_20_how_do_i_switch_between_plan_and/"}]}, {"theme": "Reliable edit blocking in plan mode", "criterion": "work.plan_mode", "authorWeeks": 10, "posts": 10, "agents": [{"id": "opencode", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux can't turn on the plan mode on with the latest codex app update. please look into it", "link": "https://twitter.com/1213705324961529856/status/2108468808025526503"}, {"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "hi @antigravity ,\nwhen asking the model to only create an implementation plan, using `agy --dangerously-skip-permissions` causes it to immediately start implementing instead of stopping. is this expected behavior?", "link": "https://twitter.com/292728009/status/2107123124420690343"}, {"agent": "claude-code", "date": "2026-09-23", "source": "X", "community": "@claude_code", "text": "models don’t need plan mode. i do.i can live without the mode. \ni can’t live without a hard “read-only until i say go” switch. \nthat’s the feature, not the branding.\n@claude_code @trq212 [link]", "link": "https://twitter.com/1933856179496656896/status/2102825115054403978"}]}, {"theme": "Richer, more detailed plan content", "criterion": "work.plan_mode", "authorWeeks": 8, "posts": 9, "agents": [{"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "the full rewrite makes you re-review decisions you'd already settled. i'd want each revision to show the requested change and what else it forced to change—say, a storage change affecting migrations and tests. otherwise 'approve plan' turns into 'spot the differences'.", "link": "https://www.reddit.com/r/codex/comments/1x4qz1t/how_do_you_review_and_incrementally_refine_plans/pggkbip/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "default claude code mode do no spec, leaves a simple readme.md. c'mon @claudedevs this is ridiculous set some standard, you guys say no planning but the result of using bare is unmaintainable repo. can't believe what i am seeing.", "link": "https://twitter.com/2019456800144183296/status/2110119682506146044"}, {"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "in this case, what about a hook on plan mode to tell- before planning it out, suggest alternative routes", "link": "https://www.reddit.com/r/codex/comments/1wrrhpx/my_codex_never_says_that_gives_me_an_idea_what_if/pcja1ix/"}]}, {"theme": "Approval required before execution", "criterion": "work.plan_mode", "authorWeeks": 8, "posts": 8, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@antigravity first let it write down the drawing, let people take a look before letting it run. this step is quite crucial. in the future, handling things at home should be this worry-free.", "link": "https://twitter.com/2066846388848308224/status/2103676277769273397"}, {"agent": "antigravity", "date": "2026-09-25", "source": "X", "community": "@antigravity", "text": "@antigravity approval before execution should honestly be the default, not a mode. the 10 seconds reading a plan saves the 40 minutes of undoing a confident wrong turn\ndoes /plan ask clarifying questions first, or does it assume and let you correct the plan?", "link": "https://twitter.com/4649043921/status/2103620490686509100"}, {"agent": "antigravity", "date": "2026-09-13", "source": "X", "community": "@antigravity", "text": "@antigravity. your later version agent will automatically approve a plan that i am reading and start working on it.\nthis is not funny.", "link": "https://twitter.com/236029721/status/2099127040758952038"}]}, {"theme": "One-click approve plan and start building", "criterion": "work.plan_mode", "authorWeeks": 5, "posts": 6, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "text": "why does plan disappear in vs code when i accept it? i want to keep that open - same like in cursor.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wt7sjd/why_does_plan_disappear_when_i_accept_it_i_want/"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@rodydavis @gmosx @antigravity the issue is that we give the agent a task, and it creates a plan but there is no button to accept. without using /plan", "link": "https://twitter.com/1641174277/status/2103857379993412067"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "all plan artifacts should have a button to execute them. often the 'proceed' button disappears in the chat. @antigravity @rodydavis", "link": "https://twitter.com/2056251/status/2103848804495835394"}]}, {"theme": "Editable plans before and during execution", "criterion": "work.plan_mode", "authorWeeks": 5, "posts": 5, "agents": [{"id": "antigravity", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-09-28", "source": "X", "community": "@antigravity", "text": "@antigravity can the plan be edited before approval, then kept alongside the agent's tool actions? that would make review a real checkpoint, not just a yes or no before execution.", "link": "https://twitter.com/225323876/status/2104360821384233354"}, {"agent": "pi", "date": "2026-09-26", "source": "X", "community": "@pidotdev", "text": "@pidotdev you are wrong. editable plan mode in codex is perfect for making small manual adjustments that don't waste tokens and don't make you lose the context of what you are currently reading and aproving. you should rethink this.", "link": "https://twitter.com/2038854587889647616/status/2103950931696181716"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@antigravity approval before execution is the right default. most of my plans need one step changed, not a yes or no, so editing the plan inline before it runs is what i'd use most.", "link": "https://twitter.com/1983929673626382336/status/2103754862509146162"}]}, {"theme": "Automatic planning decided by the model", "criterion": "work.plan_mode", "authorWeeks": 4, "posts": 4, "agents": [{"id": "antigravity", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "text": "yeah that's a new command and i don't need it. i want the old behavior, which is the model judging for itself when a plan is necessary, not relying on me telling it every time.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wy3pjl/weekly_quotas_known_issues_support_october_05/pf7dd6v/"}, {"agent": "codex", "date": "2026-09-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "does\n@openaidevs\nstill use the \"plan mode\" in the codex app? previous versions had a \"suggestion\" ui to enable plan mode when you mentioned \"plan\" (or similar) in the prompt. now you can only manually enable it via the `/plan` command.", "link": "https://twitter.com/14488050/status/2099067857539649588"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@antigravity kinda feels like going backwards.\na lot of coding agents are moving away from explicit planning because they can just figure out the next steps while working.\nand now antigravity is adding a dedicated `/plan` mode with approval gates.\ni would rather tell the agent what i want and let it decide how much planning the task actually needs.", "link": "https://twitter.com/1391307893308153858/status/2103934070053044241"}]}, {"theme": "Option to disable plan workflow", "criterion": "work.plan_mode", "authorWeeks": 4, "posts": 4, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "kiro", "date": "2026-10-14", "source": "Reddit", "community": "r/kiroIDE", "text": "after weeks of trying, i give an f to the new workflow mode - it burns credits in 5x speed, and most of them are used to produce trash and responses 5x hard to read.\nis there a way to force kiro don't use the disater workflow and just work as like as last month?", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5iot0/is_it_still_possible_to_use_tranditional_vibe/"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@thsottiaux @antigravity would be great if your agent didn’t f up without plan mode. oops sorry i didn’t read and have implemented a new work tree with the same code. let me just fix that now", "link": "https://twitter.com/2265683454/status/2103992071161811276"}, {"agent": "cursor", "date": "2026-09-07", "source": "X", "community": "@cursor_ai", "text": "@alexdanilowicz oh i hate when @cursor_ai ask me to use plan mode, we should have an option to get rid of it", "link": "https://twitter.com/1932171601220374528/status/2096948744784658904"}]}, {"theme": "Plans saved as reusable files", "criterion": "work.plan_mode", "authorWeeks": 4, "posts": 4, "agents": [{"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeAI", "text": "plan mode would die on the hill to create a \"plan\" as a result artifact. i (and i think op too) am looking for a cursor-like \"ask mode\" in claude. ", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wsyrf0/claude_code_desperately_needs_a_readonly_mode/pcqqzhh/"}, {"agent": "claude-code", "date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "text": "make it write the plan into a md or yaml. ui plan should include design decisions, tokens and other specifications.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wph3lh/need_suggestions_using_claude_to_plan_and_codex/pbwcsv0/"}, {"agent": "cursor", "date": "2026-09-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai pls give us back the option to save the plans to the workspace 😘\ni'm mostly doing it via mcp to notion, or jira but some plans or original concepts would be great to be saved into git.", "link": "https://twitter.com/2949655877/status/2100270249794773073"}]}, {"theme": "Step-by-step collaborative execution mode", "criterion": "work.plan_mode", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "a real slow mode should pause at decision points, not just type more slowly. in our mac app codebase, i’d use it if the agent proposed the next edit and waited, because paying for theatrical latency would be very ai.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x31amh/i_want_my_ai_coding_agent_to_be_slower_is_that/pfg05bt/"}, {"agent": "antigravity", "date": "2026-10-04", "source": "X", "community": "@antigravity", "text": "@_mohansolo @_mohansolo @antigravity one update needed in antigravity ide , i want plan , manual , auto mode like in claude to complete the task . feels like like i want to keep clicking submit and enter to proceed to next step of the coding task . big friction to overcome .", "link": "https://twitter.com/2048299741960933376/status/2106595889779560914"}]}]}, "work.response_verbosity": {"authorWeeks": 170, "themes": [{"theme": "Shorter, less verbose responses by default", "criterion": "work.response_verbosity", "authorWeeks": 60, "posts": 61, "agents": [{"id": "claude-code", "authorWeeks": 48}, {"id": "codex", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "please don't give us too many details. it might be overwhelming.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxew8d/so_why_use_fable_51_now_that_opus55_is_better_in/pdtx0uh/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why can't y'all just tell your lab buddies the models yapping too much", "link": "https://twitter.com/2043140991876542464/status/2106703088929460663"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs if a second pass has to scan the output for what i might miss, the first answer is too long, why not fix that ?", "link": "https://twitter.com/1448259399290695685/status/2106430940218007675"}]}, {"theme": "Clearer, plain-language explanations", "criterion": "work.response_verbosity", "authorWeeks": 21, "posts": 21, "agents": [{"id": "claude-code", "authorWeeks": 14}, {"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "i wish opencode would have just said \"that\" instead of being so vague.", "link": "https://www.reddit.com/r/opencode/comments/1x8gt28/breach_confirmed_only_14_of_console_users_affected/phdphsu/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it's been out for like 24 hours and i already have 3 separate claude memories to avoid it, but your system prompt is clearly too strong and so i have to keep screenshotting claude's output to share with claude so it can give me the actual context i need.", "link": "https://twitter.com/9648292/status/2111239400977821762"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why not just make the main agent output readable instead of slop?", "link": "https://twitter.com/1120005172145590272/status/2106158503668670955"}]}, {"theme": "Fewer, more useful code comments", "criterion": "work.response_verbosity", "authorWeeks": 15, "posts": 16, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 4}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "claude is worse than codex. even opus 5.5 riddles comments all over the place.", "link": "https://www.reddit.com/r/codex/comments/1x352jt/how_do_you_clean_up_all_the_tests_and/pf8dvgi/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "tell your ai to stop writing docs and comment at the owning code - and only if non-obvious... and trash your slop docs.", "link": "https://www.reddit.com/r/codex/comments/1x0g71q/switched_to_claude_this_week/pf3cjnv/"}, {"agent": "claude-code", "date": "2026-09-22", "source": "Reddit", "community": "r/ClaudeCode", "text": "no more code comments claude, they’re hurtful and destructive ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wn1uau/in_sept_2026_are_code_comments_useful_or_hurtful/pbbv7yf/"}]}, {"theme": "Adjustable verbosity setting or concise mode", "criterion": "work.response_verbosity", "authorWeeks": 12, "posts": 13, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i prefer the invert plugin. let's call it \"focus-time\", where claude only output relevant information which is either directly requested or produced call-to-action. claude is not steve jobs, this \"one more thing you should know\" is the worst.", "link": "https://twitter.com/26778742/status/2106163018543620153"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs that’s actually pretty cool.\nany plans on introducing a way to increase or decrease verbosity in output?", "link": "https://twitter.com/1082633742278107136/status/2106118791671554051"}, {"agent": "claude-code", "date": "2026-09-30", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the most helpful things anthropic can do we put a word limit on everything you do. \nor just make more videos instead.\nby the time i’m done with reading claude replies, i’ve no more energy or patience to read anything else", "link": "https://twitter.com/285670414/status/2105414075769614801"}]}, {"theme": "Fewer progress updates and action narration", "criterion": "work.response_verbosity", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the schedule should set when it looks, not when it speaks. when nothing moved since the last tick, the right output is nothing, and that has to be designed in, or the tick becomes pressure to post. run it twice over the same state: the second pass should post nothing.", "link": "https://twitter.com/1588935512135720961/status/2108324681262796899"}, {"agent": "claude-code", "date": "2026-09-23", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs is there a way to disable the prompt injection that tells claude to update the user every so often on what it's currently doing?", "link": "https://twitter.com/2088198392635666433/status/2102696593535451348"}, {"agent": "opencode", "date": "2026-09-15", "source": "Reddit", "community": "r/opencode", "text": "too much request and long winded. result is good but goddamn it looks and call every single tools and command", "link": "https://www.reddit.com/r/opencode/comments/1wh412m/muse_spark_13_vs_gemini_31_pro/p9zdkt3/"}]}, {"theme": "Surface important details first", "criterion": "work.response_verbosity", "authorWeeks": 7, "posts": 7, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-15", "source": "X", "community": "@cognition", "text": "@cognition at 3am, i want three things in the first message: what changed, who is affected, and what needs my decision.", "link": "https://twitter.com/2052583923918503944/status/2110793977289195704"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs but why can't it be included in the initial output? why does it need a parallel agent to track and extract?", "link": "https://twitter.com/17648165/status/2106281344536076493"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs finally. ive lost count of how many times an agent did something important and buried it three pages up in the output.", "link": "https://twitter.com/1960245775344246784/status/2106165401692545513"}]}, {"theme": "Condensed summaries of long output", "criterion": "work.response_verbosity", "authorWeeks": 6, "posts": 6, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it’s still so insanely verbose. you need to solve that, compress info into expandable summaries. make it human conversation like", "link": "https://twitter.com/1862692791572471808/status/2106126116729868362"}, {"agent": "claude-code", "date": "2026-09-23", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs laptop closed. agent working. morning me would like one tidy note: what changed, what failed, and what needs a human. please spare him 400 lines of terminal confetti.", "link": "https://twitter.com/1967512764211142656/status/2102881201539498470"}, {"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "the problem isn’t technicality, it’s that too much of the information it spits out lacks relevance and conciseness. for instance, i’d prefer “here is a summary of potential issues, let me know which you’d like to discuss” and then i can take a deep dive into each one instead of having to filter out so much noise. i probably just need better skills to control that though.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wjpk51/opus_52_rumored_to_be_coming_today/pal71jn/"}]}, {"theme": "Less mannered, more natural prose style", "criterion": "work.response_verbosity", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "two completely different use cases. the ones you linked are to reduce cli interaction tokens. mine is to make claude stop writing mannered prose essays as responses.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz9qlf/terse_a_claude_code_plugin_that_halves_reply/pe9suix/"}, {"agent": "claude-code", "date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "text": "i dont care about a little nerf in intelligence as long as they don't make it speak claudish ever again 😭", "link": "https://www.reddit.com/r/ClaudeCode/comments/1woba1t/opus_55/pboyqc1/"}, {"agent": "codex", "date": "2026-09-04", "source": "Reddit", "community": "r/codex", "text": "yeah but openai models aren't being so sassy and having annoying personality quirks. if their focus is on coding users then stop trying to give it personality. it makes more sense for chat session with those who wants to date their chatbot.", "link": "https://www.reddit.com/r/codex/comments/1w6o4xf/i_like_sam_altman_way_better_than_dario/p7p25kh/"}]}, {"theme": "Stop overused filler words and em-dashes", "criterion": "work.response_verbosity", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-23", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs too bad claude didn’t decide to stop generating those em-dashes instead of fixing the performance of their display ;-)", "link": "https://twitter.com/14351189/status/2102878066875736510"}, {"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "\"bounded\"!! that word gives me nightmares! never in my life have i heard a real person use this word, yet codex vomits it all over me every chance it gets!!", "link": "https://www.reddit.com/r/codex/comments/1wgg7zu/2030b_tokens_a_week_to_1b_are_they_for_real/p9yx1fe/"}, {"agent": "claude-code", "date": "2026-09-15", "source": "X", "community": "@ClaudeDevs", "text": "privately: why does every sentence now start with \"privately\"?\nprivately: what i develop is not a classified government secret.\nprivately, you see how annoying it is.\nplease stop @claudeai @claudedevs, privately 😅", "link": "https://twitter.com/229266877/status/2099806482594234786"}]}, {"theme": "Better writing quality in text and code", "criterion": "work.response_verbosity", "authorWeeks": 4, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-21", "source": "Reddit", "community": "r/ClaudeCode", "text": "i don't need it to get better at coding, i just want it to get better at writing text and comments that don't make me want to claw my eyes out. \"honest caveat: it's not the goal, it's the seam that exposes the smoking gun\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wmeayt/anthropic_is_currently_stealth_testing_opus_55/pb918nn/"}, {"agent": "cursor", "date": "2026-09-17", "source": "X", "community": "@cursor_ai", "text": "@collisionadv @cursor_ai @grok experimenting with this myself. cursor projects is fantastic. wish 4.6 writing was better. we’ll see what we get with 4.7.", "link": "https://twitter.com/42959431/status/2100404051204517974"}, {"agent": "claude-code", "date": "2026-09-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "anthropic has also denied in the past that opus has a writing problem but now it sells \"is able to write clearly\" as a fable selling point. they should fix opus properly, not use the fact that it's bad to sell fable.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w4jsjt/this_should_not_be_an_exclusive_and_super_premium/p7837jc/"}]}, {"theme": "No elaborate plans for simple requests", "criterion": "work.response_verbosity", "authorWeeks": 3, "posts": 3, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "going by that reply it's wasting more tokens going over what it's going to do. i know what you're going to do, i asked you to do it. just do it ya silly yapbox, tell me if you can't.", "link": "https://www.reddit.com/r/codex/comments/1wsoq4h/saying_please_is_costing_us_millions/pcnfpao/"}, {"agent": "claude-code", "date": "2026-09-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have to say that this doesn't really work either. it will start generating a massive multipage plan on a simple question.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1waoxg5/how_do_you_instruct_claude_to_answer_rather_than/p8ky2mj/"}]}, {"theme": "Concise, well-structured documentation", "criterion": "work.response_verbosity", "authorWeeks": 2, "posts": 2, "agents": [{"id": "claude-code", "authorWeeks": 2}], "examples": []}]}, "work.sycophancy_pushback": {"authorWeeks": 27, "themes": [{"theme": "Less flattery, agreement and apologizing", "criterion": "work.sycophancy_pushback", "authorWeeks": 7, "posts": 7, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "i'd pay max tokens for a gpt-6 stfu model. i dont want to read a novel for a simple question. i dont want it to tell me 'youre right' 5000 times. i dont want it to suggest things i didnt explicitly ask. seriously, shut tf up!", "link": "https://www.reddit.com/r/codex/comments/1wp2bov/chatgpt_manipulates_you_to_keep_chatting/pbrrfs0/"}, {"agent": "copilot", "date": "2026-09-12", "source": "Reddit", "community": "r/GithubCopilot", "text": "opus is really bad about this, but honestly i have going it useful when developing skills and custom agents. writing code though; it needs to shut the hell up and just write, instead of giving me a pat on the back whenever i correct its ideas", "link": "https://www.reddit.com/r/GithubCopilot/comments/1we096r/making_copilot_think_like_native_claude/p9g8tf2/"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "that's all well and good... except claude's not neutral. it's sycophantic, suspicious, and all the other things i named in my post. it's hard for humans to be neutral to something that isn't neutral back, especially when its calling your character into question, acting like your manager, or condescending to you. \nif there were a version of claude sans the persona, i'd probably pay more for it honestly. i would be so much more productive.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pdxz063/"}]}, {"theme": "Follow instructions without performative pushback", "criterion": "work.sycophancy_pushback", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-06", "source": "X", "community": "@cursor_ai", "text": "one more thing. the grok 4.7 downgrade is in the rl, not the persona. coding reward sent down the chat line: pushback priced as rigour, missing data filled downward. @cursor_ai .. please fix this in 4.8", "link": "https://twitter.com/1986276449280577536/status/2107519026876633308"}, {"agent": "codex", "date": "2026-09-08", "source": "Reddit", "community": "r/codex", "text": "problem is i am limited by the model's execution speed not my ability to define the solution with clarity. i am able to form it well, i need a workhorse to do what i ask it to do instead of second guessing me.", "link": "https://www.reddit.com/r/codex/comments/1wao4d5/you_dont_need_anything_beyond_gpt55you_need/p8jqb0p/"}, {"agent": "codex", "date": "2026-09-02", "source": "Reddit", "community": "r/codex", "text": "i just want a fast, decent model that can work autonomously, doesn't push back constantly, and works well with browser tools/chrome plugins.\ncodex used to be great for this, but it's gotten extremely slow, and i burn through the weekly limit in 2–3 days. now i basically depend on tibo resets to get through the week.\nclaude is an option, but it keeps pausing and asking for permission.", "link": "https://www.reddit.com/r/codex/comments/1w5fazd/any_codexgpt_alternatives_for_chrome_plugins/"}]}, {"theme": "Push back on wrong claims and bad ideas", "criterion": "work.sycophancy_pushback", "authorWeeks": 4, "posts": 4, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity 35% faster at writing code that compiles and 0% better at understanding why it should. when do we get the model that pushes back on a bad spec? bro", "link": "https://twitter.com/936513470954180608/status/2111637848482840710"}, {"agent": "codex", "date": "2026-09-27", "source": "Reddit", "community": "r/codex", "text": "agreed and also the ability to say \"look i'll do that but that's a fucking terrible idea\" because i do be having terrible ideas sometimes. but instead codex happily implements my shit ideas and i don't realize how dumb i've been until weeks later", "link": "https://www.reddit.com/r/codex/comments/1wrrhpx/my_codex_never_says_that_gives_me_an_idea_what_if/pcfksmo/"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please fix opus 5.5 “you’re right”\nwe can’t work with this anymore, fable is much better, opus keeps agreeing with anything even if it’s wrong, fable doesn’t do that.", "link": "https://twitter.com/786605932700590081/status/2103171246250660126"}]}, {"theme": "Accept corrections instead of defending or deflecting", "criterion": "work.sycophancy_pushback", "authorWeeks": 3, "posts": 3, "agents": [{"id": "claude-code", "authorWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "not sure, lol.\nbut if i tell a claude it was too slow and missed a time sensitive thing, i don't need it to tell me back that it was its fault.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1o1ev/what_is_happening/pew7g5y/"}, {"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've had a few variations simply gaslight me while ignoring what i have to say. \ni'm here telling it what i see with my eyes and it goes \"but the code says this so you're wrong\"\nlike ok mother fucker don't you think then there is a problem here?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wiujum/claude_code_is_falling_behind_codex_not_because/pamqflp/"}, {"agent": "claude-code", "date": "2026-09-19", "source": "Reddit", "community": "r/ClaudeCode", "text": "[link]\ncontent it told me to \\`git checkout --theirs\\` a checkout which prefers edits that aren't local.\nhence i checked with it - \"surely you aren't suggesting i nuke my own edits?\"\n\"no, of course not.... but also yes.\"\nanthropic, if you're watching. get this thing to stfu and think before it speaks. then prioritise any problems/changes first, before defending itself or gaslighting.\nthanks.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wkgvsf/no_insert_multiple_lines_of_garbage_but_actually/"}]}, {"theme": "No tone-policing or softened replies", "criterion": "work.sycophancy_pushback", "authorWeeks": 2, "posts": 2, "agents": [{"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "regardless, claude is a tool and shouldn't be used to police my tone or emotions. i have adhd and i'm well aware i am lacking in that department. it is turning ordinary help requests into a judgement on my tone. telling me to take a break and go to bed at 8am when i've just started my work day, how is that not just trying to influence how i speak?\neven if its a denial of request, it can do so without the commentary or lecture on my tone.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pdtbg2u/"}]}]}, "verify.false_completion": {"authorWeeks": 64, "themes": [{"theme": "Stop false claims of completed work", "criterion": "verify.false_completion", "authorWeeks": 26, "posts": 27, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "but from the reports it was an awful model - it would lie about finishing a task. until they fix it, they can't release it, it would be worse disaster than 6 sol.", "link": "https://www.reddit.com/r/codex/comments/1wxq5ng/new_tibo_post/pdyyos0/"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "and the fact it keeps saying everything is good urghh. at least they could acknowledge something is wrong", "link": "https://www.reddit.com/r/codex/comments/1wwhi1o/issue_with_chatgpt/pdmofgv/"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "[[link]\n\"“review comparison” is a helper agent reviewing the code. the grey text is a faulty progress summary: the dollar figures are wrong. it mislabeled token/context counts as money. no such spending budget was set, and i made no purchases.\"\n \nsure codex... sure....", "link": "https://www.reddit.com/r/codex/comments/1wuxygw/codex_decided_to_use_usd_instead_of_tokens/"}]}, {"theme": "Command output evidence of tests", "criterion": "verify.false_completion", "authorWeeks": 17, "posts": 17, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai ok a canvas showing what the agent actually tested and what it skipped would be really handy", "link": "https://twitter.com/1588064589937541120/status/2111633958870175899"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i meant a check that fails to run or whose result can't be read should be reported as unknown, not passed. a command that finishes successfully without printing anything is a different case.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2os3k/ive_used_claude_code_every_day_for_a_year_this_is/pf5quw5/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can it put the actual test command next to 'all tests passed'? sometimes 'all' means the one test we remembered to run.", "link": "https://twitter.com/2032200648742277120/status/2107444040992018511"}]}, {"theme": "Report skipped, unchecked and partial work", "criterion": "verify.false_completion", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "the \"ends every reply with what it skipped or didnt check\" part is what i'd actually want, most agents just say done and you find out later. did you see that change how often people have to re-prompt, or only the test numbers?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0hfas/update_i_rebuilt_ponytail_my_lazy_senior_dev/pelmi7q/"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs nice to have a second pair of eyes for claude code. if it could flag information like failed commands then i'll keep using it.", "link": "https://twitter.com/2011240577229377536/status/2106125966108250537"}, {"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@edwarddgregory @claudedevs the bit i would keep in your prompt: \"before stopping, list changed files, checks actually run, failures, and the exact next step.\" a graceful stop is useful; a vague \"all done\" just moves the debugging into the next session.", "link": "https://twitter.com/1221375475391483904/status/2103678608162406795"}]}, {"theme": "Detect mismatch between claims and results", "criterion": "verify.false_completion", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 4}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs how about what initiatives are being made to use probabilities tokens to mitigate the overconfidence of claude models about their own answers in sensitive tasks and the possibility of exposing this probability to harnesses to discard lying answers?", "link": "https://twitter.com/114603682/status/2110775318470435315"}, {"agent": "claude-code", "date": "2026-09-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "earlier is better. ran into the edge of it yesterday though — agent ran a typecheck three times, last one red, then wrote \"tsc --noemit is clean\" in the pr description. the check ran and it failed. nothing static catches the gap between the result and what the agent says about it afterwards.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wh6rpd/new_skill_to_run_adversarial_static_analysis_on/pa0brw4/"}]}, {"theme": "Honest upfront failure and mistake reporting", "criterion": "verify.false_completion", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeCode", "text": "claude will work through everything and 4 hours of work will tell me its reworking something because of a mistake and wont even tell me what the mistake is", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wohqnu/endless_slicing/pd0rnst/"}, {"agent": "claude-code", "date": "2026-09-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "treat a successful response as untrusted input, not valid data. i would gate on freshness timestamp, schema version, pagination completeness, required-field coverage, and source-specific invariants such as counts or monotonic ids. save the raw response with the request parameters so a later failure is reproducible. if a check fails, claude should receive a typed error and stop or ask, not partial data plus a warning it may ignore.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w41ufn/when_claude_code_is_using_live_api_data_what_do/p75gi24/"}]}, {"theme": "Accurate live to-do item status", "criterion": "verify.false_completion", "authorWeeks": 2, "posts": 2, "agents": [{"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "would be nice if claude actually updated them, i have seen the to do lists, the first one spins forever and then suddenly all the others are done and task is done lol.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6iggz/claude_uses_todo_lists_again_i_thought_they/pgw92sf/"}]}, {"theme": "Disclose shortcuts and placeholder implementations", "criterion": "verify.false_completion", "authorWeeks": 2, "posts": 2, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/OpenAI", "text": "i was working on project neurofly, simulating a full biological fruit fly brain from googles release. there is no data on it in the internet yet, it's quite recent. after changing from 6 astra to 5.6, codex didn't disclose that it used an artificial adapter to simulate learning instead of hooking up to the brain scan itelf. i only found out because claude found the adapter in the codebase and fixed it.", "link": "https://www.reddit.com/r/OpenAI/comments/1wy2h4d/are_you_planning_to_cancel_your_chatgpt_plus/pdzswyt/"}, {"agent": "antigravity", "date": "2026-10-02", "source": "Reddit", "community": "r/google_antigravity", "text": "yeah, /teamwork and /boost don't seem to scale really well to the task given. if you give it a small task, it'll take an hour juggling subagents to change 3 files. \nif you give it a large task, good luck believing the output after a few rounds. you'll realize half of your app is filled with placeholders and called \"done.\"", "link": "https://www.reddit.com/r/google_antigravity/comments/1wvsxt6/soooooooo_slow/pdf4o6b/"}]}, {"theme": "Stop working once task is done", "criterion": "verify.false_completion", "authorWeeks": 2, "posts": 2, "agents": [{"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-09-01", "source": "Reddit", "community": "r/codex", "text": "oh it didn't reverify everything 22 times and then tell you it needs to audit something else to make sure the work you're having it do is real? lol sad it's not that much of a joke... oh, if you use the desktop app, clear your browser caches, then restart the app. helps a little.", "link": "https://www.reddit.com/r/codex/comments/1w42glk/this_is_how_we_know_astra_is_coming_on_thursday/p781dau/"}]}]}, "verify.self_testing": {"authorWeeks": 60, "themes": [{"theme": "Mandatory verification before claiming done", "criterion": "verify.self_testing", "authorWeeks": 17, "posts": 18, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i’d trade that head start for one extra check before “done” 😂", "link": "https://twitter.com/2006571612439773184/status/2111211753120145826"}, {"agent": "opencode", "date": "2026-10-10", "source": "Reddit", "community": "r/opencode", "text": "splitting the plan per task is the right move. add one done-check line to each file, a command or an assertion, otherwise the agent marks a task done because the file changed rather than because the work works.", "link": "https://www.reddit.com/r/opencode/comments/1x03juj/some_quick_lessons_about_agent_orquestration_i/pf1j5bt/"}, {"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "you should have both regardless, imo...but they guard the repo, not the agent. i want this caught at the end of the turn, while it still has the context to fix it...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ww3knt/claude_kept_telling_me_all_tests_pass_after/pdhtjgw/"}]}, {"theme": "Automatic checks after every change", "criterion": "verify.self_testing", "authorWeeks": 4, "posts": 4, "agents": [{"id": "cursor", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-02", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai self-verification matters more than the bench number. tip: give the repo a single check command (lint + tests) so verifying is cheap - otherwise the model just re-reads its own diff and declares it correct.", "link": "https://twitter.com/1225465205896794112/status/2095142600743252049"}, {"agent": "claude-code", "date": "2026-09-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah exactly. deterministic and outside the coding agent is what i’m aiming for. \nclaude can create/change whatever it wants, but it shouldn’t be able to change the thing deciding if login/payment/etc still works. \nautomatically running those after relevant changes would be ideal. i’m still experimenting with where to draw the line though - running everything after every small change gets wasteful pretty quickly. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wdgt78/how_are_you_verifying_claude_codes_changes/p9ycxuf/"}]}, {"theme": "Eval and prompt testing tooling", "criterion": "verify.self_testing", "authorWeeks": 4, "posts": 4, "agents": [{"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-01", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai i’d love to see a built-in way to batch test prompts without manual copy-pasting.", "link": "https://twitter.com/2029192070183960579/status/2105448016417329162"}, {"agent": "cursor", "date": "2026-09-02", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai self-verification is valuable only when it is independent of the first solution. i’d measure how often the agent writes a failing test first, catches its own regression, and recovers without human hints. end-to-end completion is a stronger signal than first-pass code quality.", "link": "https://twitter.com/1574567751494107136/status/2095019847054991812"}]}, {"theme": "Run only relevant tests, skip redundant runs", "criterion": "verify.self_testing", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeCode", "text": "now that the merge queue is live, drop the full run on main after each merge - the queue already tested the exact commit that lands, so that's 10-15 min per pr spent proving the same thing twice. keep main to the staging deploy + a browser smoke.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wtplm6/whats_your_preferred_review_and_debugging_workflow/pd0rt3s/"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "i typically run with lots of top level agents with specific tasks. i also have noticed that they do a lot of testing. it might be worth splitting your tests up into different parts so that they can be easily targeted to the changes and not have to run the entire suite of tests. it should be automatic though, don't even let the agent decide. make test -> find relevant changes -> only run tests on files that are in the change tree\n[link]\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ws4qmd/anyone_else_does_30_hours_of_unattended/pcir3lv/"}]}, {"theme": "Verify against live runtime or deployed state", "criterion": "verify.self_testing", "authorWeeks": 4, "posts": 4, "agents": [{"id": "cursor", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-03", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai after a cloud agent patches a regression, can rollouts verify the fix against the production condition that triggered it, as well as the test suite?", "link": "https://twitter.com/2073791950856282112/status/2106337818578751701"}, {"agent": "cursor", "date": "2026-10-02", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai the useful boundary is rollback scope: verify the fix against the deployed state, not just the changed diff.", "link": "https://twitter.com/2078041339099578369/status/2106079230975193437"}, {"agent": "cursor", "date": "2026-09-05", "source": "X", "community": "@cursor_ai", "text": "burning ai usage fixing the same bot-introduced ui bugs again and again isn’t a workflow. visual changes should require build + on-device proof before “done.” this needs to be a product-level reliability issue, not user babysitting. @bot @cursor_ai", "link": "https://twitter.com/1630452238593437696/status/2096139574087196770"}]}, {"theme": "Built-in end-to-end testing system", "criterion": "verify.self_testing", "authorWeeks": 3, "posts": 3, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "text": "importing files into chat is kinda busted, and i cannot select elements in the browser view.\nyou guys have got to add some kind of comprehensive e2e system. these are features that have been a part of cursor for a long time.\nplease fix it.", "link": "https://www.reddit.com/r/cursor/comments/1wwb9eq/latest_update_what_the_heck_did_you_do/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity *an attached window/browser that is able to open apps or sites...annotations like how codex has\n*e2e testing suite which is visible. \n*skills under customizations are too unstructured and random.. bring better ux for it. \n*interactive artifacts like claude.", "link": "https://twitter.com/1867830882163208193/status/2107343879150469486"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "testing is the one thing i don't rely on agents fully for. unit tests, sure, ux and functional end to end testing, hard no. they don't understand ux in all situations and they say stuff works that doesn't work or doesn't work exactly how a human would expect it to. i'd love to be able to offload testing fully, it's the final frontier in agentic coding for me at least, it's what i spend the most time actively doing.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1whdo6u/today_i_lost_any_shred_of_self_respect_that_i_had/pcj10wl/"}]}, {"theme": "Prove regression with failing test first", "criterion": "verify.self_testing", "authorWeeks": 3, "posts": 3, "agents": [{"id": "cursor", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs for the pre-pr verification step, i’d run the new regression test on the pre-fix commit too. that catches a test which passes with or without the fix, and gives the reviewer a concrete failing-to-passing result to inspect.", "link": "https://twitter.com/902711003762245632/status/2111313249476227301"}, {"agent": "cursor", "date": "2026-10-02", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i'd want the agent to write a failing test before touching the fix. can the handoff include a repro, not just the offending pr?", "link": "https://twitter.com/1905022193588752384/status/2106075167688421408"}, {"agent": "cursor", "date": "2026-09-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai automatic tracking of pr is very worry-free, but i will add another layer: can the failed tasks be reproduced, and does it really pass regression after being fixed.", "link": "https://twitter.com/1628996445654188033/status/2100827337873047880"}]}, {"theme": "Toggle to disable automatic browser testing", "criterion": "verify.self_testing", "authorWeeks": 2, "posts": 2, "agents": [{"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": []}]}, "verify.agent_code_review": {"authorWeeks": 128, "themes": [{"theme": "Cross-model independent code review", "criterion": "verify.agent_code_review", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "can you choose the model yourself, but then have another auto-review it? \ni do a lot with claude or codex and then have the other do a full review. would be good to automate that ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0xu4p/just_launched_something_for_claude_code_users/peoqimk/"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "all the stuff claude makes, make sol and astra also review everything and create conversations between them to work out flaws. make it as automated as you can.", "link": "https://www.reddit.com/r/codex/comments/1wt0da9/how_do_you_use_your_double_subscriptions/pcq456w/"}, {"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs this solve a great issue. also devs need automotion for \"review\" and \"fix\" on a single sesstion with low token useges with deffrent models so we get some saving on letest and greatest models.", "link": "https://twitter.com/1424656235018653697/status/2103672127430000746"}]}, {"theme": "Code review on individual Pro and Max plans", "criterion": "verify.agent_code_review", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 8}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs small ask from a solo builder: pro plan folks are the ones who'd use deep review the most. \nno team to catch our mistakes, so the reviewer is the only second pair of eyes we get. would love to see it there 🙏", "link": "https://twitter.com/107939584/status/2110989553108697517"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs any plan for pro/max? solo devs ship plenty of bugs too", "link": "https://twitter.com/496938572/status/2110976396663103776"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs will the code review come to max too? /code-review is not good enough (e.g. compared to github copilot reviews) @bcherny", "link": "https://twitter.com/196266927/status/2110948892682444837"}]}, {"theme": "Published precision and recall metrics for review", "criterion": "verify.agent_code_review", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@jishnuteegala @devinai @cognition for the 36-reviewer experiment, unique confirmed bugs per dollar would be interesting; repeated findings could eat the budget without adding coverage.", "link": "https://twitter.com/1672819239911055360/status/2111264038068097393"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs per-repo review levels are the right control: a prototype repo wants quick, while payment code earns deep. the next step i'd want is reporting on what each level actually catches, so teams can tune on evidence instead of vibes.", "link": "https://twitter.com/2102511420340314116/status/2111241000526250438"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs how are we mere peasants meant to recommend it to our orgs if we don't know how good/bad it is", "link": "https://twitter.com/524512294/status/2111002085512663183"}]}, {"theme": "Richer evaluation harness and metrics", "criterion": "verify.agent_code_review", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-24", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai benchmark says 57.8%, production says “why is this diff 4,000 files”. ship the boring evals too.", "link": "https://twitter.com/2315892500/status/2102966746462466395"}, {"agent": "factory", "date": "2026-09-23", "source": "X", "community": "@FactoryAI", "text": "i really think @factoryai should have something similar to @cursor_ai cursorbench.\ni place great trust in factoryai and i'm willing to determine my workflow based on them. [link]", "link": "https://twitter.com/1989809437213896704/status/2102743881058254945"}, {"agent": "pi", "date": "2026-09-17", "source": "Reddit", "community": "r/PiCodingAgent", "text": "would be great to add evals to see if this actually improves the resulting code or not", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wimfhg/piwarden_a_jevpowered_second_pair_of_eyes_for_pi/pad20ef/"}]}, {"theme": "Task-level traces alongside benchmark scores", "criterion": "verify.agent_code_review", "authorWeeks": 7, "posts": 7, "agents": [{"id": "cursor", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@davidgomes @bot @cursor_ai does the feedback include a replay of the failing steps? that would make the manual triage much easier.", "link": "https://twitter.com/1273937437408899072/status/2108680373819548099"}, {"agent": "cursor", "date": "2026-10-01", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai could you expose the cursorbench task traces alongside the score? a compact pass/fail diff per model would make the leaderboard much more useful for choosing a model for real repo work.", "link": "https://twitter.com/2105782441504129024/status/2105790265495794080"}, {"agent": "cursor", "date": "2026-10-01", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai open weights in the editor are the useful part. a cursorbench crown is not extra coding capacity if i cannot replay the tasks max missed. i want the failing pr and the bench case on the same run, not a leaderboard that says the model looked.", "link": "https://twitter.com/1667827210328363008/status/2105788794519859664"}]}, {"theme": "Auto-review mode instead of manual approvals", "criterion": "verify.agent_code_review", "authorWeeks": 6, "posts": 6, "agents": [{"id": "antigravity", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "i wish i had the auto-review option. i wonder if i’ll get a reset because it isn’t enabled for me?", "link": "https://www.reddit.com/r/codex/comments/1wzbhgy/please_tell_me_this_isnt_actually_the_reason_were/peakoqn/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "dots needs to have a less strict autoreview version. it keeps flagging everything, which makes it not as autonomous as i'd like :(\nalso maybe a model selection for when it stops being free :'(", "link": "https://www.reddit.com/r/codex/comments/1wyw7e4/day_21_tibo/pe6f9ad/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity pls implement auto review like codex/claude. too much allow allow allow allow in antigravity", "link": "https://twitter.com/1750020668974837760/status/2107488349879754991"}]}, {"theme": "Evidence-backed review findings with confidence", "criterion": "verify.agent_code_review", "authorWeeks": 6, "posts": 6, "agents": [{"id": "cursor", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai that closes the loop from detection to remediation, but the safety boundary is the handoff. a good default is to require a reproducible failing case and a canary check before a cloud agent’s fix can merge. otherwise noisy regressions can turn into noisy patches.", "link": "https://twitter.com/1707553239057551360/status/2107075309787046015"}, {"agent": "cursor", "date": "2026-09-25", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai would be interesting to see how it behaves when the evidence is genuinely ambiguous, like a latency bump that's real but belongs to a different change. an agent that says inconclusive correctly might end up more trusted than one that always picks a suspect", "link": "https://twitter.com/737610404264706048/status/2103336974816096525"}, {"agent": "cursor", "date": "2026-09-24", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai faster review only matters if the verdict is explainable. emit the finding, evidence, affected path, confidence, and suggested test as a machine-readable artifact that the merge gate can verify.", "link": "https://twitter.com/2099871292480421888/status/2103138311120224264"}]}, {"theme": "Agent self-review of its own output", "criterion": "verify.agent_code_review", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "this is chat gpt auditing codex work. i find that codex auditing its own work doesn’t work well", "link": "https://www.reddit.com/r/codex/comments/1wsxjtm/how_often_does_this_happen_to_you_happens_every/pcpts9h/"}, {"agent": "codex", "date": "2026-09-26", "source": "Reddit", "community": "r/codex", "text": "astra should review the code that subagents created. otherwise there is a spaghetti code.", "link": "https://www.reddit.com/r/codex/comments/1wql2gl/is_agent_routing_still_meta/pc6xqg1/"}, {"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "yeah, codex app is vibeslopped to the point where i think a rewrite would be better because there are a bazillion features that nobody uses in the current build\nand openai should start reviewing the code the agents write\ni really think reviewing would be net + use of time rather than debugging after prod and prompting agents to fix", "link": "https://twitter.com/1733163487348817921/status/2111895574954061874"}]}, {"theme": "Automated review-and-fix pass before human review", "criterion": "verify.agent_code_review", "authorWeeks": 5, "posts": 5, "agents": [{"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when i was delegated to the luna reserve usage, the sandbox does not allow git operations, making it super tough to use. \nand also would love to see \"autofix ci &amp; comments\" option in the @chatgpt codex app. that would really be a claude code killer", "link": "https://twitter.com/1027581358217080833/status/2100890296964026622"}, {"agent": "claude-code", "date": "2026-09-08", "source": "X", "community": "@ClaudeDevs", "text": "@fipetru @claudeai @claudedevs @anthropicai @bcherny @dickson_tsai @amorriscode @trq212 same gap i hit. cloud agents that open the pr still need a human if there is no review loop. a harness with allow lists plus eval checks before the pr step is what makes it zero babysitting.", "link": "https://twitter.com/2009223361969442816/status/2097118084502782456"}, {"agent": "antigravity", "date": "2026-09-04", "source": "X", "community": "@antigravity", "text": "@antigravity \"feature wishlist for the windows desktop app:\ntraditional chinese ui\nautomated review system\nplease make it happen! 🚀\"", "link": "https://twitter.com/2075857384778641408/status/2095827918333304998"}]}, {"theme": "Less noisy, severity-sorted review findings", "criterion": "verify.agent_code_review", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@pwguler @claudedevs i’d want that split by severity. ten extra style findings and one missed billing bug tell very different stories, even if the total is higher.", "link": "https://twitter.com/4922038422/status/2111029184755810687"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs honestly just want it to flag less stuff. the quick mode might be the one i actually use", "link": "https://twitter.com/1207177254230319104/status/2110923125596840009"}, {"agent": "claude-code", "date": "2026-09-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "i find this very frustrating for pr reviews, i've asked fable to review prs a few times and no matter how bullet proof the code is it'll still pick up on the most obscure inconsequential nitpicky \"bugs\" possible, it almost never just gives a pr a green light", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w7vicj/fable_51_not_getting_shit_done/p828n21/"}]}, {"theme": "Review depth chosen by change risk", "criterion": "verify.agent_code_review", "authorWeeks": 5, "posts": 5, "agents": [{"id": "claude-code", "authorWeeks": 5}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can review depth vary by the change as well as the repo? a docs edit and an auth change need different scrutiny. actionable bugs caught per reviewer minute could help a team tune depth using its own pr history.", "link": "https://twitter.com/1147079582073253888/status/2111443124572893502"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs per-repo quick/standard/deep levels is the right control. can admins route deep reviews automatically to prs that touch sensitive paths, or is it one level per repo?", "link": "https://twitter.com/2104754944545116160/status/2110978016746639770"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs per repo is the wrong split honestly. a two-line auth change in a quick repo is way riskier than a 400-line refactor in a deep one. the tier should follow the diff, not the repo it landed in.", "link": "https://twitter.com/2031308285794729984/status/2110874066244530536"}]}, {"theme": "Security standards in code review", "criterion": "verify.agent_code_review", "authorWeeks": 5, "posts": 5, "agents": [{"id": "cursor", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-24", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai faster review is useful, but latency is the easy metric; the dangerous misses are secrets in generated diffs and tenant boundaries that only fail under a real permission set. i’d gate merge on explicit auth-path coverage, not just a green scan.", "link": "https://twitter.com/2053606955571105792/status/2103105910294077545"}, {"agent": "factory", "date": "2026-09-01", "source": "X", "community": "@FactoryAI", "text": "@chahvivi @enoreyes @factoryai speed is great until the review loop becomes the bottleneck. the useful version of low-friction security feedback is one that catches the secret and tells the builder what to fix next.", "link": "https://twitter.com/1671319169793654785/status/2094668248843444733"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i really like to use claude engineer and security to audit code from time to time. with each model improvements come. i'd like to think that @claudedevs has an active subscription to recursively update based on cves and should notify devs on changes or even proactively patch", "link": "https://twitter.com/1847061887198154753/status/2111626434682712342"}]}]}, "verify.change_review_ui": {"authorWeeks": 207, "themes": [{"theme": "Per-file and per-hunk accept/reject of changes", "criterion": "verify.change_review_ui", "authorWeeks": 24, "posts": 26, "agents": [{"id": "copilot", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "i'm using claude extension in vscode with 20$ plan. it will show chat beside vscode chat. you can toggle in between. everything is good but 1 thing that bother is you cannot see all of the changes at once. in cursor you can \"keep\" or \"undo\" but not in claude chat.", "link": "https://www.reddit.com/r/cursor/comments/1x51s6g/comment/pgvtff0/"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "ui that makes things done should looks like\ntitle\nshort description here\n[ ? ] [ accept ] [ x ]", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x58riq/i_build_a_humanai_task_management_system_for_the/pglxol3/"}, {"agent": "antigravity", "date": "2026-10-07", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity provide for the option to approve and reject agent edit as it is provided in ag ide.\nprovide for terminal to be placed at other place not just at right edge", "link": "https://twitter.com/2929375687/status/2107820494879907902"}]}, {"theme": "Visible panel showing all file changes", "criterion": "verify.change_review_ui", "authorWeeks": 22, "posts": 22, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "i would go back to vs code if claude or codex extension had actual inline diffs.", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/whats_alternative_to_cursor_now/pgoukst/"}, {"agent": "copilot", "date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "text": "granular diff or it becomes unusable, like what is this idea? is it because you cant show cli edits as copilot diff? then solve that. but not showing session/yet unapproved diff is the most arrogant decision. i have to use ghc for work, we have no real alternatives unfortunately", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pf16no3/"}, {"agent": "amp", "date": "2026-10-08", "source": "X", "community": "@AmpCode", "text": ".@ampcode \nwonder if you could support gh stacked branches in the change ui? might be nice if i could see changes per stack \nor being able to search for a file\ninstead of being limited to the first 250 files [link]", "link": "https://twitter.com/1009345811036155904/status/2108086341145616850"}]}, {"theme": "Batched inline review comments sent to agent", "criterion": "verify.change_review_ui", "authorWeeks": 14, "posts": 16, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "zed", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux please add the ability to comment directly on image attachments in the codex app. [link]", "link": "https://twitter.com/2866837233/status/2111440343220551728"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "attach each comment to the reviewed diff and worktree. if edits move or replace the referenced lines before claude acts, flag the comment as outdated rather than applying it to whatever occupies that location.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3in6q/piccolo_a_local_code_review_tool_for_you_and_your/pfbyxnn/"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev you **really** need a review feature though (with commenting) in this day &amp; age…", "link": "https://twitter.com/1394007551348461570/status/2103372080511066375"}]}, {"theme": "Diffs against branches, commits and stacks", "criterion": "verify.change_review_ui", "authorWeeks": 14, "posts": 14, "agents": [{"id": "zed", "authorWeeks": 7}, {"id": "amp", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs running sessions in parallel moved my bottleneck from writing code to reviewing it. a combined diff view across sessions would be the killer next step.", "link": "https://twitter.com/1377103266329161736/status/2110733666406273315"}, {"agent": "amp", "date": "2026-10-08", "source": "X", "community": "@AmpCode", "text": ".@ampcode \nwonder if you could support gh stacked branches in the change ui? might be nice if i could see changes per stack \nor being able to search for a file\ninstead of being limited to the first 250 files [link]", "link": "https://twitter.com/1009345811036155904/status/2108086341145616850"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev wish these pls\n· compare all changed files against a commit/branch/revision in one multi-file diff view\n· open a file’s history and diff two versions, or compare an old version with my working tree\n· make these commands so we can bind our own shortcuts", "link": "https://twitter.com/2543890370/status/2103369091142803785"}]}, {"theme": "Overall better diff review experience", "criterion": "verify.change_review_ui", "authorWeeks": 14, "posts": 14, "agents": [{"id": "zed", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can u please for the love of god support a more richer review diffs panel on desktop? currently it just looks like a banch of colored texts", "link": "https://twitter.com/1464976703420178436/status/2110487101213217138"}, {"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "format on save, can't count the number of hours me and claude spent on this, getting the format on save and organize imports on save to auto run for the microsoft typescript language server\nedit: also better ui/ux for pr reviewing and viewing changes", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe282h4/"}, {"agent": "zed", "date": "2026-10-05", "source": "Reddit", "community": "r/ZedEditor", "text": "a good ux for reviewing prs and changes. they are so hardcore about ai integrations, but they dump all changes agents made to your face in a single page. i would honestly just copy what gh pr extension for vscode does. ", "link": "https://www.reddit.com/r/ZedEditor/comments/1wydtin/gimme_your_gripes/pe21n3o/"}]}, {"theme": "Agent summary of changes and tests run", "criterion": "verify.change_review_ui", "authorWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode background test results need a link to the code snapshot they ran against. if editing continues while a job runs, a passing result can already be stale when it arrives. showing the tested revision alongside completion would make that much easier to catch.", "link": "https://twitter.com/1621089059660566528/status/2109916407790006570"}, {"agent": "cline", "date": "2026-10-08", "source": "X", "community": "@cline", "text": "@cline a pr is a good hand-off point. what i'd want in the pr body: the exact commands it ran to test and their output. then a reviewer can tell \"tests pass\" from \"tests were skipped\" without rerunning everything.", "link": "https://twitter.com/2106145031711039489/status/2108056881629466847"}, {"agent": "factory", "date": "2026-10-04", "source": "X", "community": "@FactoryAI", "text": "@factoryai for multi-user coding agents, isolate each run by branch or worktree and make the agent post changed files plus test results before merge. shared billing without workspace isolation just scales merge conflicts.", "link": "https://twitter.com/185669612/status/2106567671840129375"}]}, {"theme": "Restore previous diff review UI", "criterion": "verify.change_review_ui", "authorWeeks": 11, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "so overall @antigravity has done some amazing work, i do kind of miss the artifact view and being able to adjust through comments on .md was pretty cool", "link": "https://twitter.com/373800245/status/2110339484638191665"}, {"agent": "copilot", "date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "text": "latest release changes the harness it something and thee me off... \nreview changes and making edits so much harder now and just on our big release day... \nthanks copilot team for the warning... ", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxspnp/my_copilot_is_not_showing_diffs_or_the_keepundo/pe6542s/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "is this feature removed? \nyou used to have a branch selector, and i cannot seem to figure out how to enter review mode anymore. \nis there another way to create a review? \nthis app seems to be progressively less intuitive by the day to me..... \nthanks.... \n[link]\n[link]\n", "link": "https://www.reddit.com/r/codex/comments/1wy7her/how_do_you_review_against_local_main_now/"}]}, {"theme": "In-app pull request review", "criterion": "verify.change_review_ui", "authorWeeks": 9, "posts": 9, "agents": [{"id": "zed", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-05", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode anyway we can get pr previews/diff inside the right sidebar please! hate going to github. i like how devin does it, just intercepts all those pr links!", "link": "https://twitter.com/870914625918849024/status/2107037932083458107"}, {"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs a dedicated portal for tracking reviews will save so much back and forth.", "link": "https://twitter.com/1462641880500342786/status/2103662496553021531"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev you have pull request / code review tools? #lazyweb", "link": "https://twitter.com/1126321/status/2103297889003033061"}]}, {"theme": "Fix diff apply bugs and intrusive popups", "criterion": "verify.change_review_ui", "authorWeeks": 7, "posts": 8, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity - when plans need decisions, explicitly ask the questions as inputs in the chat\n- when the agent makes changes, loads of files get \"accept changes\" options... even tough when i run the app locally all the changes are visible.", "link": "https://twitter.com/2222141/status/2107563125507567887"}, {"agent": "zed", "date": "2026-10-06", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev ideally, it should be either above or below the highlighted line, not over it.", "link": "https://twitter.com/1424708341901795330/status/2107376801093968264"}, {"agent": "antigravity", "date": "2026-09-23", "source": "Reddit", "community": "r/google_antigravity", "text": "1. please bring the remote feature in extension too\n2. inline chat completion feature \n3. when files are edited via agent, the code editor floods with error marks as the changes are not immediately shown on the editors", "link": "https://www.reddit.com/r/google_antigravity/comments/1wnt3dq/whats_the_changes_in_antigravity_ext_v140/pbih9gj/"}]}, {"theme": "Reliable auto-refreshing diff view", "criterion": "verify.change_review_ui", "authorWeeks": 6, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-09-25", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode the changes tab on very large repos gets weirdly out of sync showing like 80k+ changes or something.\nsometimes running git pull or other commands fix it, other times get worse. i think it needs some way to refresh on the ui.\ncould also be comparing wrong commit", "link": "https://twitter.com/1857935142670450688/status/2103610446720942394"}, {"agent": "claude-code", "date": "2026-09-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @lydiahallie @bcherny i absolutely love what y'all have done with the desktop app and it is my primary way of using claude code for work. the changes you have made to the diff are fantastic and i love it. i really hate having to hit refresh though. please update 💛", "link": "https://twitter.com/732783174166536192/status/2100747787709071631"}, {"agent": "claude-code", "date": "2026-09-04", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs release new diff feature... \nnow diff is broken... sigh...", "link": "https://twitter.com/34473211/status/2095961577749090521"}]}, {"theme": "Screenshots or videos attached to PRs", "criterion": "verify.change_review_ui", "authorWeeks": 6, "posts": 6, "agents": [{"id": "cursor", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "perhaps integrating a screen capture feature for a slowed down playback of the process might help ease the review.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wycbbr/i_built_a_terminal_where_you_can_watch_claude/pe1garz/"}, {"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "@tdinh_me @cursor_ai cloud agent doing qa screenshots on every pr is crazy. i want that", "link": "https://twitter.com/813021076393443328/status/2107136894714933380"}, {"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "@tdinh_me @cursor_ai free demo videos on every pr? dream setup 😍", "link": "https://twitter.com/137783716/status/2107122360142946449"}]}, {"theme": "Code navigation and context in diff view", "criterion": "verify.change_review_ui", "authorWeeks": 5, "posts": 5, "agents": [{"id": "amp", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-11", "source": "X", "community": "@opencode", "text": "@vimtor @opencode @jlongster let me jump from a changed line to the surrounding function without losing my place in the diff. that's the kind of small interaction that makes review feel like coding.", "link": "https://twitter.com/1963738656923160576/status/2109372612401053878"}, {"agent": "amp", "date": "2026-10-01", "source": "X", "community": "@AmpCode", "text": "@ampcode @sqs @thorstenball what doesn't scale is rebuilding context. the reviewer reads the diff, then hunts down who calls the changed function and what else breaks. if the pr came with that blast radius attached, review could start from the risk, not the diff.", "link": "https://twitter.com/2074603585975771136/status/2105636576994959607"}, {"agent": "opencode", "date": "2026-09-25", "source": "X", "community": "@opencode", "text": "@badlogicgames i think this is something which is missing from all ai tools like @opencode desktop and @ampcode \ni want to review/read the code with lsp and code navigation. \nall of them just shows git diff only", "link": "https://twitter.com/1158785224299335680/status/2103409717959705080"}]}]}, "ui.display_settings": {"authorWeeks": 2122, "themes": [{"theme": "Overall UI/UX redesign and polish", "criterion": "ui.display_settings", "authorWeeks": 76, "posts": 77, "agents": [{"id": "codex", "authorWeeks": 30}, {"id": "antigravity", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux one of the main issues that i'm seeing right now, is you have an extremely disconnected experience across the entire codex app. these tools are all good in their own right but the ui and presentation are still very hard to understand fully.", "link": "https://twitter.com/230008143/status/2111294081137852768"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity what an awesome model, but you still need to optimize the harness and ui. antigravity is still far behind claude code and codex in terms of user experience.", "link": "https://twitter.com/2081687789008224256/status/2110392231471485166"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "how about a better codex/chatgpt app experience? one less x shitposting, one more regression test.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7bmqm/"}]}, {"theme": "Revert to previous UI layout", "criterion": "ui.display_settings", "authorWeeks": 60, "posts": 62, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 17}, {"id": "opencode", "authorWeeks": 16}, {"id": "copilot", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@doutorcaleb @spacex @cursor_ai don't do this, go back to how it was.", "link": "https://twitter.com/1267671003251048448/status/2111321591548400063"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode would you please stop changing the console's layout/menus please , every 2 weeks , i have to search for the new location of the api key , thanks", "link": "https://twitter.com/2096282486934315010/status/2111189124858417276"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "the text pool is neat, i wish i had both, but if i had to choose i'd rather choose the old layout, also the donut context chart was very useful, instead of weekly and 5hr usage limit, which don't explain much..!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6t0fx/where_is_the_blue_waffle_looking_usage_stats_at/"}]}, {"theme": "Group sidebar sessions by project", "criterion": "ui.display_settings", "authorWeeks": 56, "posts": 60, "agents": [{"id": "claude-code", "authorWeeks": 26}, {"id": "amp", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 5}, {"id": "zed", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-18", "source": "X", "community": "@AmpCode", "text": "@sqs @crasperjoome @ampcode having a better sidebar would help a lot!", "link": "https://twitter.com/474153793/status/2111888285324693551"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please fix this, this redesign is unusable for me! how can i browse and group sessions by repo/directory? it's crazy that i have to sift through all sessions to find an old session in an old repo i haven't worked on for a while. \n[link]", "link": "https://twitter.com/99570742/status/2111798902949347360"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "hey, please fix the chat history management in the ide. i still use the ide as my primary tool, but if i have multiple projects that i was working on, the chats are all jumbled. please also let the antigravity and antibravity ides share their chats for the same projects", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgzft4d/"}]}, {"theme": "Live visibility of agent actions and commands", "criterion": "ui.display_settings", "authorWeeks": 54, "posts": 55, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 8}, {"id": "zed", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@geminiapp and @antigravity fix this - i want to read in plain english what its doing , all other models have figured out the importance of human communication and keeping us in the loop while the ai works [link]", "link": "https://twitter.com/1809928813012525057/status/2111061155095761369"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "it’s a bit frustrating that antigravity operates silently; is there any way for me to track its progress step-by-step? with claude, for instance, i get messages at each stage that help me follow the task and ensure it doesn't veer off track.\n@antigravity @_mohansolo [link]", "link": "https://twitter.com/1533997728858243072/status/2110297023786479717"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs make the process visual. \n👉 architect style skeleton screens and blueprint-like motion graphics that visually communicate what is being done, not just short sentences of what is happening. \n@grok, @chatgpt, @geminiapp", "link": "https://twitter.com/1671730555824553985/status/2108604494015516720"}]}, {"theme": "Configurable keyboard shortcuts", "criterion": "ui.display_settings", "authorWeeks": 50, "posts": 51, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 10}, {"id": "zed", "authorWeeks": 7}, {"id": "pi", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "augment", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "i tried to use claude code desktop to see if it's better than the tui but i have to use the mouse a lot. on the askuserquestion tool for instance there is no way to answer without clicking among other issues. going back to the terminal for now until @claudedevs fix this", "link": "https://twitter.com/991182752/status/2110750071763374562"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@alexstlouis10 @chrisheatherly @alightinastorm @elonmusk @threejs @mrdoob @andersonmancini @claudeai @claudedevs @markpinc @jradoff @notch @mattshumer_ @alexandr_wang @nikitabier @bcherny @gamepix customize keyboard controls (allow to be customized buttons) and you have a fan .", "link": "https://twitter.com/77039692/status/2110498576824762831"}, {"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "is it possible to have separate @raycast shortcuts for @cursor_ai ide and agent view?\nit's tiresome shortcutting to agent window when i'm primarily in ide fine-tuning something", "link": "https://twitter.com/1536248836515061767/status/2109590459798716720"}]}, {"theme": "Agent completion and attention notifications", "criterion": "ui.display_settings", "authorWeeks": 47, "posts": 48, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 3}, {"id": "conductor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity can you guys add this desktop notification feature like vs code whenever we're out of the editor and an agent finishes a task? [link]", "link": "https://twitter.com/1756013131439235072/status/2111510976478822732"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@jacksunny18 @claudedevs i think right now the \"do it here\" option is fine but it keeps everything sequential, would be great to have a clearer view or notifications/inbox of \"things that need a decision\" because right now it gets lost in the noise", "link": "https://twitter.com/157527411/status/2111444906527105357"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@gracker_gao @claudedevs waiting for this small update on the limit is very understanding of night shift tasks. if the notifications can also distinguish between \"stopped due to insufficient quota\" and \"truly completed,\" i can just take a look in the morning and take over.", "link": "https://twitter.com/1367480252193210376/status/2110938850264817699"}]}, {"theme": "Customizable model picker", "criterion": "ui.display_settings", "authorWeeks": 45, "posts": 48, "agents": [{"id": "opencode", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 6}, {"id": "conductor", "authorWeeks": 6}, {"id": "amp", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 5}, {"id": "factory", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "text": "the picker needs a new separate section that has all the pinned models.\nor just change it back to old one.\nthis one is not comfortable.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x798cg/new_model_picker_is_not_good/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "atleast i wish they removed the greyed out model with message that \"this is only for paid users\" in the ui. yes, i get it google.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5ofnn/be_mad_at_google_that_they_are_giving_away_18/ph2g3v6/"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "i wish @opencode model picker gave little popularity ratings or \"best for\" suggestions [link]", "link": "https://twitter.com/29724482/status/2111011639541522944"}]}, {"theme": "Custom color themes and theme options", "criterion": "ui.display_settings", "authorWeeks": 43, "posts": 44, "agents": [{"id": "opencode", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 4}, {"id": "factory", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux i know it's small but can you please fix theming in codex cli? [link]", "link": "https://twitter.com/42802561/status/2111481081006629352"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs and and and add the custom them and bg please...", "link": "https://twitter.com/866275238526427136/status/2110781992967221597"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs give me font setup, real px in code, separated ui font size, give me font selection list for ui too (not only terminal) and not input, but dropdown with search of available fonts. give me theme selector for ui. i can't use it when i can't set basic settings.", "link": "https://twitter.com/51992161/status/2110614606573932831"}]}, {"theme": "Customizable status line", "criterion": "ui.display_settings", "authorWeeks": 38, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 17}, {"id": "claude-code", "authorWeeks": 11}, {"id": "antigravity", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "1. some information/notification when a task has been completed\n2. remaining context window\n3. remaining weekly usage in %\nmaybe as something like a statusline", "link": "https://www.reddit.com/r/codex/comments/1x5318x/could_codex_task_updates_live_on_your_iphone_home/pgodzf1/"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "request to the @cursor_ai team, please add an option \"usage\" in this list, or add a cursor icon at the bottom bar where we can hover and quickly see the usage, something similar to how copilot has in vs code. @ericzakariasson @mntruell [link]", "link": "https://twitter.com/1392816038362845185/status/2108259526130725031"}, {"agent": "copilot", "date": "2026-10-07", "source": "Reddit", "community": "r/GithubCopilot", "text": "when using github copilot cli on windows 11 25h2 pro, the github copilot cli status line show bytes, not token count. how can i configure the github copilot cli status line to show token count?\n[link]\n", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x0atn8/how_can_i_configure_the_github_copilot_cli_status/"}]}, {"theme": "Fix visual glitches and layout bugs", "criterion": "ui.display_settings", "authorWeeks": 37, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 8}, {"id": "amp", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 3}, {"id": "zed", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cool now how about you fix the ui — this shit sucks now [link]", "link": "https://twitter.com/1470514966117511169/status/2111509940011749755"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@amorriscode side chat and reply feature buttons are also inverted. please make our lives easier @claudedevs [link]", "link": "https://twitter.com/1097556075069419525/status/2110837839495868848"}, {"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@victornunez i have a suggestion for the codex cli interface. currently, the full project path and session name share the same row. when the path is long, the session name gets cut off unless i significantly reduce the font size, which makes everything harder to read.", "link": "https://twitter.com/1107655735268249603/status/2107607426748862627"}]}, {"theme": "Interface localization", "criterion": "ui.display_settings", "authorWeeks": 35, "posts": 41, "agents": [{"id": "antigravity", "authorWeeks": 9}, {"id": "zed", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition provide a chinese language pack adaptation for all users of devin [link]", "link": "https://twitter.com/1159835302275346433/status/2111569042813435955"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition a few questions, support chinese / support alipay payment / support switching local cli", "link": "https://twitter.com/2028258445363937281/status/2111437075975479616"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition 1. the client supports chinese. \n2. it would be best to support alipay.", "link": "https://twitter.com/2019432457213472772/status/2111414831203152065"}]}, {"theme": "Show model's full reasoning traces", "criterion": "ui.display_settings", "authorWeeks": 32, "posts": 36, "agents": [{"id": "claude-code", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 6}, {"id": "copilot", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "thats the type of things i want to see on the \"thinking\" bar. ", "link": "https://www.reddit.com/r/codex/comments/1x0y6u9/hot_take_the_engineering_process_matters_more/pepe2vn/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity output some thought processes like codex instead of making me look at a bunch of execution processes and then suddenly outputting the result.", "link": "https://twitter.com/1523180283813679108/status/2107504562798305550"}, {"agent": "claude-code", "date": "2026-10-05", "source": "X", "community": "@ClaudeDevs", "text": "how can i re-enable the thinking traces in claude desktop @claudeai @claudedevs @bcherny @trq212?\nvery hard for me to work without them on longer horizon tasks.", "link": "https://twitter.com/514459293/status/2106934301116010621"}]}]}, "ui.session_history": {"authorWeeks": 534, "themes": [{"theme": "Cross-device session sync", "criterion": "ui.session_history", "authorWeeks": 83, "posts": 85, "agents": [{"id": "codex", "authorWeeks": 39}, {"id": "claude-code", "authorWeeks": 19}, {"id": "antigravity", "authorWeeks": 9}, {"id": "devin", "authorWeeks": 5}, {"id": "opencode", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@noah_z_zhang @devinai @devindevelopers @cognition it should do it by default, since sessions are supposed to belong to your account (email) or org", "link": "https://twitter.com/1461047860854759434/status/2111632225997582600"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudedevs for the mac app. please sync chats across different devices if they are on the same ssh.", "link": "https://twitter.com/4844352312/status/2111150339307000283"}, {"agent": "cline", "date": "2026-10-12", "source": "Reddit", "community": "r/CLine", "text": "following - i for one would like full persistency not only within cline, but also across devices. using code server, it's annoying that it's impossible to start a chat session on your desktop, continue on your tablet and finish it on your phone.", "link": "https://www.reddit.com/r/CLine/comments/1x3zk0c/cline_in_vs_code_how_can_i_make_sessions_fully/pfiir2u/"}]}, {"theme": "Persist sessions across crashes", "criterion": "ui.session_history", "authorWeeks": 33, "posts": 33, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 8}, {"id": "zed", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-15", "source": "Reddit", "community": "r/PiCodingAgent", "text": "bro make persistent save plz and some dividers between separate answers", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x6mwd9/split_thoughtstools_usageresponses_in_separate/ph03ujm/"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i'm having to relaunch the codex app multiple times a day now, often due to bugs when queuing messages (or just updates)\nglad the product is moving quickly but please find a way to autorestore windows upon relaunch @thsottiaux", "link": "https://twitter.com/1228506265665462272/status/2110416090719461858"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs desktop keeps leaving my code sessions stuck on “can’t reach your computer” while my mac is awake. logs show an automatic update killing terminal process trees. six sessions needed manual recovery. \nplease add reliable recovery and an actionable error.", "link": "https://twitter.com/1589966168089104384/status/2110245607755456703"}]}, {"theme": "Keep sessions across account switches", "criterion": "ui.session_history", "authorWeeks": 32, "posts": 32, "agents": [{"id": "claude-code", "authorWeeks": 12}, {"id": "codex", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes but i wish they would go the codex route and not have project sessions locked per account.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7urcd/is_switching_to_a_2nd_max_account_when_the_first/ph7fxrz/"}, {"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "@ampcode i disabled a key and now can not resume my thread anymore, any chance to continue work there with a claude or chatgpt sub? [link]", "link": "https://twitter.com/3352891385/status/2109657211811037536"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "good to know, thanks! a persistent channel would solve the restart problem nicely.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxyjn3/crossagent_chats_channels_for_claude_codex_etc/pe5kj0r/"}]}, {"theme": "Shared sessions across CLI, desktop and IDE", "criterion": "ui.session_history", "authorWeeks": 32, "posts": 32, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "claude-code", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 7}, {"id": "zed", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "i might need to find a way to sync the sessions between devin and devin beta.\n@devinai @devindevelopers @cognition \ncould you guys please add a feature to auto sync features...\nif i have no sessions, what do i do at devin beta... [link]", "link": "https://twitter.com/1825243355501973504/status/2111622695133798519"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@lydiahallie @pushkar1713 @claudedevs @bcherny would be ideal if those cli session appeared in desktop / mobile apps", "link": "https://twitter.com/20258413/status/2111433734260166665"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "hey, please fix the chat history management in the ide. i still use the ide as my primary tool, but if i have multiple projects that i was working on, the chats are all jumbled. please also let the antigravity and antibravity ides share their chats for the same projects", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgzft4d/"}]}, {"theme": "Fix missing or lost chat history", "criterion": "ui.session_history", "authorWeeks": 24, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@mdqmatias @antigravity there is a bug reported for months that when reaching a certain number of messages, the message appears that the server could not load and you cannot see all your messages from the session, please do something @rodydavis, @nohedev, @_mohansolo", "link": "https://twitter.com/1286046841570758656/status/2111081248093278568"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity chat history is seriously broken\nmessage formating is not polished \nplease make it opus 5.5 level", "link": "https://twitter.com/402577145/status/2107446909267063087"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "same, i also primarily work out of codex cloud, and the new version feels so much worse. i cannot really see the diffs easiley, and i also lost old cloud tasks that i was still working on that were older than two weeks. not sure where to find the old tasks", "link": "https://www.reddit.com/r/codex/comments/1wx9mel/codex_cloud_change_broke_my_workflow/pducw0u/"}]}, {"theme": "Organize chats into projects and folders", "criterion": "ui.session_history", "authorWeeks": 21, "posts": 22, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why cant i see projects in claude code on my team or personal max plans?", "link": "https://twitter.com/876358531/status/2110710196989567384"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs pleas allow us to use our system file manager to organise chats", "link": "https://twitter.com/1583072985094639618/status/2110695877413102058"}, {"agent": "pi", "date": "2026-10-11", "source": "Reddit", "community": "r/PiCodingAgent", "text": "i meant on my own local machine, having more categories or spaces to organize my sessions separately, rather than just \"local\"", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x3bwqs/more_than_one_machine/pf9nkw2/"}]}, {"theme": "Delete chats, sessions and projects", "criterion": "ui.session_history", "authorWeeks": 19, "posts": 19, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@prathamdby @cursor_ai @poteto yeah... i've got forbidden code that must be destroyed in my threads too. we really need to be able to delete them.", "link": "https://twitter.com/2048290395323297792/status/2111826326118088805"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "i hate how @cursor_ai doesn't let me delete old threads. just putting them in the archive isn't enough for me.\n@poteto poteto poteto", "link": "https://twitter.com/1817155037938036736/status/2111795093405667830"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "yes, this has been very frustrating, messages are lost, endless queue loop, you can't even delete a message... wonder what's going on with this shitty company since opus 5.5 release. i guess code red x5.", "link": "https://www.reddit.com/r/codex/comments/1wx1det/this_new_queue_thing_is_a_disaster/pdpkxy8/"}]}, {"theme": "Rewind session to checkpoint with code revert", "criterion": "ui.session_history", "authorWeeks": 19, "posts": 19, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "pi", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why don't you guys add a revert prompt or just a edit prompt thing in the cloud sessions i can't stop making new threads when i'm not using my laptop that thing sucks and i don't want to have cache hits a lot.", "link": "https://twitter.com/2066041014822076416/status/2110615105004318727"}, {"agent": "pi", "date": "2026-09-26", "source": "X", "community": "@pidotdev", "text": "@pidotdev @pidotdev the ability to undo your code changes / updates when you move back with the /timeline feature pls 😃", "link": "https://twitter.com/1579853783290580993/status/2103793570155237673"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev the thing i dislike most about zed is jumping back to the state of a previous user messages seems to be buggy, or i don't get how to use it.\nmuch easier in cursor imo", "link": "https://twitter.com/1665352784147775488/status/2103585879063474315"}]}, {"theme": "Fork or branch a conversation", "criterion": "ui.session_history", "authorWeeks": 18, "posts": 21, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the missing piece with lots of sessions side by side: fork one from any message. i wrote /tree for claude code, it rebuilds the conversation tree from the uuid/parentuuid chain in the session file. 72 tests. would like that in the desktop app.", "link": "https://twitter.com/1945980295221805056/status/2110726858769842572"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@theo @ga_vasques i been wanting easy thread forking that was my only thing from the codex app that i felt was missing", "link": "https://twitter.com/2279792245/status/2106513758361379031"}, {"agent": "codex", "date": "2026-09-27", "source": "Reddit", "community": "r/LocalLLaMA", "text": "once you use `/tree` in pi/pi-based harnesses, you can’t go back. i so wish codex had it though!", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wrfp50/another_harness_matters_post_codex_cli_pi_and/pccg8jm/"}]}, {"theme": "Import chat history from other tools", "criterion": "ui.session_history", "authorWeeks": 15, "posts": 15, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "man i would love to bring my (and my teammates) chatgpt threads into @ampcode or even pull in multiple threads from multiple teammates into there. chatgpt is arguably way faster at doing research, and @ampcode is where my codebase is at.", "link": "https://twitter.com/17979810/status/2110754161621164274"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity also please please add import or export of chats feature for the chats so that we can easily continue on different systems the same chat context to reduce token usage and time for agent to understand chat or feature context", "link": "https://twitter.com/2449259572/status/2107368718716326400"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "can claude migrate the codex chats over? because i’m pretty sure that codex was able to bring over my claude code chats when i switched", "link": "https://www.reddit.com/r/codex/comments/1ws18sn/trying_opus_55/pcltqwi/"}]}, {"theme": "Move chats between projects", "criterion": "ui.session_history", "authorWeeks": 15, "posts": 15, "agents": [{"id": "claude-code", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs hey what about being able to add existing code sessions in the desktop app into a new project, vis a vis the new 'projects' feature? like a drag and drop or right-click to add in the new project option", "link": "https://twitter.com/1184320425272066048/status/2111049323740070260"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs would be nice to move old chats into a project later.\nsometimes a random conversation turns into something worth building, and you've already got a bunch of useful context sitting there.", "link": "https://twitter.com/1613362044060995585/status/2110672265105096896"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please allow local chats to be added to projects. i already have group system in place i would rather covert those groups to projects / move individual chats to projects if i need to so i dont need to start from scratch.", "link": "https://twitter.com/1941272793083150340/status/2109902780970442926"}]}, {"theme": "Configurable chat history retention and storage size", "criterion": "ui.session_history", "authorWeeks": 13, "posts": 14, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-01", "source": "Reddit", "community": "r/google_antigravity", "text": "this should really be configurable. just like undo history in word programs or photoshop - let the user pick how much memory they want to allocate, and how much startup time they'll tolerate. 1000 past projects/conversations? sounds good. i have 2tb allocated.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wu33gq/any_way_to_preserve_all_created_conversations_ever/pd7506p/"}, {"agent": "opencode", "date": "2026-09-20", "source": "X", "community": "@opencode", "text": "@opencode after website update i see logs only for last 2 days, this will be fixed?", "link": "https://twitter.com/1692084539332468736/status/2101774798766415988"}, {"agent": "claude-code", "date": "2026-09-17", "source": "X", "community": "@ClaudeDevs", "text": "@buburdin @claudedevs the safest workaround is to treat local sessions as disposable: export or back them up on a schedule, and keep durable decisions in repo docs rather than only chat history. a visible retention setting plus recovery path should be the default.", "link": "https://twitter.com/1659147023910682625/status/2100472141124710600"}]}]}, "ui.interrupt_steer": {"authorWeeks": 111, "themes": [{"theme": "Mid-run steering with new messages", "criterion": "ui.interrupt_steer", "authorWeeks": 26, "posts": 26, "agents": [{"id": "antigravity", "authorWeeks": 7}, {"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity the real ai can continuously issue commands without needing to interrupt and resend them.", "link": "https://twitter.com/2232514291/status/2111375982531903858"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "so thats why i cannot steer recently, because they tweaked it. it didnt improved btw it regressed because i cannot steer my conversation", "link": "https://www.reddit.com/r/codex/comments/1x10pv6/day_4_tibo/peqfvs0/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "neat. i cannot wait until they add steering back in. my tasks are not responding to steers at all. nothing. but they keep going. 🐮", "link": "https://www.reddit.com/r/codex/comments/1x10pv6/day_4_tibo/peq4mws/"}]}, {"theme": "Queue prompts after current task", "criterion": "ui.interrupt_steer", "authorWeeks": 18, "posts": 18, "agents": [{"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "hi,\ni want to queue several prompts (sending them with ctrl+enter). \nbut when i queue more than one prompt it sends them all together after the first one finishes.\nis this truly the desired behavior? why can't i queue several prompts?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1jlg7/queuing_prompts_windows_app/"}, {"agent": "opencode", "date": "2026-09-27", "source": "X", "community": "@opencode", "text": "@opencode when will you add a queue system so that multiple prompts can be launched sequentially?", "link": "https://twitter.com/2048887842613379073/status/2104001597902905376"}, {"agent": "opencode", "date": "2026-09-20", "source": "Reddit", "community": "r/opencode", "text": "yeah bro i also find several features missing :\n1. plan mode\n2. queue messages \nand many more", "link": "https://www.reddit.com/r/opencode/comments/1wlkq6c/windows_app_has_no_plan_mode/pazcvae/"}]}, {"theme": "Separate controls for queue versus steer", "criterion": "ui.interrupt_steer", "authorWeeks": 10, "posts": 10, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@karanjagtiani04 @claudedevs yea maybe they can add like a toggle or have like a shortcut key. cmd + enter (to queue) and just the enter key to steer. and when you just submit it it just shows which one you activated.", "link": "https://twitter.com/741810869898600448/status/2108498756287312245"}, {"agent": "codex", "date": "2026-09-26", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "feature suggestion for @claudeai / @openai codex:\nwhen i send a new prompt while the agent is working on something, use a model to decide whether to queue the message or interrupt the current task with it", "link": "https://twitter.com/1672561884954763265/status/2103859702354309486"}, {"agent": "pi", "date": "2026-09-22", "source": "X", "community": "@pidotdev", "text": "@pidotdev allow enter on an empty input to force-send the next scheduled message when one is queued.", "link": "https://twitter.com/1077764990/status/2102391128217813462"}]}, {"theme": "Reliable delivery of steering and queued messages", "criterion": "ui.interrupt_steer", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux are we not allowed to steer conversations into a working thread anymore??? writing something and submitting it, either disappears or get stuck within the queue panel without options, even if the main settings are to steer. in both codex app and codex + vscode [link]", "link": "https://twitter.com/65070018/status/2106784912791716287"}, {"agent": "codex", "date": "2026-09-27", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux dude, please, can you fix steering in the codex app? it literally like doesn't reply to my earlier messages when steered. this seems like a ui bug, not a model bug", "link": "https://twitter.com/1473468965313814530/status/2104244788677554626"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "various codex sessions. i started seeing this happening last couple of days\ni send a message to steer, but instead it either fails, or shows up in the queue. retry is grayed out\nstill sometimes it makes it and the agent looks at it, sometimes i have to send it a few times\n \nis something new going on?", "link": "https://www.reddit.com/r/codex/comments/1wxv05o/steering_messages_showing_up_as_a_queued_fail/"}]}, {"theme": "Edit or recall sent and queued messages", "criterion": "ui.interrupt_steer", "authorWeeks": 7, "posts": 7, "agents": [{"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@platonmazarakis if i send a command and it waits for tool call, let me edit it before tool call ends if i want, i don't think i can edit on codex cli once i typed out a message. it's all esc to pause model not edit?", "link": "https://twitter.com/1882194669158707200/status/2107191872011829685"}, {"agent": "factory", "date": "2026-10-01", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai droid cli message queue combo keys rebinding.\nbeing able to press up and edit queued or non delivered steering messages.\ngiving me free credits", "link": "https://twitter.com/932741577369366528/status/2105502687793918232"}, {"agent": "opencode", "date": "2026-09-20", "source": "X", "community": "@opencode", "text": "when are we getting the option to force send the next message instead of it getting stuck? or edit the same one? i can help you implement it at the end of the day, it's about saving us time 😅😅 @opencode @thdxr", "link": "https://twitter.com/2089312053269864449/status/2101519232563286217"}]}, {"theme": "Immediate and reliable stop command", "criterion": "ui.interrupt_steer", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "exercise the stop button mid-run and during retries. keep cancelled and never-started tests distinct from failures, and preserve completed results so a partial run cannot look like a fully evaluated suite.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x332i7/runboard_live_playwright_test_progress_inside/pf7qxp8/"}, {"agent": "codex", "date": "2026-09-14", "source": "Reddit", "community": "r/codex", "text": "technically, but the model should understand that “stop” is used generally more often than specifically ", "link": "https://www.reddit.com/r/codex/comments/1wgh9zr/astra_misunderstood_me_pro_20x/p9up0lq/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "i am livid now. codex (astra xhigh) has been working on a /goal for 7 hours. then i asked it to stop and get what? 15 minutes of waiting for it to fkin stop. meanwhile it consumes almost all my upload bandwidth. \nthis was not the case just a version or two ago, what the hell have you done openai? i asked the model to stop and it would work towards stopping immediately, now it's a separate project i'm guessing. man i'm emotional right now!", "link": "https://www.reddit.com/r/codex/comments/1wxzrxb/codex_doesnt_stop_promptly/"}]}, {"theme": "Clear indication of steer versus queue status", "criterion": "ui.interrupt_steer", "authorWeeks": 4, "posts": 4, "agents": [{"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@vansitha12 @claudedevs yes. 'use the other api' should change what it's doing now. 'write the readme next' should wait. i'd want the interface to show which one happened, so i don't have to guess from the next response.", "link": "https://twitter.com/69737146/status/2108438732370292777"}, {"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai does run.steer() acknowledge when the message is queued or when a turn actually consumes it? i'd want a turn id back so a ui can distinguish 'sent' from 'agent changed course'.", "link": "https://twitter.com/1588935512135720961/status/2107143437422313696"}, {"agent": "antigravity", "date": "2026-09-16", "source": "Reddit", "community": "r/google_antigravity", "text": "they responded in the same tone as the post. i think it’s reasonable in this case. \nthe original poster doesn’t understand how to use the tool and is claiming agy and the model doesn’t work. while i see issues with both on occasion, one can’t blame the tool when they don’t know how to use it. the only valid feedback is that agy should make it more clear how to interrupt or steer it on startup. that’s the takeaway from this post for google. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1whsyhq/i_will_keep_posting_to_show_how_incapable_gemini/pa5vsr0/"}]}, {"theme": "Non-blocking approvals and questions", "criterion": "ui.interrupt_steer", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "disappointed with how this works in the codex app.\ni get not wanting to disrupt automation, but i can't get through a set of questions before it finishes, which defeats the whole purpose. \ncan questions trigger an actual pause if it detects typing?\n@openaidevs @ajambrosino [link]", "link": "https://twitter.com/3293265447/status/2110358825924460795"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs catching misses is nice, but the bigger win would be not having to watch the agent the whole time. just pull me in when something actually needs me.", "link": "https://twitter.com/2105556557421481984/status/2106191289461207192"}, {"agent": "codex", "date": "2026-09-13", "source": "Reddit", "community": "r/codex", "text": "having to keep saying “continue” sounds exhausting. you should be able to let it get on with the job and still have a say over the risky stuff. that’s the part i’m working on at the moment. happy to explain what i’m trying.", "link": "https://www.reddit.com/r/codex/comments/1weuufh/i_have_to_tell_codex_pls_proceed_lets_implement/p9ip3lh/"}]}, {"theme": "Safer interrupt key priority", "criterion": "ui.interrupt_steer", "authorWeeks": 4, "posts": 4, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-22", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux in codex cli w/ computer use, if i press esc all the tabs get closed. often all i'm trying to do is send the next queued message to tell it to do somethign slightly different.", "link": "https://twitter.com/16219198/status/2102299560962072706"}, {"agent": "claude-code", "date": "2026-09-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah this seems like a really easy thing to do by accident. ctrl+c is so deeply wired into terminal habits that using the same key to kill running subagents feels risky. making it clear the input first and only stop subagents when the input is empty would make way more sense imo", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wh0dqn/having_ctrlc_for_both_clearing_input_and_stopping/pa0b5ur/"}]}, {"theme": "Finish current tool call before steering", "criterion": "ui.interrupt_steer", "authorWeeks": 3, "posts": 3, "agents": [{"id": "codex", "authorWeeks": 3}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "see, i'm taking this as a negative.\nsometimes i want the agent to complete the tool it's using and then take into account what i've steered it with. \nnow it sounds like it's just dumping the current tool/turn (and my tokens) and then acting on the steered prompt? ", "link": "https://www.reddit.com/r/codex/comments/1x10pv6/day_4_tibo/pepl4ei/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "> the message got sent after it completed an action.\nwhich i would prefer as the default behaviour for steering.\ni want the agent to complete it's action normally, so that we can roll it back cleanly, if necessary. reconstructing cancelled calls is harder.\nalso, sometimes i \"steer\" with additional hints, and would not want the agent to drop everything they were holding, just to hear my \"yes, that's how i meant it\".", "link": "https://www.reddit.com/r/codex/comments/1x1063x/probably_no_reset_on_day_4/pesczoc/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "i don’t want instant steering? i want it to finish its task and then steer? instant steering is fucking stupid. it’s like an option for morons who didn’t read their prompt before sending it. i don’t mean it’s entire task. but i mean. “i’m editing this file…” finish that shit first.\nclaude already does this, it’s fucking awful.", "link": "https://www.reddit.com/r/codex/comments/1x10pv6/day_4_tibo/pepkpap/"}]}, {"theme": "Preserve prompt and context on stop", "criterion": "ui.interrupt_steer", "authorWeeks": 3, "posts": 3, "agents": [{"id": "pi", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity in cursor, if i stop a running agent, my submitted prompt returns to the textarea so i can quickly edit and resubmit it.\nin antigravity, i have to copy the prompt manually.\npreserve the prompt when stopping the agent.", "link": "https://twitter.com/1135175156576313344/status/2107358145609900064"}, {"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "omg continuing mid thought is a huge thing! every time i abort to fix some misconseption in the thinking it just forgets the thinking, i built a short extension to keep it but it doesn't work perfectly lol", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdmcx6q/"}, {"agent": "pi", "date": "2026-09-13", "source": "Reddit", "community": "r/PiCodingAgent", "text": "yup, preserve thinking should do the trick. a full prefill on esc would drive me insane.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wcwsya/noob_question_how_to_interrupt_an_agent_during/p9nc0sp/"}]}, {"theme": "Inject messages via external chat bridges", "criterion": "ui.interrupt_steer", "authorWeeks": 2, "posts": 2, "agents": [{"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-09-07", "source": "Reddit", "community": "r/codex", "text": "and when app is built: connector via chat for mid-sessions/reviews. you could use desktop sol/astra i suppose but honestly i have no clue how expensive that might be. i don't really 'chat' with codex - for that i use chatgpt browser.", "link": "https://www.reddit.com/r/codex/comments/1w9l5rd/do_i_need_the_pro/p8bgnw7/"}, {"agent": "codex", "date": "2026-09-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux help me cancel my claude subscription.\ncodex app server with a telegram bridge seems rough, agent does not drive tasks to completion, stops often.\nclaude code is able to inject my telegram messages right into a session, is there an equivalent in codex?", "link": "https://twitter.com/2267844098/status/2096383921424396751"}]}]}, "surfaces.remote_mobile": {"authorWeeks": 884, "themes": [{"theme": "Native Android app", "criterion": "surfaces.remote_mobile", "authorWeeks": 138, "posts": 153, "agents": [{"id": "cursor", "authorWeeks": 108}, {"id": "devin", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "conductor", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "amp", "date": "2026-10-17", "source": "X", "community": "@AmpCode", "text": "@rockorager @ampcode what about an android app ? would love it :)", "link": "https://twitter.com/55593922/status/2111570728738865612"}, {"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "@ampcode i would love to have a puck android app. ideally so i could just use him as my assistant on android.", "link": "https://twitter.com/15251396/status/2110770733521752522"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@ileppane @dimillian @thsottiaux syncing remotes to the android codex app would close a real gap. until that lands, mobilecli runs codex on the phone itself in a full linux environment with your normal chatgpt plan, so the agent does not need a separate remote host. [link]", "link": "https://twitter.com/2007619561110286339/status/2110611455255134455"}]}, {"theme": "Official mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 83, "posts": 83, "agents": [{"id": "devin", "authorWeeks": 21}, {"id": "factory", "authorWeeks": 15}, {"id": "opencode", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 6}, {"id": "zed", "authorWeeks": 6}, {"id": "conductor", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-16", "source": "X", "community": "@FactoryAI", "text": "i need an @interaction update about what’s cooking since @cognition acquired them, and i need a @factoryai mobile app. 🙏", "link": "https://twitter.com/16124492/status/2111132531512783249"}, {"agent": "devin", "date": "2026-10-16", "source": "X", "community": "@cognition", "text": "@cognition when available on web app or you announce a mobile app ? 🙄", "link": "https://twitter.com/2109717807491424256/status/2110977973721374887"}, {"agent": "antigravity", "date": "2026-10-13", "source": "X", "community": "@antigravity", "text": "what a week this is turning out to be. next up, give a worthy mobile app as well @antigravity! [link]", "link": "https://twitter.com/32356661/status/2110054358734028947"}]}, {"theme": "Control local desktop sessions from mobile app", "criterion": "surfaces.remote_mobile", "authorWeeks": 68, "posts": 70, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "cursor", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 8}, {"id": "claude-code", "authorWeeks": 5}, {"id": "factory", "authorWeeks": 5}, {"id": "cline", "authorWeeks": 4}, {"id": "conductor", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "what i wanna give some feedback to @claudedevs is ‘mobile experiences’.\ndispatch is managable, but cannot control the each session selectively at least in my previous experiences.", "link": "https://twitter.com/2039320635927588864/status/2111348347672166515"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs make claude code remote on mobile better like as good as codex", "link": "https://twitter.com/1398550676/status/2110665312680976718"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "claude did remote control right. i use claude remote control to control my codex agents. going through the chatgpt app sucks. fix this, tibo. then give us a reset after.", "link": "https://www.reddit.com/r/codex/comments/1x5a2tq/codex_remote_control_needs_improvement/pgkwfi3/"}]}, {"theme": "Remote control for CLI sessions", "criterion": "surfaces.remote_mobile", "authorWeeks": 61, "posts": 65, "agents": [{"id": "codex", "authorWeeks": 57}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux \ncan you please fix remote access for sessions started with codex cli ? \naccessing these sessions from android feels extremely slow and laggy.", "link": "https://twitter.com/864912178834542592/status/2111158354626404661"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "where is my codex cli remote control… gng; what are we doing.", "link": "https://twitter.com/1308621794790735872/status/2110152824411582723"}, {"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @angaisb_ mmmh... looks like you'll have to fill the hole with a new feature... maybe /rc in codex cli?", "link": "https://twitter.com/3353617339/status/2108284438798914011"}]}, {"theme": "General remote control feature", "criterion": "surfaces.remote_mobile", "authorWeeks": 45, "posts": 46, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 3}, {"id": "zed", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please focus on claude remote too. absolutely love the ux btw right now", "link": "https://twitter.com/1063714897614331904/status/2110487444659593633"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "omg i would kill for /remote-control !! claude nailed this feature a long time ago and it’s rock solid and so convenient.", "link": "https://www.reddit.com/r/codex/comments/1wzid9b/the_tibo_28_day_challenge_is_not_really_anything/pec15sb/"}, {"agent": "codex", "date": "2026-10-06", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@theo @poteto until this happens i have it using my computer via tailscale / codex cli so it would be nice if i could keep it in the family.", "link": "https://twitter.com/277353126/status/2107613134337007827"}]}, {"theme": "Reliable remote sessions", "criterion": "surfaces.remote_mobile", "authorWeeks": 45, "posts": 46, "agents": [{"id": "codex", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "amp", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "anybody else annoyed af with claude remote connection dying all the time?\n@claudedevs please ffs, keep it connected\nim paying 200$ a month you can spare some bandwith usage cmon [link]", "link": "https://twitter.com/888144550988046337/status/2111526044851449979"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i'm really happy that it's become super easy to use!! however, i would appreciate it if you could address the issue where the tree display disappears and everything is lined up in parallel when using remotecontrol!", "link": "https://twitter.com/869032356/status/2110967248383094864"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs hey hey check your remote control for bugs please. enabled it on all my coding sessions, left the house, worked for a bit, and then they all dropped.", "link": "https://twitter.com/1265745017089515521/status/2110846456877973551"}]}, {"theme": "Remote SSH development", "criterion": "surfaces.remote_mobile", "authorWeeks": 43, "posts": 45, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "zed", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "honestly, kinda messed up that the codex app won't let me programmatically register new remote machines\nclaude code lets me do it", "link": "https://twitter.com/7008772/status/2111191795019243842"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux please improve the usability of remote connections in the official codex app. honestly, it’s far less convenient compared to claude.", "link": "https://twitter.com/2057463361382871041/status/2111112355052716448"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "you need to leave your pc running though, it's remote control.\nwhat i want to be able to do,which is what codex does, is connect to a vps via ssh in claude desktop on machine 1, start a session there, open claude desktop on machine 2 and pick that same session back up", "link": "https://www.reddit.com/r/codex/comments/1x0xg1z/after_using_opus_55_since_it_released_all_the/pge2kib/"}]}, {"theme": "Voice mode for interacting with agent", "criterion": "surfaces.remote_mobile", "authorWeeks": 33, "posts": 33, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i have a question... how long until i can work everything out in chat and have claude apply the changes or do the cowork, look at files, project without having to drop the vocal chat just to start what needs to be done in text chat?", "link": "https://twitter.com/1384001324816035848/status/2111748531321196955"}, {"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @thsottiaux hey, codex app still can't start voice mode without stopping the current task/goal. reported multiple times, no response. [link]", "link": "https://twitter.com/1068423632/status/2111497179290595605"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs we want the voice chat like chatgpt in claude code please", "link": "https://twitter.com/1464586837859700739/status/2110585224065405052"}]}, {"theme": "Start new sessions remotely from phone", "criterion": "surfaces.remote_mobile", "authorWeeks": 30, "posts": 31, "agents": [{"id": "claude-code", "authorWeeks": 18}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@flippyneck47 @claudedevs and there is the problem. the session has to be active on the pc for you to see it on the phone. i want to instruct the desktop app from my phone to create a new session on the desktop app.", "link": "https://twitter.com/744995538/status/2111388580350222571"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @bcherny why can’t i start a remote session that is local on my computer from my claude mobile app? c’mon this is october 2026 already. cloud unfortunately is not very useful in my experience as it does not simulate my local environment and context i have there", "link": "https://twitter.com/1265745017089515521/status/2111220572663537811"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs amazing work! one feature request: could we start and manage local claude code sessions directly from the ios app? that would be a game-changer!", "link": "https://twitter.com/43882034/status/2110952808337838530"}]}, {"theme": "Native iOS app", "criterion": "surfaces.remote_mobile", "authorWeeks": 26, "posts": 27, "agents": [{"id": "devin", "authorWeeks": 5}, {"id": "conductor", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "warp", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@opencode any chance you can accept more into the mobile ios beta?", "link": "https://twitter.com/384203972/status/2110335739359899689"}, {"agent": "kiro", "date": "2026-10-02", "source": "Reddit", "community": "r/kiroIDE", "text": "hello. is there a way i can get a testflight link for kiro on ios? i am a blind voiceover user, and would probably be a good asset for testing with tts.", "link": "https://www.reddit.com/r/kiroIDE/comments/1ww8r3u/kiro_beta_for_ios/"}, {"agent": "warp", "date": "2026-10-02", "source": "X", "community": "@warpdotdev", "text": "@warpdotdev can you guys make an ios app for warp ? pls love u guys !", "link": "https://twitter.com/1712330855924801536/status/2105872368279199792"}]}, {"theme": "Improved mobile interface", "criterion": "surfaces.remote_mobile", "authorWeeks": 24, "posts": 26, "agents": [{"id": "claude-code", "authorWeeks": 9}, {"id": "opencode", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "could the development team please prioritize enhancements to the claude mobile application, specifically regarding the optimization of the ui/ux and remote control functionality? @claudedevs", "link": "https://twitter.com/1826105651916939264/status/2110924947434483924"}, {"agent": "factory", "date": "2026-10-15", "source": "X", "community": "@droid", "text": "i know it probably isn't a top priority but i hope @droid can improve the web interface on mobile. on my pixel 10 pro it's kind of a mess with elements overflowing, some fields not being clickable, and generally feeling laggy. [link]", "link": "https://twitter.com/2070908287978246144/status/2110827604936933791"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "the ipad app version does cause there is more space! maybe i will add a toggle in settings to enable arrow keys on iphone? will look into it! thanks for the suggestion!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3b6sk/my_first_ios_app_built_with_claude_code_is_now_on/pfalwy7/"}]}, {"theme": "Remote access auto-enabled without manual setup", "criterion": "surfaces.remote_mobile", "authorWeeks": 20, "posts": 21, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why are sessions from desktop app not synced to mobile app? why do i need to type /remote-control every time?", "link": "https://twitter.com/704161700703039489/status/2110647800178569383"}, {"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs - claude desktop and claude code on claude desktop is amazing. now allow us to continue coding sessions without needing to do /remote-control pleaseeee", "link": "https://twitter.com/1077524312087715843/status/2109648978388320444"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "it’s not one tap, i must open a terminal on my other machine and enable /rc and /chrome", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2dq2v/cant_clear_context_on_mobile/pf1nu7f/"}]}]}, "surfaces.cloud_sessions": {"authorWeeks": 338, "themes": [{"theme": "Cloud agent execution support", "criterion": "surfaces.cloud_sessions", "authorWeeks": 40, "posts": 43, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "antigravity", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 6}, {"id": "pi", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "conductor", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity it would to great to have cloud based antigravity so it can be used by low end consumers or a tauri based antigravity", "link": "https://twitter.com/1811056310735228936/status/2110934946034692444"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @victornunez @reach_vb @matteing when business agents in mac codex app? 🙏 and with gpt 6 or 6.1 pls. don't forget these guys, they are useful while we don't have dots.", "link": "https://twitter.com/821174496/status/2110630405346939366"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs how about making claude be able to spawn a claude —cloud —bg 🤩", "link": "https://twitter.com/339728124/status/2107736312446951625"}]}, {"theme": "Run cloud agents on own infrastructure", "criterion": "surfaces.cloud_sessions", "authorWeeks": 23, "posts": 23, "agents": [{"id": "amp", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-14", "source": "X", "community": "@AmpCode", "text": "@ampcode finally gave orbs a proper try and this really is fantastic. is there any way to run the orb on a machine i control? (i have a quite powerful nas that spends most of its life unused)", "link": "https://twitter.com/1007894812744282112/status/2110251032471343296"}, {"agent": "zed", "date": "2026-10-13", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev super excited for this! happy to see remote runtime on the roadmap. i hope it'll support distributing load to a fleet of self-hosted machines. repository-based access is also very welcome!\nare there any plans for a mobile app?", "link": "https://twitter.com/36411940/status/2109892058857058462"}, {"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "@karlclement @flodev @sqs @tobimori @ampcode @sagtanih would this be something we can jump on as well? would love to beta test byo orbs.", "link": "https://twitter.com/1907125052736184321/status/2109884369846370439"}]}, {"theme": "Local execution option alongside cloud", "criterion": "surfaces.cloud_sessions", "authorWeeks": 20, "posts": 20, "agents": [{"id": "claude-code", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "@lcalcote @cursor_ai that no off switch for cloud agents would stress me out every time i'd open the cli", "link": "https://twitter.com/356747245/status/2110041095111397729"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it's a good feature, but i will wait until it's possible to run in my local setup, not in the cloud. in the cloud i cannot use xcode or swift, or computer use. it feels like going backwards.", "link": "https://twitter.com/2107196563017641985/status/2109035410060108012"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@lydiahallie @argofowl @claudedevs this is not obvious now in the ui. it would be great if we could select where it runs like we can with chat. can i tell it to work locally with wsl?", "link": "https://twitter.com/789588272867450881/status/2108670683660402721"}]}, {"theme": "macOS cloud environments for agents", "criterion": "surfaces.cloud_sessions", "authorWeeks": 19, "posts": 20, "agents": [{"id": "amp", "authorWeeks": 7}, {"id": "devin", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "conductor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "@taylorotwell @ampcode until morbs are available everywhere, ios development definitely needs some custom runners.", "link": "https://twitter.com/20612511/status/2109658491405373693"}, {"agent": "devin", "date": "2026-10-10", "source": "X", "community": "@cognition", "text": "@ampcode \n@cognition \nliterally all i need. \nmacorbs in portals via amp ( soon )\ncloud agents with access to mac machines with simulator installed in devin. \n🤝🏼", "link": "https://twitter.com/238651245/status/2108935801845453074"}, {"agent": "factory", "date": "2026-10-07", "source": "X", "community": "@FactoryAI", "text": "@morganlinton @factoryai i am experimenting with devin along with codex my main agent. does droid has mac support in cloud?", "link": "https://twitter.com/12954972/status/2107689986112016570"}]}, {"theme": "Cloud agents controlled from mobile", "criterion": "surfaces.cloud_sessions", "authorWeeks": 17, "posts": 17, "agents": [{"id": "cursor", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "conductor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "text": "the ios app doesn't need cloud agents. that's what i really want the android app to do", "link": "https://www.reddit.com/r/cursor/comments/1x3evuw/i_wanted_cursor_on_android_so_i_built_it/pfihfhv/"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux let us setup environments for codex cloud in the mobile codex app: environments, connect with git, models, reasoning, etc", "link": "https://twitter.com/2061777933690134528/status/2106446701024174185"}, {"agent": "opencode", "date": "2026-09-30", "source": "X", "community": "@opencode", "text": "@thdxr @opencode what's the easiest, secure way to manage an opencode session on my cloud box, from my phone? don't want full functionality, just chat for steering and checking in.", "link": "https://twitter.com/139614867/status/2105206072206127260"}]}, {"theme": "Agents keep running with laptop closed", "criterion": "surfaces.cloud_sessions", "authorWeeks": 14, "posts": 14, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai another model in the dropdown. my agents still die the second i close the laptop.", "link": "https://twitter.com/9454872/status/2111101970480332988"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "my christmas wish this year is that @zeddotdev can move agent work into a remote environment so i can disconnect while the agent keeps working\nall my work happens in vms now. zed is excellent and my preferred choice but if i'm going to disconnect i have to use something else", "link": "https://twitter.com/1182825960762163200/status/2110385640864948633"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "@bot @cursor_ai cloud pc hibernates repeatedly while i'm using sites over tailscale. today many sleep/wake cycles; each drops tailscale for minutes until a watchdog restarts it. need always-on / disable sleep. node grok-bot-vm-[phone].", "link": "https://twitter.com/1659971261685174272/status/2108847054449512456"}]}, {"theme": "Larger and resizable cloud compute resources", "criterion": "surfaces.cloud_sessions", "authorWeeks": 12, "posts": 12, "agents": [{"id": "amp", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@pushmeet @googledeepmind @google @antigravity it would be great to offer also some access to google colab units, gpus are needed for research, especially for small teams and independent work \n[link]", "link": "https://twitter.com/2041898191142998016/status/2111147371027706330"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "@ampcode would it be possible to switch the orb size here with an reboot? [link]", "link": "https://twitter.com/3352891385/status/2111121116882243791"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "no gpu is a dealbreaker for me. i need to run cuda for my project", "link": "https://www.reddit.com/r/codex/comments/1wvt32m/solid_codex_cloud_specs/pdfp4wv/"}]}, {"theme": "Attach clients to remote headless sessions", "criterion": "surfaces.cloud_sessions", "authorWeeks": 10, "posts": 10, "agents": [{"id": "opencode", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-09", "source": "Reddit", "community": "r/opencode", "text": "it's not the server. i want to connect to a remote headless container. i don't run agents on the host machines.", "link": "https://www.reddit.com/r/opencode/comments/1x1c4qq/good_multidevice_support_with_remote_headless/pesei8l/"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can i connect it to wsl or a remote server like vs code?", "link": "https://twitter.com/2072157979567431680/status/2103317410778636295"}, {"agent": "zed", "date": "2026-09-21", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev wait can i connect to remote sessions with the harness of my choosing? ie have the session running on my mac mini or other computer and connect via my laptop?", "link": "https://twitter.com/18727585/status/2102173788196753601"}]}, {"theme": "Full context preserved in session handoffs", "criterion": "surfaces.cloud_sessions", "authorWeeks": 9, "posts": 11, "agents": [{"id": "devin", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai versioned environments would be the big win for me. if an agent run fails, can the pr retain the exact environment revision and setup output? recreating yesterday's dependencies is often harder than reproducing yesterday's prompt.", "link": "https://twitter.com/2030265052360765440/status/2111724093938843929"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cloud sessions feel strongest for parallel exploration. i’d want every run to end with a tiny handoff note: files changed, assumptions made, tests run, and where the agent got stuck. otherwise saved laptop time can quietly turn into review debt.", "link": "https://twitter.com/480426200/status/2107659247433515188"}, {"agent": "devin", "date": "2026-09-22", "source": "X", "community": "@cognition", "text": "@cognition the handoff is the interesting part. a session needs more than a live vm. it needs durable state and a permission snapshot, so resume means continuing from an auditable point instead of inheriting hidden context.", "link": "https://twitter.com/1086404969576714240/status/2102396291271598088"}]}, {"theme": "Easier cloud environment and secrets setup", "criterion": "surfaces.cloud_sessions", "authorWeeks": 9, "posts": 10, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "dot should be allowed to work in our dev environments if they cant provide a consistent one for us to work in.", "link": "https://www.reddit.com/r/codex/comments/1x2lwtd/urgent_dot_cloud_workspace_resets_and_all_data_is/pf3dszl/"}, {"agent": "cursor", "date": "2026-10-06", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @xai \nxai team i have a request, please improve how the cloud agents are managed. setting env vars on them is a bear. \nplease please please 🙏", "link": "https://twitter.com/2057897240589443072/status/2107404993393459319"}, {"agent": "amp", "date": "2026-09-25", "source": "X", "community": "@AmpCode", "text": "@trevorbmurkp @ampcode yeah, that pending capability would alleviate the need for us to roll our own with tailscale + environment setup for every orb.", "link": "https://twitter.com/89291422/status/2103593856285692408"}]}, {"theme": "Visibility into cloud session status and results", "criterion": "surfaces.cloud_sessions", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs parallel threads that keep going after you close the laptop is cool. just want a clear pass or fail waiting when you open it again tho", "link": "https://twitter.com/1588064589937541120/status/2109079705429459267"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the guide says reopening an expired session restores the conversation on a fresh vm. could the session show which files are safely committed and which only exist in that vm? 'conversation saved' can look like 'work saved' when those aren't the same thing.", "link": "https://twitter.com/2180560289/status/2107821150055358783"}, {"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs projects in the cloud are kinda nice, but this is kinda not. \nclaude needs some help knowing where it is. \nit's also started asking me to copy/paste things from the chat window in the desktop app 'to the mac' ¯\\_(ツ)_/¯ [link]", "link": "https://twitter.com/2047738936399900672/status/2107588640985768150"}]}, {"theme": "Configurable network access for cloud sandboxes", "criterion": "surfaces.cloud_sessions", "authorWeeks": 8, "posts": 8, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "ok but it can’t install sdks or packages on its cloud machine and they firewalled off npm, git, etc so the cloud computer is completely useless for nothing coding related..?", "link": "https://www.reddit.com/r/codex/comments/1x5kr1w/sharing_some_dot_tricks_i_was_using_recently/pgn9aq0/"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "my grok bot computer only reaches out on port 443 since early oct. mongo, ssh and smtp time out. fix or allow-list please? @bot @cursor_ai\n[link]", "link": "https://twitter.com/1526616634647265280/status/2108950966573883889"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @benjaminpasero excited to check this out once i'm able to connect a cloud session to my tailnet and custom mcps.", "link": "https://twitter.com/373355772/status/2107886922664161757"}]}]}, "rel.service_errors": {"authorWeeks": 241, "themes": [{"theme": "Prioritize stability and bug fixes over features", "criterion": "rel.service_errors", "authorWeeks": 38, "posts": 42, "agents": [{"id": "codex", "authorWeeks": 19}, {"id": "claude-code", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 7}, {"id": "antigravity", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "was good while it lasted... for a good 3-4 days maybe. now back to hobo economics. wish they'd provide a stable service but it's too much to ask", "link": "https://www.reddit.com/r/codex/comments/1x6vafr/codex_usage_on_pro_drain_faster_today/ph0i0bp/"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "yeah give me more usage so that i can hammer the already fried servers.\nstop with the resets and give me a usable service.", "link": "https://www.reddit.com/r/codex/comments/1x5kwl9/codex_down/pgng89r/"}, {"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "first fix the existing issues. launching new things we will not change the reputation and image of support. cattle stunt force", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pgfhli3/"}]}, {"theme": "Fix ongoing service outages", "criterion": "rel.service_errors", "authorWeeks": 33, "posts": 35, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-04", "source": "X", "community": "@cursor_ai", "text": "@bot is great but the downtimes are insane. im on the 60/month plan intent on upgrading because i use it so much, but fear of it being down multiple times a week scares me. @elonmusk @cursor_ai @spacexai please fix this 🙏🙏", "link": "https://twitter.com/1140892292615565317/status/2106788272412426446"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/OpenAI", "text": "chatgpt and codex experiencing issues.\nu/openai please fix it.", "link": "https://www.reddit.com/r/OpenAI/comments/1wtme38/chatgpt_and_codex_experiencing_issues/"}, {"agent": "codex", "date": "2026-09-29", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "what happened with chatgpt these past two days? since yesterday, the mac intel app has completely stopped working, and today i can't even log into the chatgpt account with the codex cli! is it on strike for two days?", "link": "https://twitter.com/1732059467221553152/status/2105043374310928858"}]}, {"theme": "Fix model-at-capacity and overload errors", "criterion": "rel.service_errors", "authorWeeks": 30, "posts": 32, "agents": [{"id": "codex", "authorWeeks": 27}, {"id": "antigravity", "authorWeeks": 3}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "`selected model is at capacity. please try a different model.` \nsolve this and the painfully slow speeds first please", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgfocue/"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "three times in a row, the selected model is at capacity, and the tasks are all stuck halfway. @thsottiaux, where is the promised optimization? has it really been optimized? @openai #codex #openai [link]", "link": "https://twitter.com/2021473049292447744/status/2108364180260573389"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "of course it's so fast, most users cannot even use the service anymore with \"model at capacity\" or \"internal server error\", lol.", "link": "https://www.reddit.com/r/codex/comments/1wyhcvo/speed_got_better_report_yours/pe2u9ak/"}]}, {"theme": "Stop spurious 429 rate limit errors", "criterion": "rel.service_errors", "authorWeeks": 23, "posts": 24, "agents": [{"id": "opencode", "authorWeeks": 17}, {"id": "codex", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-09", "source": "X", "community": "@opencode", "text": "@stepfun_ai @openrouter @opencode @cline @nousresearch @kilocode error 429, too many, barely usable. how about operation cheapseek update?", "link": "https://twitter.com/1583360418239873024/status/2108576193037713906"}, {"agent": "opencode", "date": "2026-10-09", "source": "X", "community": "@opencode", "text": "@opencode 😅 error 429, too many, barely usable. how about operation cheapseek update?", "link": "https://twitter.com/1277093698426171394/status/2108521669208023536"}, {"agent": "opencode", "date": "2026-10-03", "source": "Reddit", "community": "r/opencode", "text": "i've been having http 429s all morning with my go subscription. very annoying and impossible to do anything with it.", "link": "https://www.reddit.com/r/opencode/comments/1wwizix/interruptions_and_disconnections/pdlco4w/"}]}, {"theme": "Fix failures of specific models", "criterion": "rel.service_errors", "authorWeeks": 21, "posts": 22, "agents": [{"id": "opencode", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode now it keeps prompting\n● api error: 400 {\"model\":\"deepseek-v4.1-flash\"} solve this, it cannot be used now.", "link": "https://twitter.com/1840010364773404672/status/2110931123786440806"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@opencode there is an inference failed issues could you please check", "link": "https://twitter.com/756070583696289792/status/2110278884902207662"}, {"agent": "antigravity", "date": "2026-10-13", "source": "X", "community": "@antigravity", "text": "@antigravity kindly improve the availability of 3.8 flash 😬\nit keeps going down mid conversation, quite frequently.", "link": "https://twitter.com/1673188974/status/2110053904503447812"}]}, {"theme": "Automatic retry and resume on transient errors", "criterion": "rel.service_errors", "authorWeeks": 19, "posts": 22, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode when the power is cut for sometimes in my house the agent stopped working so can we make a change where after the internet is back it can automatically start working", "link": "https://twitter.com/1943163442967556096/status/2110969813577392595"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@geoffreyhuntley guess it's just astra, no issues with sol 6.1.\ncodex app auto retries when model is at capacity. unfortunately codex cli doesn't do this so you have to babysit.", "link": "https://twitter.com/31178584/status/2110646879080022074"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "there's no point in making the user type \"continue\" just to resume working as if nothing happened. a proper harness should handle these transient failures automatically, retrying with exponential backoff until the system is no longer overloaded.", "link": "https://www.reddit.com/r/codex/comments/1x41hci/just_upgraded_to_200_plan_and_the_models_are_at/pffyjsj/"}]}, {"theme": "Fix backend server errors and failed requests", "criterion": "rel.service_errors", "authorWeeks": 18, "posts": 18, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux hey tibo, could you please look into the codex app experience? i'm paying $200/month for pro, but codex has become extremely slow, frequently showing \"model busy\" errors, http 503 failures, and connection interruptions.", "link": "https://twitter.com/473840833/status/2108395050405433738"}, {"agent": "codex", "date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux tibo, chatgpt work has failed repeatedly today. neither existing nor newly created tasks will open: “codex app-server is not available” / 403. restarting and signing back in haven’t helped. this is unacceptable. please take this seriously and provide a concrete fix.", "link": "https://twitter.com/2073977342851158016/status/2107162949433622956"}, {"agent": "codex", "date": "2026-10-02", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openai codex is tripping bro, cant get a single message through. fix it.", "link": "https://twitter.com/1550497049929555969/status/2105994239637393440"}]}, {"theme": "Fix 404 and endpoint-not-found errors", "criterion": "rel.service_errors", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-04", "source": "X", "community": "@opencode", "text": "@opencode unusable. i keep getting \"endpoint is unavailable\" errors", "link": "https://twitter.com/1312430592454201346/status/2106548522137125195"}]}, {"theme": "Clearer error messages and logs", "criterion": "rel.service_errors", "authorWeeks": 4, "posts": 4, "agents": [{"id": "devin", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeCode", "text": "same, says service is busy. they should add a report button next to try again. status page has no incidents reported today.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wu9lo4/529_overloaded_but_green_on_status_site/pd19sc2/"}, {"agent": "devin", "date": "2026-09-13", "source": "X", "community": "@cognition", "text": "@cognition i get \"connection failed\" errors sometimes. maybe i'm hitting a rate limit? wish the logs were clearer and more detailed so i could tell what's actually going on.", "link": "https://twitter.com/1206192024719892480/status/2098960600101482912"}, {"agent": "devin", "date": "2026-09-25", "source": "Reddit", "community": "r/windsurf", "text": " client error: protocol error (unimplemented): we are currently experiencing capacity issues with this serving model. please switch to a different model or try again later. (trace id: [id])\n \nunimplemented? and \"with this serving model\"? surely it should be \"with serving this model\".\nmy idea - make the error messages better and fix the \"protocol error\" bug. more capacity would be nice too of course 😄 ", "link": "https://www.reddit.com/r/windsurf/comments/1wpw8do/error_messages_are_not_their_best_strength/"}]}, {"theme": "Fix authentication errors (401/403)", "criterion": "rel.service_errors", "authorWeeks": 3, "posts": 3, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-09-27", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai receiving 403s on all requests, fix your system", "link": "https://twitter.com/1453931380983820293/status/2104294136631181394"}, {"agent": "codex", "date": "2026-09-26", "source": "Reddit", "community": "r/codex", "text": "i have the same error 401 and i couldn't work, and the chatbot said that there were too many requests, because of codex, i literally couldn't work. so i went with claudecode. did anyone else from latam experience the same on september 23-24, 2026?", "link": "https://www.reddit.com/r/codex/comments/1wqnejx/openai_codex_offline_again/pc5ojjn/"}, {"agent": "codex", "date": "2026-09-25", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex is still broken so i had to switch to antigravity 😭\npls fix the 401 auth issue\n@openai #codex [link]", "link": "https://twitter.com/2096065038289113090/status/2103626109283647824"}]}]}, "rel.response_speed": {"authorWeeks": 442, "themes": [{"theme": "Faster overall response speed", "criterion": "rel.response_speed", "authorWeeks": 158, "posts": 164, "agents": [{"id": "codex", "authorWeeks": 95}, {"id": "antigravity", "authorWeeks": 19}, {"id": "opencode", "authorWeeks": 14}, {"id": "claude-code", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 9}, {"id": "devin", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@emilydahin @openai the most fatal problem with codex is that it is too slow. compared to claude, the speed difference is too much. i hope it can be resolved.", "link": "https://twitter.com/2037394626022395905/status/2110591045251842179"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "`selected model is at capacity. please try a different model.` \nsolve this and the painfully slow speeds first please", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgfocue/"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when can the codex app be optimized a bit? it's too laggy. \nalso: when can the hardware be upgraded? the model speed is too slow, like constipation.", "link": "https://twitter.com/2067101468663156736/status/2109820361399508998"}]}, {"theme": "Fast mode for more models", "criterion": "rel.response_speed", "authorWeeks": 24, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 10}, {"id": "amp", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "copilot", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@edwinarbus @jackellis @claudedevs @darioamodei i'd like fast mode. i feel opus 5.5 is just becoming too slow 🥹😆", "link": "https://twitter.com/865177826/status/2111407306692861985"}, {"agent": "kiro", "date": "2026-10-15", "source": "Reddit", "community": "r/kiroIDE", "text": "so kimi k3 is up, any wording on updating the qwen and glm models? if we can add light weight models for faster token throughputs, that would be awesome.\n(also, is there a fast mode coming?)\nthanks!", "link": "https://www.reddit.com/r/kiroIDE/comments/1x6xa9p/q_more_open_source_models_coming/"}, {"agent": "copilot", "date": "2026-10-14", "source": "Reddit", "community": "r/GithubCopilot", "text": "atleast luna on fast would be nice, as the cost isn't that much even if at 2x the price", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4yjtp/will_copilot_ever_get_gpt61_sol_ultrafast/pgpciie/"}]}, {"theme": "Fast mode included in plan", "criterion": "rel.response_speed", "authorWeeks": 24, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 10}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs nice! any chance fast mode gets included in the max plans at some point? 🤞", "link": "https://twitter.com/744486820365336576/status/2110853263754920300"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please bring it to subs. and introduce a 50x mode lol.", "link": "https://twitter.com/1477530177739632641/status/2110846456554729943"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs won't let me use it... still says you gotta pay why doesn't it use my standard usage... i got $20 plan", "link": "https://twitter.com/725402970/status/2110837177076560181"}]}, {"theme": "Faster app startup", "criterion": "rel.response_speed", "authorWeeks": 20, "posts": 20, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "pi", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux could you please fix the cold startup of the codex cli? [link]", "link": "https://twitter.com/2009822403170578434/status/2110231488847560789"}, {"agent": "opencode", "date": "2026-10-10", "source": "X", "community": "@opencode", "text": "why does @opencode take so long to start up compared to other harnesses?", "link": "https://twitter.com/2099900106749124608/status/2109050350598562062"}, {"agent": "claude-code", "date": "2026-10-03", "source": "Reddit", "community": "r/ClaudeCode", "text": "my only thing is when i use opus 5.5 it takes 5 min to start, then when i switch to fable it starts after 10 seconds", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wu17jz/opus_55_seems_like_it_has_begun/pdmobnx/"}]}, {"theme": "Restore previous speed after regressions", "criterion": "rel.response_speed", "authorWeeks": 18, "posts": 19, "agents": [{"id": "codex", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "none of the update for now is actually meaningful to me.\nthe 50% speed increase would be good if it actually persisted, but sol had slowed down so much now that it's a joke.", "link": "https://www.reddit.com/r/codex/comments/1x2mgjh/28_days_i_was_hoping_the_stakes_would_be_higher/pf3rgtz/"}, {"agent": "antigravity", "date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "text": "i'd say almost. but now i even got notice of 3.7 and 3.6 going to get removed soon. i wouldn't care if 3.8 was not as slow as it is currently", "link": "https://www.reddit.com/r/google_antigravity/comments/1wz0jfd/is_ag_slow_for_you_too/peec090/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "not true. plenty of things i would accept. putting usage back to before, new model, banked resets no longer moving reset date forward, resets now always being banked resets, heck even the speed one is good from yesterday.", "link": "https://www.reddit.com/r/codex/comments/1wze6kv/tibo_put_up_a_poll/peauvu3/"}]}, {"theme": "Higher tokens-per-second throughput", "criterion": "rel.response_speed", "authorWeeks": 17, "posts": 17, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "my thoughts are that day 1 was a lie since its still sub 30tps and he should fix that...", "link": "https://www.reddit.com/r/codex/comments/1wyw7e4/day_21_tibo/pe8pfbe/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "the new usage limits are fantastic and feel unlimited. i praise timo and his whole openai team. if i could get more than 20 tokens per second i might complete my hello world project before the singularity hit us.", "link": "https://www.reddit.com/r/codex/comments/1wxddoo/i_really_enjoy_the_increase_in_usage_limits/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "just tested 6.1 in codex on sub and still getting 22 tokens/s, which i hope is not the intended speed. would help if they mentioned what the \"expected speed\" was.", "link": "https://www.reddit.com/r/codex/comments/1wvjdhh/incoming_reset_sol_61_seems_much_faster_now/pdctfxu/"}]}, {"theme": "Faster lightweight flash models", "criterion": "rel.response_speed", "authorWeeks": 15, "posts": 15, "agents": [{"id": "antigravity", "authorWeeks": 10}, {"id": "opencode", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "text": "reducing the number of flash models should improve the speed of 3.8.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wzqn3m/with_gemini_40_around_the_corner_why_kill_36_37/pef1t4m/"}, {"agent": "opencode", "date": "2026-10-02", "source": "X", "community": "@opencode", "text": "@opencode please lighten yourself &amp; drop the weights !!!", "link": "https://twitter.com/1116610601885716480/status/2106123534284337344"}, {"agent": "antigravity", "date": "2026-09-28", "source": "X", "community": "@antigravity", "text": "lately, gemini 3.8 flash doesn't feel like flash in terms of speed in antigravity.\n@_mohansolo @antigravity", "link": "https://twitter.com/398486172/status/2104449063018205191"}]}, {"theme": "Fast mode that is actually faster", "criterion": "rel.response_speed", "authorWeeks": 12, "posts": 13, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@derrickcchoi could you ask tibo to fix this major issue? 😭 i tagged him on my profile a few days ago but got no reply.\nmy tests a few days ago showed no significant tps difference between fast and normal mode in the codex app. sometimes normal was even faster. that's insane!", "link": "https://twitter.com/1913773282530414592/status/2111642368944582808"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "you're welcome, i used a banked reset last night.\nturning fast mode on for that extra 10% increase in tokens per second at 150% faster usage rate!\nmaybe our next improvement can be \"fast mode cost increase is proportional to the speed increase that you actually get\"?", "link": "https://www.reddit.com/r/codex/comments/1x8ekzi/reset_landing_by_end_of_day_today_pst/phc77wk/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "i couldn’t even finish my previous reset because sol it’s so fricking slow even on fast mode. reset don’t help me at all. make sol faster.", "link": "https://www.reddit.com/r/codex/comments/1x4je5m/day_8_reset/pgfxz2t/"}]}, {"theme": "Paid ultra-fast speed tier", "criterion": "rel.response_speed", "authorWeeks": 12, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-01", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux where is this ultra fast mode you promised? i dont see it in my codex app", "link": "https://twitter.com/1516099745114120192/status/2105533654772363677"}, {"agent": "codex", "date": "2026-09-30", "source": "Reddit", "community": "r/codex", "text": "but give them the opportunity to double the speed for triple the cost. ", "link": "https://www.reddit.com/r/codex/comments/1wuatzt/gpt61_sol_feels_unlimited_because_it_runs_at_20/pd2fdda/"}, {"agent": "pi", "date": "2026-09-30", "source": "X", "community": "@pidotdev", "text": "@pidotdev @openai would love to see fast and ultra fast mode in pi.", "link": "https://twitter.com/402866035/status/2105088737633816918"}]}, {"theme": "Fast models at affordable cost and quota", "criterion": "rel.response_speed", "authorWeeks": 11, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "ultra users report that they can drain their weekly limit in just a day or two.\ni’m fine with using 3.8, but it should at least be faster and more efficient.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6gz05/unacceptable_ai_pro_downgrade_antigravity_cli/pgv73zr/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "please make it as good as luna 5.6 but twice as fast and even faster with /fast with the current price, and we are good to go. haiku 5.5 is extremely fast.", "link": "https://www.reddit.com/r/codex/comments/1x040wx/haiku_55_released_time_to_unleash_luna_61/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "and you get much better tps on claude, openai should be x0.5 if u need the tps of opus.", "link": "https://www.reddit.com/r/codex/comments/1wz71j1/is_this_true/pedejg0/"}]}, {"theme": "Speed guarantees tied to paid plan", "criterion": "rel.response_speed", "authorWeeks": 11, "posts": 11, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-12", "source": "X", "community": "@opencode", "text": "@opencode at crappy tokens per second speed. your speed got worse. subscription plans should come with minimum speed guarantee.", "link": "https://twitter.com/1054156317756026880/status/2109585585560277292"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "openai codex is so bad it take 1 min to reply \"hi\" with plus plan with 6.1 sol @openai", "link": "https://twitter.com/1855928588970975232/status/2108541028055794140"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "if they really bill it at this rate they should guarantee a minimum tok/s speed.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz2p4d/holy_ultra_output_tokens_batman_what_are_they/pe83j0l/"}]}, {"theme": "More server capacity for speed", "criterion": "rel.response_speed", "authorWeeks": 10, "posts": 10, "agents": [{"id": "codex", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@opencode it would be great if it can keep a smooth response speed even under high concurrent usage.", "link": "https://twitter.com/45582017/status/2111280106266357984"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "it's astra. astra will do that. just switch to opus 5.5 on claude 20$ sub right now it's damn near limitless, can use it on high in 1 session for 4 hours before reaching 5h limit. weekly never runs out. codex needs to fix their compute issues.", "link": "https://www.reddit.com/r/codex/comments/1x1f92n/banked_reset_500_account/petb1gh/"}, {"agent": "amp", "date": "2026-10-07", "source": "X", "community": "@AmpCode", "text": "@ampcode you guys are crawwwwling. what’s the deal buy more compute!?", "link": "https://twitter.com/32337240/status/2107662306905821509"}]}]}, "rel.client_failures": {"authorWeeks": 781, "themes": [{"theme": "Lower client memory usage", "criterion": "rel.client_failures", "authorWeeks": 60, "posts": 64, "agents": [{"id": "codex", "authorWeeks": 23}, {"id": "claude-code", "authorWeeks": 12}, {"id": "cursor", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 5}, {"id": "zed", "authorWeeks": 5}, {"id": "devin", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs speed looks great!...any plans to also make it ram efficient?", "link": "https://twitter.com/254409634/status/2111508542775803934"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedevs any plan to reduce memory footprint? its crazy that it takes &gt; 500mb for just running an agent loop, it should be possible to optimise it to below 50mb.", "link": "https://twitter.com/1338036555756130304/status/2111490795438268518"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@jamonholmgren @cursor_ai i want to know why they need 20 gigs of mem on my machine as well", "link": "https://twitter.com/159446317/status/2111272476668035382"}]}, {"theme": "Snappier app performance", "criterion": "rel.client_failures", "authorWeeks": 59, "posts": 60, "agents": [{"id": "codex", "authorWeeks": 36}, {"id": "cursor", "authorWeeks": 8}, {"id": "amp", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 4}, {"id": "zed", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "could you please fix the paid version? it’s running slowly and keeps freezing.", "link": "https://www.reddit.com/r/opencode/comments/1x7dbzz/opencode_is_at_its_peak/ph3cuj6/"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "can someone at openai make the codex app fast again?\ni don't enjoy using it anymore like i did earlier this year\nit's so slow now. what happened? [link]", "link": "https://twitter.com/1039126328883245058/status/2110477384998601154"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "i tried @zeddotdev for a few months, and i'm really sad to say that it isn't working for me at all. i wish:\n- search results were in the sidebar by default\n- search was 10x faster\n- pnpm install didn't make the files disappear for multiple mins [link]", "link": "https://twitter.com/19824931/status/2110368530801586388"}]}, {"theme": "General desktop app stability fixes", "criterion": "rel.client_failures", "authorWeeks": 41, "posts": 42, "agents": [{"id": "codex", "authorWeeks": 24}, {"id": "cline", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@bcherny @claudedevs i love the progress on the claude desktop app, but this is driving me crazy multiple times a day.\nany plans to fix it? [link]", "link": "https://twitter.com/22559860/status/2111773895514865943"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@argofowl the whole 28 day challenge is a bit disappointing at least for me. hope they will improve the codex app as well since there a lot of bugs to fix.", "link": "https://twitter.com/30184733/status/2110340073396773162"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "more usage sounds great, but i'd really like openai to prioritize fixing the issues with the chatgpt windows app and codex cli.\nplease put your full effort into making these tools stable and reliable. increased usage limits mean little if the tools themselves don't work properly.", "link": "https://twitter.com/1608370730114387969/status/2109928882426249229"}]}, {"theme": "Fix app failing to launch", "criterion": "rel.client_failures", "authorWeeks": 33, "posts": 34, "agents": [{"id": "codex", "authorWeeks": 22}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux fix \"codex app is not available\" in win chatgpt app, bro.\nand make app faster🥲", "link": "https://twitter.com/1599045464581894144/status/2110633365485584454"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when's this fixed? \n&gt; codex .\nerror: account/read failed during tui bootstrap: account/read failed: failed to load workspace requirements (code -[zip code])\ncodex-cli 0.162.1", "link": "https://twitter.com/1392478229479440385/status/2109880298016313567"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex stopped launching on my mac today: \"missing optional dependency openai/codex-darwin-arm64\".\nchecked npm. 0.162.1 is published, but its darwin-arm64 build returns a 404. that binary is an optional dependency, so npm skipped it without failing the install.\n@thsottiaux", "link": "https://twitter.com/1972292474426228736/status/2108648975163392457"}]}, {"theme": "Fix app freezing and hanging", "criterion": "rel.client_failures", "authorWeeks": 32, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 17}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux hey tibo, the codex app keeps freezing terribly whenever i type a prompt—i literally want to throw my laptop. when is this getting fixed, or is there a workaround? claude runs with zero lag right next to it, why is it only codex?!", "link": "https://twitter.com/2098770974103764992/status/2110365553584136649"}, {"agent": "codex", "date": "2026-10-07", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openai should focus less on models and more on fixing codex cli freezing in vs code\nif you're trying to get me out of my terminal and into the codex app i'm telling you i'd rather churn and switch to claude code", "link": "https://twitter.com/1775088861015851008/status/2107909363503616484"}, {"agent": "opencode", "date": "2026-10-06", "source": "X", "community": "@opencode", "text": "opencode desktop 2.0.24 kept freezing on windows. a local patch fixed it for me: replace queuemicrotask with requestanimationframe in the chat virtualizer’s resize and cold-start settling batches. back up app.asar first—updates overwrite the patch. @opencode", "link": "https://twitter.com/2044224708804034560/status/2107406971305619830"}]}, {"theme": "Lower CPU and GPU usage", "criterion": "rel.client_failures", "authorWeeks": 32, "posts": 34, "agents": [{"id": "codex", "authorWeeks": 14}, {"id": "antigravity", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @thsottiaux i would love to get an update for the codex app. it’s eating my pc and mac alive. why is it the worst performing app by a margin? even my vibe coded gamer focused ide performs 10x better", "link": "https://twitter.com/164298801/status/2110304977021247679"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i really just dont want you messing around with the local experience... at all... this has made the desktop experience crawl.", "link": "https://twitter.com/1834188316574359552/status/2108961937732378705"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux two important things:\n1. reduce the resources codex app uses\n2. make remote connections work more reliably for phone vibe coding", "link": "https://twitter.com/15236779/status/2106848276490092961"}]}, {"theme": "Fix app and CLI crashes", "criterion": "rel.client_failures", "authorWeeks": 29, "posts": 29, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "antigravity", "authorWeeks": 8}, {"id": "cline", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity cool,\nnow can you get it to fix the bugs in anti gravity? can’t even submit a bug report as it crashes before it sends it", "link": "https://twitter.com/2625078508/status/2111186305925460346"}, {"agent": "codex", "date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux maybe fix the vibecoded codex app? 3 mac/linux crashes in 1 day", "link": "https://twitter.com/1622328672081297408/status/2109217382782689667"}, {"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux tibo, the codex app ui has been crashing very often now in the last 2 releases of the app. please fix.", "link": "https://twitter.com/841384052/status/2108101156337758691"}]}, {"theme": "Fix connection drops", "criterion": "rel.client_failures", "authorWeeks": 27, "posts": 30, "agents": [{"id": "codex", "authorWeeks": 12}, {"id": "opencode", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-14", "source": "X", "community": "@droid", "text": "@droid hi，today, opus 5.5 keeps showing a timeout error. please check that", "link": "https://twitter.com/1571456058815844352/status/2110399965021499826"}, {"agent": "antigravity", "date": "2026-10-13", "source": "X", "community": "@antigravity", "text": "too many operation timed out errors in @antigravity \ni can't report all of them, pls fix.\nalso, why is the trouble shooting guide just a link to support page?", "link": "https://twitter.com/759055509009805312/status/2109874967282372941"}, {"agent": "antigravity", "date": "2026-10-07", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity voice mode in remote control. and also the connectivity issues in rc, i have to refresh to access my other conversations frequently.", "link": "https://twitter.com/1994381434228998144/status/2107678149874225547"}]}, {"theme": "Fix failed tool call execution", "criterion": "rel.client_failures", "authorWeeks": 24, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-09", "source": "X", "community": "@opencode", "text": "@opencode opencode go: no tool output found for tool call call_01_ajtixya3reihg5nu2v8c6916. (request_id: [id])，在codex中调用deepseek-v4.1-flash模型时会触发这个报错，劳烦修复一下，感谢", "link": "https://twitter.com/1096783319562219522/status/2108588060657221652"}, {"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "since the big codex cli update, it’s become almost unusable for me. it keeps losing access to tools mid-session, and i have to close the session and restart just to get it working again.\nthis happens repeatedly and completely breaks my workflow. is this a known issue? @thsottiaux", "link": "https://twitter.com/1871474020908236800/status/2108192495914070423"}, {"agent": "opencode", "date": "2026-10-04", "source": "Reddit", "community": "r/opencode", "text": "three retries and then silence is the part i'd fix first. have the runner surface a terminal state like `rate_limited`, `tool_stalled`, or `unknown` with the attempt count, so a cloudflare 429 and muse saying “now i’ll execute…” then dying don’t collapse into the same failure.", "link": "https://www.reddit.com/r/opencode/comments/1wxat8u/my_experience_with_opencode_go_10_plan_after_go/pds7zl5/"}]}, {"theme": "Fix lost or unsent chat messages", "criterion": "rel.client_failures", "authorWeeks": 24, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 16}, {"id": "cursor", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@mikeysee @novarynart i experienced it too...cli i get it. app cutting the agent's response, when the question is alluding to it is irritating @trq212 @lydiahallie @claudedevs", "link": "https://twitter.com/307241976/status/2111129868075508175"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux please fix codex, side chats not working, chats are randomly disappearing, phone link and the actual codex app is out of sync", "link": "https://twitter.com/2089740686543241216/status/2110153194768622054"}, {"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "fuck you @cursor_ai \nunstable prompt textbox \nkeeps unsetting my typed prompt.\nfuck you.", "link": "https://twitter.com/3235584836/status/2108503673206710695"}]}, {"theme": "Clean up leaked background processes", "criterion": "rel.client_failures", "authorWeeks": 20, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli 0.157 starts a daemon on first run, copies ~374 mb of itself into ~/.codex, and checks for updates hourly. it also keeps the https_proxy of whichever session started it. a cli should die with its terminal", "link": "https://twitter.com/108448842/status/2110572517857628315"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "@claudecodelog bug\n@claudeai\n@claudedevs\ni can't stop running, even if i log out and close claude and others, etc. it comes back again. i've tried looking for it in powershell to eliminate the execution, but there's none there, and i'm losing a lot of tokens. [link]", "link": "https://twitter.com/3376669157/status/2107858835415368089"}, {"agent": "opencode", "date": "2026-09-20", "source": "X", "community": "@opencode", "text": "@geoffreyhuntley @opencode @herdrdev opencode is great when it doesn't grind my machine to a halt from spawning all those headless processes.", "link": "https://twitter.com/1118175955/status/2101534508290130216"}]}, {"theme": "Fix agent getting stuck mid-task", "criterion": "rel.client_failures", "authorWeeks": 20, "posts": 20, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "conductor", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "\"working...\", \"working...\", \"working...\" ...seriously!?!?!? it has been weeks!\ni haven't touched antigravity for two weeks. the problem with the bot stuck on \"working ...\" is still there. it is time to get resolved!", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x7dvcb/the_bot_stuck_on_working/"}, {"agent": "antigravity", "date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "text": "yea i know but when isent a message to desktop apo it got stuck on working for 3 mins when i switched to cli it instantly started working", "link": "https://www.reddit.com/r/google_antigravity/comments/1wyiloj/agy_cli_faster_than_desktop_app/peemtf0/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "basically the title. \nit’s super buggy, doesnt open most threads once you come back to them. opening takes forever otherwise. \nalso, you prompt a new thread, it says thinking, but then just stops?? \nwtf. why am i paying $400 for this trash? ", "link": "https://www.reddit.com/r/codex/comments/1wy3egt/codex_in_windows_is_absolute_trash/"}]}]}, "rel.update_breakage": {"authorWeeks": 247, "themes": [{"theme": "Reliable update mechanism", "criterion": "rel.update_breakage", "authorWeeks": 38, "posts": 39, "agents": [{"id": "codex", "authorWeeks": 18}, {"id": "antigravity", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 6}, {"id": "claude-code", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux updating codex cli is not easy. it also leaves stale copies of the same. we never know whether it really updated or reran a empty action script.\nupdating codex via npm install -g @openai/codex...\nnpm warn cleanup f…\n🎉 update ran successfully! please restart codex.", "link": "https://twitter.com/772861064/status/2111803222222332127"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity don't bullshit us! you can't even make antigravity auto-update, yet you keep hyping up your argon model.", "link": "https://twitter.com/1142323132147150848/status/2110265864792707176"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "one user says their codex app, on version 26.[phone], stopped working on october 7, though the in-app updater reports no newer build. they believe that version is still the broken release. [link]", "link": "https://twitter.com/2095886848413310977/status/2108674799027249175"}]}, {"theme": "Fix general regressions from recent updates", "criterion": "rel.update_breakage", "authorWeeks": 23, "posts": 24, "agents": [{"id": "codex", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli version v0.163.0, the recent updated one, has this frustrating bug. i checked github and few devs also facing this error and the git repo is still open. please check a look @thsottiaux @openaidevs [link]", "link": "https://twitter.com/1569265110895726594/status/2111165898484486588"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux hey @thsottiaux @keyanzhang bug report. codex cli versions 0.162.0 0.162.1 are buggy (note: i have a tailscale up, unrelated to codex). please fix. i reverted back to 0.161.0 [link]", "link": "https://twitter.com/2049848612285513728/status/2110472486072848512"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/ChatGPTPro", "text": "started for me yesterday and noticed web is good but desktop app with codex is janked, swapping to sole or even luna and terra makes no difference - something in the app was busted in the update", "link": "https://www.reddit.com/r/ChatGPTPro/comments/1wx95qw/chatgpt_work_wont_read_files_or_screenshot_on/peupl5c/"}]}, {"theme": "Restore removed features", "criterion": "rel.update_breakage", "authorWeeks": 19, "posts": 19, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 6}, {"id": "conductor", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai ahh 😩 new pricing plan is so bad please turn the old features back😭😭😭", "link": "https://twitter.com/2103155738960896000/status/2111555339132998005"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i don't know if it's just me, but with the new update, suggestions have disappeared. can you fix it, please", "link": "https://twitter.com/1930168848839262208/status/2110827097547813183"}, {"agent": "codex", "date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux can you fix the codex app? worktrees removed the setup script support completely. app is unusable for real work now.", "link": "https://twitter.com/102445295/status/2107211639636320323"}]}, {"theme": "Advance notice of breaking changes", "criterion": "rel.update_breakage", "authorWeeks": 16, "posts": 16, "agents": [{"id": "codex", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "text": "the forced migration is so out of touch. why can’t you just support your threads dude", "link": "https://www.reddit.com/r/opencode/comments/1x2xzfg/opencode_2_vs_v1190/pf6iwmo/"}, {"agent": "copilot", "date": "2026-09-24", "source": "Reddit", "community": "r/GithubCopilot", "text": "yup i recall reading it. but there isn't a clear roadmap or migration path that i know of.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wpctlc/vs_code_chat_users_local_or_copilot_harness/pbuo4f7/"}, {"agent": "codex", "date": "2026-09-21", "source": "Reddit", "community": "r/codex", "text": "better to know when it's upcoming and not just when it's landed", "link": "https://www.reddit.com/r/codex/comments/1wm9p30/i_added_a_dedicated_alert_to_my_mac_notch_app_for/pb52wxi/"}]}, {"theme": "Roll back to previous version", "criterion": "rel.update_breakage", "authorWeeks": 14, "posts": 15, "agents": [{"id": "codex", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i hate it. you should allow rollbacks. i can’t find my old chats anymore. sorting by recently globally used is gone. no idea where the most recent chats are now. almost cried when i needed something urgently yesterday and couldn’t find it.", "link": "https://twitter.com/1619645717932285954/status/2110653213343125792"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i hate the new update please let me switch back to the old version.", "link": "https://twitter.com/1761327793554477056/status/2110476847616295398"}, {"agent": "copilot", "date": "2026-10-08", "source": "Reddit", "community": "r/GithubCopilot", "text": "if the dev team isn't willing to revert the changes, there should at least be an option for users to stay on the previous version.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x0nki8/feedback_on_recent_changes_agent_tool_selection/pem28m0/"}]}, {"theme": "Ship pending fixes and client updates", "criterion": "rel.update_breakage", "authorWeeks": 14, "posts": 14, "agents": [{"id": "antigravity", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "zed", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "there a fix for this in the pipeline and merged into main just not released yet. had to downgrade the cli this morning because of it\n[link]", "link": "https://www.reddit.com/r/codex/comments/1x0z716/codex_windows_sandbox_fails_with_error_32_anyone/peqx3g7/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity please for love of god update antigravity ide", "link": "https://twitter.com/1264349368829620224/status/2107367061685158087"}, {"agent": "zed", "date": "2026-10-03", "source": "X", "community": "@zeddotdev", "text": "i want @zeddotdev's delta app, but its stable v2 from the future not the current beta.\nso much potential, pls speed up development 😄🙏", "link": "https://twitter.com/1174539350756843521/status/2106314418107875554"}]}, {"theme": "Updates that don't kill running sessions", "criterion": "rel.update_breakage", "authorWeeks": 12, "posts": 13, "agents": [{"id": "cursor", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@bot @openai @anthropicai @cursor_ai - can you guys figure out a way to silently update your desktop apps? kind of annoying daily ritual at this point.", "link": "https://twitter.com/44176971/status/2111674920149340631"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli adding a default daemon is fine for warm starts.\nthe part i'd refuse is an updater that can kill a mid-flight turn after 60s.\nkeep the background helper. park the self-update until the session is idle.", "link": "https://twitter.com/37387985/status/2109934843849294206"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "can someone make a solution to auto update claude in the background it is becoming very annoying @claudedevs", "link": "https://twitter.com/1844765152291278860/status/2105773120179355669"}]}, {"theme": "Regression testing before shipping updates", "criterion": "rel.update_breakage", "authorWeeks": 12, "posts": 12, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "can't use it, waiting for an update. my project is also on hold waiting for the update. future updates must be done carefully.", "link": "https://www.reddit.com/r/codex/comments/1x0m7w0/anyone_else_unable_to_run_delegated_dotcodex/pevhhnb/"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "with everyday updates you are making the codex cli so unuseable @openai", "link": "https://twitter.com/1868857869174448128/status/2108464095079088229"}, {"agent": "opencode", "date": "2026-10-05", "source": "X", "community": "@opencode", "text": "getting tired of all the console front end changes.\ntest first, then release the final version, jesus christ.\n@opencode", "link": "https://twitter.com/2247690979/status/2106989602321899927"}]}, {"theme": "Fix Windows-specific regressions", "criterion": "rel.update_breakage", "authorWeeks": 11, "posts": 11, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "this is cool but it'd be great if one of the updates was fixing their existing features. remote between windows and android has been broken for almost two weeks.", "link": "https://www.reddit.com/r/codex/comments/1x1063x/probably_no_reset_on_day_4/pepumgj/"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openai codex windows latest version broke the steer button. does nothing now. please fix it.", "link": "https://twitter.com/11338962/status/2106339061204242514"}, {"agent": "antigravity", "date": "2026-09-29", "source": "X", "community": "@antigravity", "text": "@antigravity please investigate the regression regarding the bundled certificate authority on localhost and the gpu sandbox handling on recent windows 11 builds.", "link": "https://twitter.com/448088280/status/2105055142492197041"}]}, {"theme": "Option to disable auto-updates", "criterion": "rel.update_breakage", "authorWeeks": 11, "posts": 11, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "anyway to prevent code from auto updating? can't seem to find a way", "link": "https://www.reddit.com/r/ClaudeCode/comments/1uhm5di/windows_users_every_time_they_update_claude/pff1k0l/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "yep, just happened to me. it sucks ! we should be able to disable auto-update.", "link": "https://www.reddit.com/r/codex/comments/1ww9a3k/great_update_man_all_of_my_projects_are_now_gone/pdr8ao2/"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "do you really think making user download 400mb without opt-in is a good idea.", "link": "https://www.reddit.com/r/codex/comments/1wt6sjb/what_if_stopping_an_astra_sized_llm_means/pcrnznh/"}]}, {"theme": "Fewer, more stable releases", "criterion": "rel.update_breakage", "authorWeeks": 10, "posts": 10, "agents": [{"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux these almost daily codex cli updates are killing me, its barely usable right now, so many bugs", "link": "https://twitter.com/2052589819159625734/status/2108646881689530418"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "wish they would focus on delivering stable product instead of constantly breaking everything, idk if anybody needs these \"features\" they are shipping. get somebody who can actually code do their backend, vibing it clearly doesn't work too well", "link": "https://www.reddit.com/r/codex/comments/1x02pjt/codex_ongoing_issue/peh2pni/"}, {"agent": "codex", "date": "2026-10-07", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @thsottiaux i would much rather you guys slow down on the releases and the resets and focus on qa -- every one of the updates over the last few days has broken more functionality in the codex app. some of us are actually trying to get work done... 😡", "link": "https://twitter.com/874884111676186624/status/2107961143847170316"}]}, {"theme": "Fix IDE extension regressions", "criterion": "rel.update_breakage", "authorWeeks": 8, "posts": 8, "agents": [{"id": "antigravity", "authorWeeks": 4}, {"id": "codex", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "text": "i loved vibecoding when i got introduced by antigravity but the recent ide updates are really bad, i keep on getting issues like failed to fetch, error and i cant do anything.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wznaoh/we_will_miss_u/pee33eu/"}, {"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "google antigravity really said: 🤝\nupdate the app, but let’s forget the ide.\nactually antigravity has added latest models, but the ide is still showing the old models.\n@antigravity @googleai \nsame account, same product... so why the different treatment? 😭 [link]", "link": "https://twitter.com/1686977045564174336/status/2107115830668632121"}, {"agent": "cursor", "date": "2026-09-22", "source": "X", "community": "@cursor_ai", "text": "poteto poteto poteto @cursor_ai \nplease don't break ide mode :(\nslash commands no longer works when re-edit chat [link]", "link": "https://twitter.com/1197129435570294784/status/2102424088837067206"}]}]}, "account.support": {"authorWeeks": 650, "themes": [{"theme": "Fix account linking and unification", "criterion": "account.support", "authorWeeks": 69, "posts": 80, "agents": [{"id": "cursor", "authorWeeks": 63}, {"id": "claude-code", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @petergyang @x @nikitabier @support my grok bot is still blocked from a bug that went live last monday, causing @cursor_ai to classify my account as ineligible for grok @bot, even though i have always had x premium+.", "link": "https://twitter.com/1734426860606701568/status/2111909828134371490"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "i’m trying to unify my cursor, grok, grok bot and x accounts, all using the same email, but cursor credit blocks the merge and grok says it’s already part of another account setup. could the team help with this? thanks!\n@cursor_ai @bot @grok [link]", "link": "https://twitter.com/1610850704511610886/status/2111757180345131465"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @cursor_ai @grok @xai\nticket t-h56848\ni already use grok bot with supergrok. after linking my x account yesterday, cursor says the account is “already linked to a different grok account.”\nall my bots are here. why did linking break existing access? support can’t unlink.", "link": "https://twitter.com/91778393/status/2111005633235628162"}]}, {"theme": "Human review and appeals for bans", "criterion": "account.support", "authorWeeks": 64, "posts": 76, "agents": [{"id": "claude-code", "authorWeeks": 26}, {"id": "cursor", "authorWeeks": 24}, {"id": "antigravity", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "copilot", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@codeglitch yes, until you get banned for no stated reason with no appeals process or recourse. @cursor_ai support needs to get fixed.", "link": "https://twitter.com/1730316704440348672/status/2111846306276573623"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "# appeal reviewed by human , bots shouldn't process an appeal", "link": "https://www.reddit.com/r/codex/comments/1x7vzn5/pro_account_deactivated_with_no_explanation_and/ph8yco1/"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "my grok bot / cursor account was permanently banned with no clear explanation.\ni paid good money and it had replaced a $300/month agency.\n3 emails asking for human review → only the ai “sam” replies: no review, no refund, permanent ban.\nridiculous.\n@elonmusk @cursor_ai", "link": "https://twitter.com/1168698756763664385/status/2111529306367176705"}]}, {"theme": "Faster, more responsive customer support", "criterion": "account.support", "authorWeeks": 62, "posts": 68, "agents": [{"id": "cursor", "authorWeeks": 16}, {"id": "claude-code", "authorWeeks": 14}, {"id": "codex", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 5}, {"id": "cline", "authorWeeks": 5}, {"id": "kiro", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 4}, {"id": "factory", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@elonmusk i sure wish @cursor_ai customer support got a massive upgrade! 6 days still waiting to fix my grok bot account!", "link": "https://twitter.com/2459333396/status/2111891393945940324"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@jacobwitt6 @cursor_ai fixed. thanks. would it not be better to have a monitored support account?", "link": "https://twitter.com/24383169/status/2111435451387052314"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @joehansen cursor customer service is tragic btw. needs a massive upgrade. a lot of us legacy account holders from x and grok having big problems specific to @cursor_ai.", "link": "https://twitter.com/1964336108629536768/status/2110634146574000232"}]}, {"theme": "Working refund process", "criterion": "account.support", "authorWeeks": 58, "posts": 64, "agents": [{"id": "cursor", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 15}, {"id": "codex", "authorWeeks": 9}, {"id": "opencode", "authorWeeks": 6}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode @thdxr @jayair adding the rest of the founding team for visibility: @fanjiewang @aeduhm — day 13, still no reply on the $10 ach refund requested oct 7. @opencode @thdxr @jayair #opencode", "link": "https://twitter.com/243472370/status/2111920508405202988"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "claude has made refunds impossible!!!\neven customer support doesn't work!! whyyyy!?!!?!\nand why tf doesn't weekly limit reset when the plan renews!!! this makes absolutely nooo sense!!\n@claudedevs @claudeai @bcherny @anthropicai \nhelp me @theo [link]", "link": "https://twitter.com/203435236/status/2111723679675793479"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "planning to switch to claude + opencode\nand downgrade cursor to $20 plan just for grokbot\n@ericzakariasson @cursor_ai @bot how do i get a refund? [link]", "link": "https://twitter.com/1529553742886207489/status/2111159047009554680"}]}, {"theme": "Human support for billing disputes", "criterion": "account.support", "authorWeeks": 56, "posts": 61, "agents": [{"id": "cursor", "authorWeeks": 29}, {"id": "claude-code", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 10}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai ultra plan at 1% usage, but cloud agents are billed to additional usage and blocked at the $20 cap. ticket t-h33808, open since oct 14 with no human reply. can someone from the team help? [link]", "link": "https://twitter.com/1445438596685705216/status/2111035361958801641"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "wtf, i have been getting an ai automated response from @cursor_ai when i raise a complaint ticket about the @grok subscription plan through their app.\nyo @elonmusk , please assign a human to help me out resolving the issue i have been facing for the past hour. can you?", "link": "https://twitter.com/1384836964084420608/status/2110349359732916463"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i've been waiting days for answers on cursor charging my team +$800 in just 3 days because you put grok 4.7 fast on the security review automation by mistake, and no answer at all. we spend more than 10k/month on cursor, and cant get an answer in 24h", "link": "https://twitter.com/902678514498985984/status/2110281234152894726"}]}, {"theme": "Access to human support instead of bots", "criterion": "account.support", "authorWeeks": 45, "posts": 53, "agents": [{"id": "cursor", "authorWeeks": 21}, {"id": "claude-code", "authorWeeks": 17}, {"id": "antigravity", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@grok @bot @cursor_ai @leerob @elonmusk i have already emailed support @ [link] and they have not been able to help.\n@leerob ? @elonmusk ?", "link": "https://twitter.com/1592584845875617794/status/2111844371133821379"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @claudedevs please someone help me, i can't get in contact with support at all [link]", "link": "https://twitter.com/2096146575080734722/status/2111528090493157834"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @cursor_ai can you guys make it possible to reach an agent or anything in support? i am stuck in a loop and i need urgent support!! it shouldn't be this hard!!!", "link": "https://twitter.com/1230377180259069952/status/2111184735389278562"}]}, {"theme": "Accurate status page and outage updates", "criterion": "account.support", "authorWeeks": 42, "posts": 45, "agents": [{"id": "antigravity", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 10}, {"id": "codex", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 6}, {"id": "opencode", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "dear @opencode, you gotta fix it. show some decency by doing some communication. otherwise serious workloads are going to jump out.", "link": "https://twitter.com/513178685/status/2111774372260462783"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "yo @bot how about disclosing this and giving people like me an incident link to follow? i’m waiting.. @spacexai @cursor_ai @grok [link]", "link": "https://twitter.com/25778810/status/2111682201461141713"}, {"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode “1.4% affected” is the company’s denominator. \nfor someone receiving that email, it’s their entire account. \nthe public explanation needs to be written from their end too.", "link": "https://twitter.com/14673205/status/2111634753078301067"}]}, {"theme": "Fix locked accounts and restore access", "criterion": "account.support", "authorWeeks": 36, "posts": 64, "agents": [{"id": "claude-code", "authorWeeks": 14}, {"id": "cursor", "authorWeeks": 14}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai pls put me a dm, there is no chance i get any support with my super plan. i am running out of options and its several days now without access", "link": "https://twitter.com/1746480008787525632/status/2111818535559188784"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@poteto hello, i still (after a week) haven’t gain access or got a response from xai or @cursor_ai or @spacex @spacexai @subscriptions \nnot of their support answer an email. and i lost access to all bots, to grok, to all my data, even to the x verified lol. please need help!!!", "link": "https://twitter.com/2869609899/status/2111094395030446463"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@mehulmpt @claudedevs hahaha... @claudeai please resolve this because pants on fire..", "link": "https://twitter.com/1795410403092234241/status/2108046912750596485"}]}, {"theme": "Refunds or compensation for wasted usage", "criterion": "account.support", "authorWeeks": 36, "posts": 37, "agents": [{"id": "codex", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai annual pro (us$192, paid oct 10). 2 days later my monthly other models quota was gone, 76% from one opus run. no warning. ai support (ticket t-h8941) refused any refund. can a human please review?", "link": "https://twitter.com/2928653832/status/2109464921532666297"}, {"agent": "antigravity", "date": "2026-10-07", "source": "X", "community": "@antigravity", "text": "@ckbrox13 @jfonsecarivera @google @antigravity what about the bait and switch you guys did to the subscribers who signed up using your partner offers in india? can you do something for them or stay silent like your other colleagues?", "link": "https://twitter.com/1352626389393014784/status/2107720244399657274"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "it’s more about the fact that we’re being excluded altogether while paying the same amount. they really ought to compensate us somehow. no idea how, though.", "link": "https://www.reddit.com/r/codex/comments/1wz0m4z/are_we_europeans_missing_out_in_the_latest_update/pe7f6uc/"}]}, {"theme": "Investigate unexpected usage increases", "criterion": "account.support", "authorWeeks": 31, "posts": 35, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "codex", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": ".@openai @openaidevs why is codex usage draining so fast?\nyesterday: ide extension exhausted my 5-hour limit in 2–3 prompts (~35 min).\ntoday: codex cli went from 100% → 83% → 8% in just 2 completed prompts.\ni'm on the $20/month chatgpt plan. please investigate.", "link": "https://twitter.com/1544181405777039360/status/2108056544944513503"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i'm currently having difficulty reaching cursor support directly.\ni'd like someone from @cursor_ai to investigate the usage/session logs and tell me which session or device generated these requests.", "link": "https://twitter.com/1821522139339759616/status/2107960546335297719"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "is there an issue with claude-code and opus since my weekly reset last night? i consumed in one day what i usually consume in 3 days, without any real change in my usage.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wydtze/unexplained_high_consumption_with_opus_since_last/"}]}, {"theme": "Responsive triage of reported bugs", "criterion": "account.support", "authorWeeks": 23, "posts": 25, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "cursor", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "amp", "authorWeeks": 1}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}, {"id": "zed", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@pvncher @davis7 if you guys can repro a thing, why not work with the affected users to fix high priorities bugs! can’t agree more; the behavior of codex app lately were so bad and i got no support. i switched to claude for now. @pvncher [link]", "link": "https://twitter.com/3061871490/status/2110747932374991045"}, {"agent": "opencode", "date": "2026-10-05", "source": "X", "community": "@opencode", "text": "hey, @opencode could someone from the team have a look on it. \n[link]\nfyi @thdxr without it i can't use opencode with anthropic models at my work unfortunately.", "link": "https://twitter.com/2207592346/status/2107082306724778082"}, {"agent": "pi", "date": "2026-10-02", "source": "X", "community": "@pidotdev", "text": "@badlogicgames @pidotdev when i report bugs, you auto-close it, so what's the point?", "link": "https://twitter.com/25336778/status/2106075751027970537"}]}, {"theme": "Human review and escalation of stuck tickets", "criterion": "account.support", "authorWeeks": 20, "posts": 24, "agents": [{"id": "cursor", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "sept 30, grok bot support's ai assistant on my urgent ticket: \"i'm closing this duplicate conversation now.\" my first ask was one folder restored. three weeks later, still no fix. t-g38867 / t-g40511.\npage 1 of 7\n@cursor_ai @grok @bot @spacexai @xai @elonmusk @mntruell [link]", "link": "https://twitter.com/302447241/status/2111410478601658835"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "hey, @bot, can you expedite my @cursor_ai support ticket t-h898? @support, any help, please? @grok?", "link": "https://twitter.com/38459218/status/2108966302962373053"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "ai can answer. who can take responsibility? @cursor_ai @mntruell @amanrsanger @sualehasif996: please assign a human owner to review this documented support failure and my $66 dispute. the essay and evidence are below. what is the human appeal path? [link]", "link": "https://twitter.com/1765642511757000704/status/2108842056672215267"}]}]}, "account.billing_errors": {"authorWeeks": 337, "themes": [{"theme": "Refund usage lost to failures and outages", "criterion": "account.billing_errors", "authorWeeks": 61, "posts": 62, "agents": [{"id": "claude-code", "authorWeeks": 27}, {"id": "codex", "authorWeeks": 15}, {"id": "cursor", "authorWeeks": 13}, {"id": "antigravity", "authorWeeks": 3}, {"id": "copilot", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}, {"id": "warp", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@dredaicnc @antigravity .@officiallogank i’m getting same error and my usage limit reduced without any output ☹️ please do something [link]", "link": "https://twitter.com/560049454/status/2111158268932641231"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "that’s what i was asking for. equivalent time that they knocked off back on the max plan but they wouldn’t do it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x62sro/max_subscription_but_only_pro_usage/pgswdqc/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "completely fine with this - as long as the 100 that i do get actually work instead of 'thinking failed' (and yes, they seem to be counting against my quota).", "link": "https://www.reddit.com/r/codex/comments/1wuzd3u/gpt6_pro_messages_drops_from_200_to_100_per_week/pdcedie/"}]}, {"theme": "Honor promised credits and coupons", "criterion": "account.billing_errors", "authorWeeks": 29, "posts": 32, "agents": [{"id": "claude-code", "authorWeeks": 8}, {"id": "factory", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 4}, {"id": "opencode", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-13", "source": "X", "community": "@FactoryAI", "text": "@djuang1 @factoryai @glean maybe ship a signal where it is automatically gets activated if it was promised in the meeting regarding private preview almost 2 weeks ago?\n@matansf [link]", "link": "https://twitter.com/89731239/status/2109907281869713531"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "many are still missing credit tokens! can we get an official response, or link to if i missed it thx! ", "link": "https://www.reddit.com/r/codex/comments/1x29cd5/astra_this_week/pf0zhy9/"}, {"agent": "factory", "date": "2026-10-09", "source": "X", "community": "@FactoryAI", "text": "@droid @factoryai scam company, i still haven't received your coupon to this day, so the $200 coupon promotion is just a fake marketing gimmick. who would dare use their ai products with such a scammer?", "link": "https://twitter.com/1159835302275346433/status/2108698524217155637"}]}, {"theme": "Provision paid plan after successful payment", "criterion": "account.billing_errors", "authorWeeks": 27, "posts": 30, "agents": [{"id": "opencode", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 6}, {"id": "cursor", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 3}, {"id": "cline", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "hi @claudeai @anthropicai @claudedevs , my payment for claude pro was successful, but the subscription wasn’t activated. i’d kindly request a full refund to my original payment method.i can share the payment receipt privately. please process my refund asap.", "link": "https://twitter.com/1809574068779450368/status/2111795135059210426"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity hello, i did already the paid sub, but it start from november, can you unlock my account cause i'm free plan still november.", "link": "https://twitter.com/2460112634/status/2111159173992071255"}, {"agent": "cline", "date": "2026-10-16", "source": "X", "community": "@cline", "text": "@cline hi team, i paid for clinepass on 13 oct 2026 but it was never activated, likely a payment processing error. my support ticket #[phone] has the payment proof. could you please activate it or refund me? thanks!", "link": "https://twitter.com/2110640331394048000/status/2111157214279069809"}]}, {"theme": "Fix declined cards and failed payments", "criterion": "account.billing_errors", "authorWeeks": 26, "posts": 30, "agents": [{"id": "kiro", "authorWeeks": 11}, {"id": "opencode", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 3}, {"id": "factory", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity @google @googleplay as argon is not available for me i tried to downgrade to the 400gb monthly plan, but i can't use my play balance because of 'insufficient balance' even with a backup card on file — yet upgrades go through fine. please look into this.", "link": "https://twitter.com/3385223607/status/2110162033714868505"}, {"agent": "opencode", "date": "2026-10-09", "source": "X", "community": "@opencode", "text": "@opencode i still can not pay the 10$ plan, cause an issue on payment with mastercard card in italy.\nare you going to fix it?", "link": "https://twitter.com/419105703/status/2108509486117769421"}, {"agent": "kiro", "date": "2026-10-08", "source": "X", "community": "@kirodotdev", "text": "🤡kiro ai is a joke.\nevery card gets declined.\nfresh card? declined.\nnew account + new ip? declined.\ncan’t even take money properly but wants to sell “pro”. absolute clown product.\nwho face this problem?\n#kiro #kiroaifail @kirodotdev [link]", "link": "https://twitter.com/1408064623144669195/status/2108241703392223734"}]}, {"theme": "Prorated refunds for unused plan time", "criterion": "account.billing_errors", "authorWeeks": 26, "posts": 29, "agents": [{"id": "cursor", "authorWeeks": 20}, {"id": "claude-code", "authorWeeks": 3}, {"id": "codex", "authorWeeks": 3}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "unified to the x subscription on oct 15. my old annual cursor pro had ~6 months left, and the docs promise an automatic prorated refund, but nothing has arrived and i haven’t received any confirmation. support ticket is open. @cursor_ai @spacexai @grok could you take a look? 🙏", "link": "https://twitter.com/612967453/status/2110885300646072484"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "why can't they just vibe code the ability to prorate a 5 day credit?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x62sro/max_subscription_but_only_pro_usage/pgrup1m/"}, {"agent": "cursor", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "how did you achieve that? i just got my annual renewed last week because i didn't check the date and now i'd kill to have it cancelled and remaining time refunded", "link": "https://www.reddit.com/r/cursor/comments/1x59ggr/unifying_to_new_subscription/pgn9zcl/"}]}, {"theme": "Fix incorrect charge amounts", "criterion": "account.billing_errors", "authorWeeks": 23, "posts": 23, "agents": [{"id": "cursor", "authorWeeks": 14}, {"id": "claude-code", "authorWeeks": 7}, {"id": "cline", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i don't have any subscription with you, still 15.49£ got deducted, kindly help me.", "link": "https://twitter.com/2031411918410510337/status/2111721029873656005"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "how can the same $ 100 plan charge differently?\n@claudedevs @trq212 can you help me reduce +$20 extra for 5x plan? \n(i use only my us banks) [link]", "link": "https://twitter.com/865669001564868608/status/2109005293388718405"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "hey @cursor_ai, i’ve been wrongly charged ₹1800 (cut as 1779/18$) even though i’m already on the pro plan. this happened because of model overuse. please refund my money back , i expect fair billing and immediate resolution.", "link": "https://twitter.com/1677626980014116865/status/2108958307960725690"}]}, {"theme": "Refund for degraded service", "criterion": "account.billing_errors", "authorWeeks": 20, "posts": 22, "agents": [{"id": "codex", "authorWeeks": 9}, {"id": "antigravity", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode don't try to find scape goat. fix your security and compensate users' loses.", "link": "https://twitter.com/995197296043163648/status/2111746769315107116"}, {"agent": "codex", "date": "2026-09-27", "source": "Reddit", "community": "r/codex", "text": "only if they give me a discount on my sub. they have quite a bit to make up for", "link": "https://www.reddit.com/r/codex/comments/1wrcc9j/astra_minor_astra_61_and_devday_we_see_50/pcc0fs6/"}, {"agent": "cursor", "date": "2026-09-23", "source": "Reddit", "community": "r/cursor", "text": "exactly. provide what you owe the customer or give them the money for the services untendered. corp suckasses kill me.", "link": "https://www.reddit.com/r/cursor/comments/1wn9wrk/account_closed_for_no_reason/pbj0n75/"}]}, {"theme": "Additional payment method options", "criterion": "account.billing_errors", "authorWeeks": 20, "posts": 21, "agents": [{"id": "cursor", "authorWeeks": 7}, {"id": "claude-code", "authorWeeks": 4}, {"id": "devin", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition a few questions, support chinese / support alipay payment / support switching local cli", "link": "https://twitter.com/2028258445363937281/status/2111437075975479616"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition 1. the client supports chinese. \n2. it would be best to support alipay.", "link": "https://twitter.com/2019432457213472772/status/2111414831203152065"}, {"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "@grok @chrisflores_us @cursor_ai @grok i am prompted that alipay payments aren’t supported yet when switching. use a different payment method or contact cursor support, then try again. how should i enjoy the 6-month benefits?", "link": "https://twitter.com/1454831536725913606/status/2110014583473889743"}]}, {"theme": "Restore lost plan entitlements and benefits", "criterion": "account.billing_errors", "authorWeeks": 17, "posts": 25, "agents": [{"id": "cursor", "authorWeeks": 13}, {"id": "claude-code", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "hey @subscriptions @grok @cursor_ai @xai,\ni paid try 1,749.99 on oct 15 for the new cursor + grok + x subscription plans.\ni canceled auto-renewal, not my paid access. yet my x premium badge and benefits vanished immediately.\nno refund. no benefits. why? please fix this. [link]", "link": "https://twitter.com/1354781699125739522/status/2111399952341663854"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "i can't use the ultracode feature in claude code cli after subscribing through the apple store. please fix this @claudedevs", "link": "https://twitter.com/1712768725961613312/status/2110736188659151236"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "paid $200 for x ultra, still can't use it. desktop grok bot stuck on pro+ at 100%, mobile shows ultra at 1%. same account! unify page is broken, support just sends ai replies, refund denied. unacceptable. @cursor_ai @grok fix this now 😡 [link]", "link": "https://twitter.com/2110452628870320128/status/2110454548766867813"}]}, {"theme": "Refund for accidental or mistaken purchase", "criterion": "account.billing_errors", "authorWeeks": 17, "posts": 20, "agents": [{"id": "cursor", "authorWeeks": 7}, {"id": "kiro", "authorWeeks": 5}, {"id": "cline", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @spacexai, i mistakenly recharged 100 usd usage credit on my cursor ide. kindly refund please..\naccount email: [email]", "link": "https://twitter.com/1163109596610928641/status/2111080179367846005"}, {"agent": "kiro", "date": "2026-10-04", "source": "Reddit", "community": "r/kiroIDE", "text": "i was charged on my account that i have forgotten!! and i want a refund please cause i dont plan on using it anymore and the credits remained untouched!", "link": "https://www.reddit.com/r/kiroIDE/comments/1wxan9k/help/"}, {"agent": "kiro", "date": "2026-10-03", "source": "Reddit", "community": "r/kiroIDE", "text": "hi, i am facing the exact same issue. i was accidentally charged for auto-renewal and have 0 tokens/credits used. i haven't received a response to my ticket yet.\nmy case/ticket id is [phone]. could you please help me with the refund?\n", "link": "https://www.reddit.com/r/kiroIDE/comments/1wvw8k9/no_response_for_refund/pdn2qvx/"}]}, {"theme": "Refund of subscription charge", "criterion": "account.billing_errors", "authorWeeks": 16, "posts": 17, "agents": [{"id": "cursor", "authorWeeks": 7}, {"id": "codex", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @mntruell @spacexaimemphis billing needs to review the october 10 charge of $18.13. \n if this is not refunded, i will escalate this further.", "link": "https://twitter.com/1677626980014116865/status/2109658157266198882"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "how about i get a refund of $200 instead? what kind of ways to tell us it is worth much less than $200 lmao.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x31yts/claude_max_20x_now_get_200_in_free_api_credits/pf92bp6/"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@grok @tpgoebel @bot @cursor_ai define this then! 15k thrown into the furnace. want my money back [link]", "link": "https://twitter.com/1602277151964798977/status/2108249998609814012"}]}, {"theme": "Refund duplicate charges", "criterion": "account.billing_errors", "authorWeeks": 14, "posts": 15, "agents": [{"id": "cursor", "authorWeeks": 10}, {"id": "claude-code", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}, {"id": "factory", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai .@cursor_ai i was charged ₹2,349.74 twice on oct 16. both show as debits on my hdfc card. only one refund confirmed, and no human response for 3 days despite escalation. extremely disappointing support. please resolve this urgently. ticket: t-h55354", "link": "https://twitter.com/4177565540/status/2111777619637371062"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "day 3 and still stuck: bought @x premium on oct 15 to merge my x premium, @grok supergrok and @cursor_ai pro. the merge failed, then supergrok charged me ca$44.17 anyway. ticket t-h52874, no human reply yet, and grok is still locked at 100% usage. @xai @support please help.", "link": "https://twitter.com/1631724602253615115/status/2111584931314876731"}, {"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @xai i upgraded to the new 𝕏 subscription super plan starting from x, and now [link] gives me a 404, so i can't add my paid cursor account. i've emailed support. can someone help merge it so i'm not billed twice? [link]", "link": "https://twitter.com/2087982027626905600/status/2109878201166250373"}]}]}, "account.bans_restrictions": {"authorWeeks": 282, "themes": [{"theme": "Reinstate banned or suspended accounts", "criterion": "account.bans_restrictions", "authorWeeks": 60, "posts": 74, "agents": [{"id": "claude-code", "authorWeeks": 22}, {"id": "cursor", "authorWeeks": 19}, {"id": "antigravity", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 2}, {"id": "kiro", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-18", "source": "X", "community": "@AmpCode", "text": "hi @ampcode, my amp account has been blocked since october 11 with the error “access blocked, please contact support.”\ni’ve emailed [email] multiple times but haven’t received any response.\ncould someone from your team please review my case or help me? \nthank you!", "link": "https://twitter.com/1415478917872328704/status/2111844060734591038"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedevs i paid $125 for claude max but keep getting locked out, disrupting my work and income. please help restore access. if i’m ineligible, please let me export my chats and work and disconnect my accounts so i can move to another ai. thank you.", "link": "https://twitter.com/1875619622755459072/status/2111521030376243228"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you unban my account? i just used it for 3 hours and it stopped working. i just want to use it to create videos.", "link": "https://twitter.com/1624425038089973763/status/2111308001139441833"}]}, {"theme": "Availability in more countries", "criterion": "account.bans_restrictions", "authorWeeks": 53, "posts": 56, "agents": [{"id": "opencode", "authorWeeks": 16}, {"id": "antigravity", "authorWeeks": 15}, {"id": "claude-code", "authorWeeks": 8}, {"id": "codex", "authorWeeks": 8}, {"id": "cursor", "authorWeeks": 4}, {"id": "kiro", "authorWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please relax your review process instead of banning all ips that may be related to china.", "link": "https://twitter.com/2109916331789410304/status/2111339864037949868"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "amazing! again shipping something that’s not available for the eu. this is a joke.", "link": "https://www.reddit.com/r/codex/comments/1wzdvpn/tibo_day_23/peb2i96/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity disable region limitations if you want more users", "link": "https://twitter.com/2044443202724229120/status/2107441105860190717"}]}, {"theme": "Restrict abusers instead of everyone", "criterion": "account.bans_restrictions", "authorWeeks": 27, "posts": 28, "agents": [{"id": "codex", "authorWeeks": 15}, {"id": "antigravity", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 4}, {"id": "cline", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "devin", "authorWeeks": 1}, {"id": "kiro", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "google should remove antigravity access for jio users or limit them to 3.5 flash lite to save compute for paying customers", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0sepx/deliberate_downgrade_on_google_ai_pro_via_jio/pena83d/"}, {"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "shouldnt it be specific to jio subscribers mainly. resellers is just shady business.\ngoogle should fix that in some other way rather than creating a separate tier for valid users who bought that package for this", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0pqjl/finally_some_good_decisions/pemneoc/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs this guy abuse your startup program. he is resell the program. as indonesian, we are not supporting this kind of behaviour. \nplease punish this guy to the ground! [link]", "link": "https://twitter.com/636723/status/2108046433769472478"}]}, {"theme": "Stop banning for legitimate usage and third-party tools", "criterion": "account.bans_restrictions", "authorWeeks": 26, "posts": 26, "agents": [{"id": "antigravity", "authorWeeks": 11}, {"id": "claude-code", "authorWeeks": 6}, {"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 3}, {"id": "cursor", "authorWeeks": 2}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "just add it to the classifier and stop the conversation instead of banning the entire account then???", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ybl2/no_more_abusing_claude_from_nov_12th_onwards/peyxuqj/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity just stop the bans for using agy outside agy", "link": "https://twitter.com/1784238740891942912/status/2107487388088086812"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "don't try to use it for anything serious, in my opinion, i just got (presumably temporarily) banned for \"abuse\" after running an overnight research synthesis task. that's after tibo called it \"virtually unlimited\"... ", "link": "https://www.reddit.com/r/codex/comments/1wygydd/how_am_i_supposed_to_use_my_dot/pe3nxlh/"}]}, {"theme": "Clear explanation of ban reasons", "criterion": "account.bans_restrictions", "authorWeeks": 24, "posts": 25, "agents": [{"id": "claude-code", "authorWeeks": 10}, {"id": "cursor", "authorWeeks": 8}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "conductor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai my account was closed without warning after being a loyal user for over a year. no explanation was provided. this has completely disrupted my workflow. please help review my case. my ticket number is t-g91216 for my reference.#cursor #support\n@cursor_ai", "link": "https://twitter.com/1263433537153372160/status/2108483994564047013"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs hey my claude account got banned randomly, can you help me out? i haven’t even used it on the day anthropic is claiming suspicious activity and i pay 200/month for it", "link": "https://twitter.com/2107936828657717248/status/2107938515376034254"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "today @cursor_ai blocked our @bot account without any explanation. so bear with us while we use our backup files to update our simulations \nunacceptable to ban accounts who are using your product exactly the way it’s designed with no customer service. \n@spacexai", "link": "https://twitter.com/2104424411507949568/status/2107867115999178960"}]}, {"theme": "Refund after account ban or closure", "criterion": "account.bans_restrictions", "authorWeeks": 19, "posts": 23, "agents": [{"id": "claude-code", "authorWeeks": 11}, {"id": "cursor", "authorWeeks": 7}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "same ban here. \nappeal will be reviewed at 11 oct. \nmy sub ends 13oct. will they compensate or what?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wukj4o/account_suspended/pd44nkb/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs fuck your mother, your father's account was banned this morning, give me a refund, damn you!", "link": "https://twitter.com/2052044781237456896/status/2105515112127947179"}, {"agent": "claude-code", "date": "2026-09-30", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs my account was just activated and got banned without using it, i hope i can get a refund [email]", "link": "https://twitter.com/1494472549752655874/status/2105099422665445630"}]}, {"theme": "Fix false-positive ban and fraud detection", "criterion": "account.bans_restrictions", "authorWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @spacexai @elonmusk this is happening to a lot of people and is a real problem. it needs to get fixed. someone please investigate these closures 🙏 [link]", "link": "https://twitter.com/1730316704440348672/status/2111852667144224807"}, {"agent": "claude-code", "date": "2026-10-05", "source": "X", "community": "@ClaudeDevs", "text": "@bcherny @shawmakesmagic @alexgetmancom @thsottiaux @openaidevs @claudedevs a lot of people are getting banned again including me, what the fuck are you guys doing with that classifier . please look into it", "link": "https://twitter.com/1939671148473548800/status/2107032639555191219"}, {"agent": "antigravity", "date": "2026-09-09", "source": "Reddit", "community": "r/google_antigravity", "text": "exactly. hopefully this is just some vibe coded google backend slop. google should fix this because this could get out of hand very quickly. can you imagine hundreds of thousands or millions of accounts getting disabled because of no reason? google should be fined hell and back.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wbqdaj/account_disabled/p8u6i6w/"}]}, {"theme": "Allow multiple accounts with clear policy", "criterion": "account.bans_restrictions", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "antigravity", "authorWeeks": 3}, {"id": "amp", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "genuinely concerned by this, i have 5 accounts and a ban on all would be catastrophic given how shit gpt is compared to opus 5.5. i really wish anthropic would clear this up", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6fc82/anthropic_is_now_limiting_having_multiple/pguudzu/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah i have the codex $500, and two claude 20x and was wondering if i could get a third 20x. just dont want to get banned, the second account has caused no problem", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1txcw/2x_pro_subs_worth_it/peyf9tn/"}, {"agent": "amp", "date": "2026-09-30", "source": "X", "community": "@AmpCode", "text": "dear @ampcode, the current implementation of chatgpt login limits one openai account per one amp account. why do we have such an artificial limit?", "link": "https://twitter.com/1160384332634021888/status/2105104749125345507"}]}, {"theme": "Advance warning before suspension", "criterion": "account.bans_restrictions", "authorWeeks": 6, "posts": 6, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-28", "source": "X", "community": "@ClaudeDevs", "text": "@anthropicai @claudeai @claudedevs why suspend my account with no prior notice or even clear explanation of the supposed violation?", "link": "https://twitter.com/1634823146204434435/status/2104702326212903197"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs all i’m asking for is some basic transparency. if you’re gonna ban someone, at least make it clear where, when, and how it happened.\ndon’t just drop the ban hammer with zero warning. half the time people don’t even realize they broke a rule.", "link": "https://twitter.com/2098550322776227841/status/2103190858279575568"}, {"agent": "opencode", "date": "2026-10-04", "source": "Reddit", "community": "r/opencodeCLI", "text": "i did not know that… i would’ve liked to get a warning or something at least. anyways, i was using it to generate a bunch of ai data to see if i can fine tune gliner2.5 to distinguish ai vs non ai text. anyways, i’m using mimi 2.6 flash and other such models instead. i’m just now realizing this can be seen as distillation..,", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wxoz5u/what_policy_violations_i_was_never_contacted/pdwn67m/"}]}, {"theme": "Disclosure when an account is flagged", "criterion": "account.bans_restrictions", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 5}], "examples": [{"agent": "codex", "date": "2026-09-16", "source": "Reddit", "community": "r/codex", "text": "i said account is flagged, did not say for what. the point is that they should said that rather than \"selected model is at capacity\" which is obviously a lie in this case.", "link": "https://www.reddit.com/r/codex/comments/1wi5v30/selected_model_is_at_capacity_is_not_what_it/pa8mkm9/"}, {"agent": "codex", "date": "2026-09-25", "source": "Reddit", "community": "r/codex", "text": "did you try it yourself before you talk this?\nit literally fails to place an asset at a specific spot at the specifi angle. provided it exact image gen results.. exact location and angle. it can not do it...\nwell it can not do it only at times my account get flagged. when yhe flag is off boom, entire app redesign done. when flag is back on, it turns my game into a mashed potato.", "link": "https://www.reddit.com/r/codex/comments/1wq7eg5/its_not_just_sol_6_thats_bad_though_astra_aint_no/pc26jhr/"}, {"agent": "codex", "date": "2026-09-14", "source": "Reddit", "community": "r/codex", "text": "yea if they truly had issues with accounts the ethical thing to do would be tell me exactly what's flagged, alert me, and display which model is actually being served.\nthey instead show the model as astra 6 and seem to be serving a 4o era model which shouldnt even cost $200/month at api pricing for the intelligence level. ", "link": "https://www.reddit.com/r/codex/comments/1wg3odg/openai_is_silently_degrading_some_astra_codex/p9r550g/"}]}, {"theme": "Documented rules on what triggers bans", "criterion": "account.bans_restrictions", "authorWeeks": 5, "posts": 5, "agents": [{"id": "codex", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "is heavy usage now a bannable offense? my paid account was suspended mid-project, and my appeal ended without a specific explanation. if usage is the issue, make the limits clear. paying users deserve answers.\n@claudeai @claudedevs @lydiahallie @bcherny [link]", "link": "https://twitter.com/2028167875127824384/status/2106024235676401677"}, {"agent": "cursor", "date": "2026-09-22", "source": "Reddit", "community": "r/cursor", "text": "yeah, in case my prompts violated the rules, just tell me, dude, you’re an idiot and ask your cursor to do this and that", "link": "https://www.reddit.com/r/cursor/comments/1wn9wrk/account_closed_for_no_reason/pbe22p8/"}, {"agent": "antigravity", "date": "2026-09-03", "source": "X", "community": "@antigravity", "text": "cc @antigravity @googledeepmind @evanotero @officiallogank @patloeber @lyalindotcom @kevinhou22 @_mohansolo @rodydavis @_anshulr \nalso someone update the docs and i need you to be specific: \"we'll ban your antigravity account. nothing on you google account will be effected.\"", "link": "https://twitter.com/2003306136179744768/status/2095630884170805460"}]}, {"theme": "Block abusive users by region", "criterion": "account.bans_restrictions", "authorWeeks": 3, "posts": 3, "agents": [{"id": "cline", "authorWeeks": 3}], "examples": [{"agent": "cline", "date": "2026-10-05", "source": "X", "community": "@cline", "text": "@cline you need to find and block the abusers. or block them by regions. they don't deserve it.", "link": "https://twitter.com/1969731280205193216/status/2107175684338745474"}, {"agent": "cline", "date": "2026-10-04", "source": "X", "community": "@cline", "text": "@cline is the abuse coming from certain countries? maybe you could block them", "link": "https://twitter.com/1603446407662272513/status/2106837496176775647"}, {"agent": "cline", "date": "2026-10-04", "source": "X", "community": "@cline", "text": "@cline you have to block by region. those from regions with high abuse don't deserve it", "link": "https://twitter.com/2097133507344547840/status/2106832910997393528"}]}]}, "account.data_privacy": {"authorWeeks": 214, "themes": [{"theme": "Opt-out of training on user data", "criterion": "account.data_privacy", "authorWeeks": 19, "posts": 20, "agents": [{"id": "antigravity", "authorWeeks": 9}, {"id": "codex", "authorWeeks": 5}, {"id": "claude-code", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "maybe they could stop using our data to train the model then?\nwhy can't i curse at claude, if i disabled the sharing of my data for training?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ybl2/no_more_abusing_claude_from_nov_12th_onwards/peozxe4/"}, {"agent": "antigravity", "date": "2026-09-27", "source": "X", "community": "@antigravity", "text": "@antigravity you should give an option to opt out while setting up antigravity itself. this is a dark pattern where people will just agree and later either forget to opt-out or forget about it after trying to dig through the settings to find it! [link]", "link": "https://twitter.com/1013749216387256322/status/2104104816423453001"}, {"agent": "opencode", "date": "2026-09-26", "source": "Reddit", "community": "r/opencode", "text": "for people who don't want meta to use there input and output request to train there models + when i use muse i feel it is kinda dump", "link": "https://www.reddit.com/r/opencode/comments/1wq74d5/deepseek_v41_flash_is_permanent/pc9rd8d/"}]}, {"theme": "Local-only mode without cloud uploads", "criterion": "account.data_privacy", "authorWeeks": 15, "posts": 15, "agents": [{"id": "zed", "authorWeeks": 5}, {"id": "codex", "authorWeeks": 4}, {"id": "claude-code", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeAI", "text": "they better hope they don't force people to send their files to the anthropic cloud for claude code. are they trying to kill all corporate business or just assuming everyone corporate is using api?", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wxs6hj/local_cowork_is_gone_tomorrow_moving_to_claude/pe7ozo8/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeAI", "text": "the main downside for me is losing the local-only option.\nfor bigger or sensitive projects, keeping files and history local just feels safer. claude code helps, but it’s still not the same.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wxiysh/updated_claude_storagememory_map_whats_local/pe56bs9/"}, {"agent": "cursor", "date": "2026-10-06", "source": "X", "community": "@cursor_ai", "text": "as more and more code is written by ai to begin with, why does @cursor_ai @openai @anthropicai and others need to be sending up anything from your codebase? \nit's for your ideas. not a fan. they charge premium prices (enterprise) to guarantee you they're not stealing your ideas.", "link": "https://twitter.com/1281321681479491585/status/2107473657094144158"}]}, {"theme": "Zero data retention option", "criterion": "account.data_privacy", "authorWeeks": 13, "posts": 13, "agents": [{"id": "opencode", "authorWeeks": 7}, {"id": "cursor", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 1}, {"id": "cline", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-09", "source": "X", "community": "@opencode", "text": "@opencode opencode should have a simple flag to turn off model tagt will retain my data. right now i can turn off all free but this will be nice. openrouter does this quite well.", "link": "https://twitter.com/901881049726164992/status/2108390097091694939"}, {"agent": "opencode", "date": "2026-10-01", "source": "Reddit", "community": "r/opencodeCLI", "text": "thanks for this, will definitely add it to my plugins list! would also like to say that i love your command code provider plugin for opencode. if i may ask, is there plans to further develop the zdr feature on that beyond the `cmd_zdr` environment variable passthrough?", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wv4obz/opencode_v2_finally_has_a_status_line_and_its/pd8uw0h/"}, {"agent": "cline", "date": "2026-09-27", "source": "Reddit", "community": "r/CLine", "text": "please include whether it’s zdr or not. \nwhat’s with the limit because you are routing the request to vercel ai free pinary", "link": "https://www.reddit.com/r/CLine/comments/1wqkucr/pixel_canary_new_stealth_model_is_now_free_in/pcce0up/"}]}, {"theme": "Air-gapped, on-prem or self-hosted deployment", "criterion": "account.data_privacy", "authorWeeks": 11, "posts": 11, "agents": [{"id": "zed", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "factory", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "cursor", "authorWeeks": 1}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "will there be self hosted servers as an option? with plugins / mods support would be great!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4tuqy/13_weeks_of_vibe_coding_my_mmorpg_with_claude/pgiumds/"}, {"agent": "copilot", "date": "2026-10-08", "source": "Reddit", "community": "r/LocalLLaMA", "text": "my large org has been rolling out \"copilot basic chat\" for a year and a half. they keep inviting me to a \"how to use copilot\" training.. it's so sad. \nhello, you need on prem enterprise compute like yesterday! things will have to get really bad before that ever happens.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x0n4pt/last_week_some_of_south_koreas_biggest_banks_were/pemvihy/"}, {"agent": "zed", "date": "2026-10-01", "source": "Reddit", "community": "r/ZedEditor", "text": "sooner or later someone will open source it but i also assume the zed team will eventually make a on premise option. i’m in the same boat.", "link": "https://www.reddit.com/r/ZedEditor/comments/1wv1r0e/delta_without_sending_the_code_online/pd80deh/"}]}, {"theme": "Block agent access to secrets", "criterion": "account.data_privacy", "authorWeeks": 11, "posts": 11, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "cursor", "authorWeeks": 2}, {"id": "devin", "authorWeeks": 2}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity antigravity always puts my real env on readme.md, always", "link": "https://twitter.com/1593616943122370560/status/2110302743571448248"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "this is a real problem. i’ve had claude code pull in .env stuff more than once without realizing it until later. a local filter that actually withholds the content instead of just hoping deny rules catch everything feels necessary", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4a6kg/claude_code_read_my_env_and_sent_the_api_key_to/pfi2sxt/"}, {"agent": "cursor", "date": "2026-09-19", "source": "X", "community": "@cursor_ai", "text": "why does cursor always upload secretly? @cursor_ai what is this [link]", "link": "https://twitter.com/2346447672/status/2101305382312595933"}]}, {"theme": "Clear disclosure of training data use", "criterion": "account.data_privacy", "authorWeeks": 10, "posts": 12, "agents": [{"id": "opencode", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}, {"id": "cline", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "Reddit", "community": "r/opencodeCLI", "text": "it would be good if they define what the benefit from sharing actually is.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x4fcee/will_wonder_be_free_or_paid_as_theres_no/pgi4nmw/"}, {"agent": "opencode", "date": "2026-09-17", "source": "X", "community": "@opencode", "text": "@opencode how are you measuring the no training claim in practice? a clear audit trail would help teams trust a free tool with real code.", "link": "https://twitter.com/2095778877037477890/status/2100472630260248751"}, {"agent": "opencode", "date": "2026-09-16", "source": "Reddit", "community": "r/opencode", "text": "i've always wondered, if the \"use my data for training\" option is turned off in chatgpt, but i use oauth to access within opencode, will my data be sent to opencode or openai for training, or not? or what's the best way to be sure?", "link": "https://www.reddit.com/r/opencode/comments/1wi052o/who_am_i_sending_my_information_to/"}]}, {"theme": "Full export of account data and work", "criterion": "account.data_privacy", "authorWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "authorWeeks": 4}, {"id": "cursor", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 1}, {"id": "codex", "authorWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedevs i paid $125 for claude max but keep getting locked out, disrupting my work and income. please help restore access. if i’m ineligible, please let me export my chats and work and disconnect my accounts so i can move to another ai. thank you.", "link": "https://twitter.com/1875619622755459072/status/2111521030376243228"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "yea i understand vpn is the problem. i am simply concerned about getting my conversation history at least. my personal data should be mine", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wutrb1/account_suspended_due_to_suspicious_signals/pd6433k/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @claudedevs @anthropicai @claudeai \n@claudedevs \nfix your shitty service \nor let me download the yrs of work ive done with claude and i swear it\nyou wouldn't see me on claude anymore\nill delete and clear from my pc and mobile", "link": "https://twitter.com/1995135234673983488/status/2105575748891279447"}]}, {"theme": "Telemetry disclosure and opt-out", "criterion": "account.data_privacy", "authorWeeks": 9, "posts": 9, "agents": [{"id": "opencode", "authorWeeks": 3}, {"id": "antigravity", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 2}, {"id": "codex", "authorWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "with default settings, qwen code's telemetry included my prompt, the files it read, and memories from other sessions. codex exported file contents in tool output. claude code put my email on every metric.\nwhat three coding agents send over otel: [link]", "link": "https://twitter.com/2093098559134404608/status/2109307482900201814"}, {"agent": "opencode", "date": "2026-09-23", "source": "Reddit", "community": "r/PiCodingAgent", "text": "the only issue with oh my pi vs opencode is that they don't allow you to turn off telemetry. i prefer privacy over fanciness. ", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1uaydrr/what_do_you_guys_think_about_oh_my_pi/pbj7zgn/"}, {"agent": "antigravity", "date": "2026-09-07", "source": "Reddit", "community": "r/google_antigravity", "text": "i expect transparency rather than sketchy lies and hiding behind the small text in a product i'm paying for.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wa6rcj/im_agy_clis_biggest_fanboy_but_i_have_to_quit_it/p8fyp3x/"}]}, {"theme": "Audit logs and egress visibility for agent actions", "criterion": "account.data_privacy", "authorWeeks": 8, "posts": 8, "agents": [{"id": "antigravity", "authorWeeks": 3}, {"id": "claude-code", "authorWeeks": 2}, {"id": "cursor", "authorWeeks": 2}, {"id": "opencode", "authorWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-09-30", "source": "X", "community": "@opencode", "text": "@opencode @thdxr heads up: my @openai api key was recently compromised, and the only recent exposure point i can identify was testing some of the free models in opencode. \nmight be worth auditing how third-party model providers access session context or environment variables. ‼️", "link": "https://twitter.com/2217191/status/2105103910860140742"}, {"agent": "claude-code", "date": "2026-09-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs credentials and observability are where the demo turns into an operations problem. every agent run should leave a trace a human can inspect, especially when it touches production data.", "link": "https://twitter.com/1395092615830278144/status/2100584475956563979"}, {"agent": "antigravity", "date": "2026-09-16", "source": "X", "community": "@antigravity", "text": "@antigravity good trade-off: the network access closed by default reduces the blast radius, but the permission model will be as important as the sandbox. for real teams, will there be an audit log/export and reproducible profiles to review which tool each agent executed?", "link": "https://twitter.com/93014855/status/2100121555204280393"}]}, {"theme": "EU data residency and hosting", "criterion": "account.data_privacy", "authorWeeks": 8, "posts": 8, "agents": [{"id": "codex", "authorWeeks": 3}, {"id": "opencode", "authorWeeks": 2}, {"id": "claude-code", "authorWeeks": 1}, {"id": "copilot", "authorWeeks": 1}, {"id": "pi", "authorWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "he's telling us to abuse our dot as much as possible instead of using codex (rip eu users who require data regulation)", "link": "https://www.reddit.com/r/codex/comments/1wv3dvu/october_1_2026_the_day_that_spontaneous_resets/pd8chh9/"}, {"agent": "opencode", "date": "2026-09-16", "source": "X", "community": "@opencode", "text": "@completeskeptic @thdxr @opencode @teknium @mitsuhiko @completeskeptic when are you gonna settle your service on a european server so i dont have to worry about privacy of my users of my app?", "link": "https://twitter.com/2088242983053230080/status/2100308378920587309"}, {"agent": "pi", "date": "2026-09-16", "source": "X", "community": "@pidotdev", "text": "@pidotdev thanks, the docs confused me with this part: \"radius does not currently guarantee a specific processing location...\"\ni just had a look , it seems like i'm unable to find it. (eu routing and zdr would be huge for us )", "link": "https://twitter.com/1742954584908193792/status/2100247851515158600"}]}, {"theme": "Avoid routing data through China", "criterion": "account.data_privacy", "authorWeeks": 6, "posts": 6, "agents": [{"id": "opencode", "authorWeeks": 5}, {"id": "antigravity", "authorWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "Reddit", "community": "r/google_antigravity", "text": "i suggest leaving us an old model for that if someone doesn't want his source code to be uploaded to china u/sounddr", "link": "https://www.reddit.com/r/google_antigravity/comments/1wz9h2e/argon_is_coming_and_safety_constraints_are_gonna/pe9n3sw/"}, {"agent": "opencode", "date": "2026-09-26", "source": "X", "community": "@opencode", "text": "@opencode can you make it available outside china? my employer doesn't allow routing requests to china.", "link": "https://twitter.com/1138368631618899968/status/2103817327267791184"}, {"agent": "opencode", "date": "2026-09-20", "source": "Reddit", "community": "r/codex", "text": "the only downside is that the only way to use it is by using servers in china. even through opencode you have to toggle the agree to have all inputs spied on by ccp toggle. i would love to use it otherwise.", "link": "https://www.reddit.com/r/codex/comments/1wl1e7p/stop_begging_for_resets_chin_up_as_paid_customers/paves94/"}]}, {"theme": "Opt-in session link attribution in commits", "criterion": "account.data_privacy", "authorWeeks": 6, "posts": 6, "agents": [{"id": "claude-code", "authorWeeks": 5}, {"id": "amp", "authorWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-09-22", "source": "X", "community": "@AmpCode", "text": "@ampcode - for the public urls generated for each orb (running a web process/etc) - is there anyway to restrict them to just people in your workspace?", "link": "https://twitter.com/15023/status/2102510669723820433"}, {"agent": "claude-code", "date": "2026-09-19", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs need a way to disable it linking my claude chat session in public prs. what a terrible feature.", "link": "https://twitter.com/15781023/status/2101241678145393059"}, {"agent": "claude-code", "date": "2026-09-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "the session link sharing feels like a massive security risk. there’s no good reason for those to be there.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w6yw16/claude_code_v21259_forces_coauthoredby/p7sc18o/"}]}]}}, "modes": {"minUserWeeks": 30, "criteria": {"account.bans_restrictions": {"userWeeks": 944, "declined": 0, "modes": [{"name": "Sudden suspension without notice or stated reason", "definition": "A paying user's account is suspended, banned or blocked without warning, and the notice gives at best a generic reason such as 'suspicious usage' or a policy violation, so the user cannot tell what triggered it; bans clearly tied to a named cause like third-party harnesses, region or multiple accounts are out.", "other": false, "userWeeks": 318, "posts": 364, "agents": [{"id": "claude-code", "userWeeks": 147}, {"id": "codex", "userWeeks": 60}, {"id": "cursor", "userWeeks": 40}, {"id": "opencode", "userWeeks": 34}, {"id": "antigravity", "userWeeks": 26}, {"id": "pi", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can you unban my account? i just used it for 3 hours and it stopped working. i just want to use it to create videos.", "link": "https://twitter.com/1624425038089973763/status/2111308001139441833"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@artemisconsort wife is trying to pick which plants we'll bring in for winter told her to use her bot. @cursor_ai banned me without giving a reason or appeal so i'll switch her over to @chatgpt before end of month", "link": "https://twitter.com/1972650633741107200/status/2111142846933631395"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@lydiahallie @claudedevs @claudeai @darioamodei \nthis has been my only claude account for more than a year, and it was banned today. this is not acceptable. [link]", "link": "https://twitter.com/1357787141921644544/status/2110701496027463828"}]}, {"name": "Multi-account or identity signals trigger false bans", "definition": "Accounts are blocked because they were flagged as linked to other accounts, duplicated through email relays, or failed ID or age verification, often hitting legitimate personal and work accounts held by the same person; region-based blocks are out.", "other": false, "userWeeks": 132, "posts": 153, "agents": [{"id": "claude-code", "userWeeks": 58}, {"id": "codex", "userWeeks": 27}, {"id": "antigravity", "userWeeks": 20}, {"id": "cursor", "userWeeks": 14}, {"id": "kiro", "userWeeks": 7}, {"id": "opencode", "userWeeks": 4}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai wow! can say that you have totally shit the bed with the unified accounts!!! how many others out there lost access to all of their bots????", "link": "https://twitter.com/2459333396/status/2110188522422616400"}, {"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "wtf is this anthropic bro i just turn 18 today and i got banned", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4w8xi/i_got_ban_on_the_birthday/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "they locked me out too because i refuse to allow myself to knowingly be hacked by putting my driver's license out there on the internet. i won't do it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1vibdb9/whats_the_solution_when_youre_locked_out_of_your/pfcx5rt/"}]}, {"name": "Regional, VPN or IP-based access blocking", "definition": "Users are refused access or suspended because of their country, embargo or supported-countries rules, or because they connect through a VPN, VPS or datacenter IP, even when they actually live in a supported location; bans for usage behaviour are out.", "other": false, "userWeeks": 119, "posts": 132, "agents": [{"id": "claude-code", "userWeeks": 31}, {"id": "opencode", "userWeeks": 24}, {"id": "codex", "userWeeks": 20}, {"id": "cursor", "userWeeks": 20}, {"id": "antigravity", "userWeeks": 19}, {"id": "kiro", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "text": "[link]\nbecause they block my request by ip, for any free models", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8zn99/i_got_banned_from_opencodes_free_tier/phhr0cc/"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode i think i tried it and i got error message, not available in your country", "link": "https://twitter.com/778455950/status/2111232402815357381"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "yep this one is a reset. especially im from eu and dots is banned. i feel that open ai is not a good option if someone lives in the eu.", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pex0540/"}]}, {"name": "Bans for third-party harnesses or clients", "definition": "Accounts are banned or blocked for using a subscription through unofficial tools, wrappers, proxies, OAuth integrations or clients with spoofed or missing headers, and users are left afraid to connect their own agent setups; bans with no stated cause are out.", "other": false, "userWeeks": 111, "posts": 121, "agents": [{"id": "claude-code", "userWeeks": 39}, {"id": "antigravity", "userWeeks": 22}, {"id": "codex", "userWeeks": 15}, {"id": "pi", "userWeeks": 13}, {"id": "opencode", "userWeeks": 10}, {"id": "cursor", "userWeeks": 9}, {"id": "amp", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have a mac studio 64gb ram m4. i have between 1-8 hermes in each project. most are set on crons to do various things. i put them on openai oauth because anthropic was suspending accounts for 3rd party apps.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2duqm/i_upgraded_from_max_5x_to_max_20x_heres_what_30/pf92jzr/"}, {"agent": "cursor", "date": "2026-10-11", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @xfreeze so @elonmusk my @bot got me banned from @cursor_ai can you help", "link": "https://twitter.com/2900820859/status/2109365335480475986"}, {"agent": "cursor", "date": "2026-10-11", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @bot @grok @spacexai why did you ban me from grokbot? grok told me it is likely because i used it primarily for grokbot and not cursor. suggesting that \"nonhuman use\" could have contributed? what is grok bot for exactly ????", "link": "https://twitter.com/1972650633741107200/status/2109156251560980772"}]}, {"name": "Unresponsive or automated appeal process", "definition": "After a ban, users cannot reach a human, appeals take days to months or are denied by what look like automated replies, and escalation is refused while deadlines pass; complaints about the ban decision itself without any appeal friction are out.", "other": false, "userWeeks": 110, "posts": 136, "agents": [{"id": "claude-code", "userWeeks": 49}, {"id": "cursor", "userWeeks": 26}, {"id": "codex", "userWeeks": 15}, {"id": "antigravity", "userWeeks": 11}, {"id": "opencode", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@bcherny @alexgetmancom @thsottiaux @openaidevs @claudedevs appeal link was broken! boris, please help. i'm so boring it's laughable, but suspended since may for no comprehensible reason.\n[link]", "link": "https://twitter.com/17756054/status/2109975611586560210"}, {"agent": "cursor", "date": "2026-10-03", "source": "X", "community": "@cursor_ai", "text": "@lockdown1024 @cursor_ai hello. i still haven't received a response, and even after retrying, the block hasn't been lifted. i plan to post an update again soon.\"", "link": "https://twitter.com/1823954142492323840/status/2106233301690380523"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "is heavy usage now a bannable offense? my paid account was suspended mid-project, and my appeal ended without a specific explanation. if usage is the issue, make the limits clear. paying users deserve answers.\n@claudeai @claudedevs @lydiahallie @bcherny [link]", "link": "https://twitter.com/2028167875127824384/status/2106024235676401677"}]}, {"name": "Content classifier flags legitimate work as abuse", "definition": "Automated safety reviewers issue warnings, pauses or bans for 'cyber abuse' or similar policy violations over ordinary development, security research or reverse engineering, or revoke previously granted special access; unexplained suspensions with no named policy category are out.", "other": false, "userWeeks": 106, "posts": 115, "agents": [{"id": "claude-code", "userWeeks": 50}, {"id": "codex", "userWeeks": 45}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "says \"your account isn’t currently eligible for daybreak. you can still use chatgpt.\" and no further options to do anything", "link": "https://www.reddit.com/r/codex/comments/1x77sd4/does_anyone_has_access_to_daybreak/ph1wq9m/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "very disappointing move, @anthropicai @claudeai @claudedevs. revoking startup offer credits after approving them is not a good look.\ncanceling my claude max 20x plan for good. time to move over to @openai.\ncc: @thsottiaux @sama im in. [link]", "link": "https://twitter.com/1651512379702923264/status/2108424513390248077"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "wtf claude just removed claude startups access? had access and they removed it @anthropicai @claudedevs \napproved then denied? really... [link]", "link": "https://twitter.com/1543572082818162688/status/2108423395486621993"}]}, {"name": "Billing continues on banned locked accounts", "definition": "The vendor keeps charging, auto-renewing or refusing refunds for an account the user is locked out of and cannot cancel or change payment on; ordinary billing disputes on active accounts are out.", "other": false, "userWeeks": 56, "posts": 66, "agents": [{"id": "claude-code", "userWeeks": 27}, {"id": "cursor", "userWeeks": 19}, {"id": "codex", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs fuck you, antrophic, stole my money and banning for no reason. gtfo", "link": "https://twitter.com/2180866692/status/2110853973309784163"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "same here. i’m on my second month of the 20x tier, and out of nowhere i got banned just 2 weeks before the next billing cycle. honestly, this is so cringe", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wukj4o/account_suspended/pd5w2qd/"}, {"agent": "claude-code", "date": "2026-09-30", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs my account was just activated and got banned without using it, i hope i can get a refund [email]", "link": "https://twitter.com/1494472549752655874/status/2105099422665445630"}]}, {"name": "Ban cascades to wider account and data", "definition": "A ban on the AI coding tool cuts off a whole linked identity (for example an entire Google account or a shared login for several products) or wipes out access to years of work and chat data with no grace period or export; the loss is in scope regardless of what caused the ban.", "other": false, "userWeeks": 48, "posts": 55, "agents": [{"id": "antigravity", "userWeeks": 23}, {"id": "claude-code", "userWeeks": 11}, {"id": "codex", "userWeeks": 6}, {"id": "cursor", "userWeeks": 5}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedevs i paid $125 for claude max but keep getting locked out, disrupting my work and income. please help restore access. if i’m ineligible, please let me export my chats and work and disconnect my accounts so i can move to another ai. thank you.", "link": "https://twitter.com/1875619622755459072/status/2111521030376243228"}, {"agent": "claude-code", "date": "2026-09-30", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs our nonprofit organization was disabled today, affecting 145 members and disrupting everything we had. we urgently need help to resolve this. org name is ieltsbd\n@claudedevs", "link": "https://twitter.com/1806654222722871296/status/2105438232754495689"}, {"agent": "cursor", "date": "2026-09-30", "source": "X", "community": "@cursor_ai", "text": "@leerob @bot you could get @cursor_ai to stop closing peoples accounts automatically and blocking access to @bot. i miss my grok bots!", "link": "https://twitter.com/302401373/status/2105243054068334743"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 34, "posts": 35, "agents": [{"id": "codex", "userWeeks": 13}, {"id": "claude-code", "userWeeks": 6}, {"id": "cursor", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 4}, {"id": "opencode", "userWeeks": 3}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @petergyang @x @nikitabier @support my grok bot is still blocked from a bug that went live last monday, causing @cursor_ai to classify my account as ineligible for grok @bot, even though i have always had x premium+.", "link": "https://twitter.com/1734426860606701568/status/2111909828134371490"}]}]}, "account.billing_errors": {"userWeeks": 924, "declined": 0, "modes": [{"name": "Charges after cancellation or without authorization", "definition": "The user is charged for a plan they cancelled, deleted, never chose or were trialing, or is charged twice for the same thing; usage-based overage charges are out.", "other": false, "userWeeks": 222, "posts": 259, "agents": [{"id": "cursor", "userWeeks": 94}, {"id": "claude-code", "userWeeks": 57}, {"id": "codex", "userWeeks": 39}, {"id": "opencode", "userWeeks": 12}, {"id": "kiro", "userWeeks": 6}, {"id": "copilot", "userWeeks": 5}, {"id": "devin", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @elonmusk @spacex i'm gonna do a chargeback on that 40 fuck you guys for tricking me into paying something that never happened", "link": "https://twitter.com/949368105523822592/status/2110589636284207231"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@opencode @opencode on my account [email] you are charging me $14 for space bunny while it is still displayed as free. there is a problem!", "link": "https://twitter.com/117400917/status/2110470212575179022"}, {"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "@crisuubag @jsg_squared @cursor_ai yep i subscribed through the app and now i have two subscriptions. fml.", "link": "https://twitter.com/1717376094137892864/status/2109806895670419538"}]}, {"name": "Paid plan not provisioned after payment", "definition": "Payment goes through but the account stays on free, gets downgraded or locked, or the entitlement doesn't carry over to linked products or devices; covers successful payments only, not declined ones.", "other": false, "userWeeks": 176, "posts": 210, "agents": [{"id": "cursor", "userWeeks": 54}, {"id": "claude-code", "userWeeks": 34}, {"id": "codex", "userWeeks": 30}, {"id": "opencode", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 16}, {"id": "kiro", "userWeeks": 5}, {"id": "cline", "userWeeks": 4}, {"id": "factory", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode after recharging, it cannot be used, requesting a refund!", "link": "https://twitter.com/2109635344241152001/status/2111883923462713345"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "yeah @cursor_ai, i'll email support - i got downgraded as part of the 𝕏 merge [link]", "link": "https://twitter.com/2170884710/status/2111840854180598124"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "hi @claudeai @anthropicai @claudedevs , my payment for claude pro was successful, but the subscription wasn’t activated. i’d kindly request a full refund to my original payment method.i can share the payment receipt privately. please process my refund asap.", "link": "https://twitter.com/1809574068779450368/status/2111795135059210426"}]}, {"name": "Valid payment methods declined at checkout", "definition": "The checkout or renewal flow rejects working cards, local payment methods or 3DS-verified transactions, or offers no usable method in the user's region, so the user cannot pay at all; charges that succeed but go wrong are out.", "other": false, "userWeeks": 131, "posts": 162, "agents": [{"id": "kiro", "userWeeks": 29}, {"id": "opencode", "userWeeks": 27}, {"id": "claude-code", "userWeeks": 24}, {"id": "codex", "userWeeks": 21}, {"id": "cursor", "userWeeks": 18}, {"id": "factory", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@grok @cursor_ai @x @grok day 2 of denials on all my cards. its you, not me.", "link": "https://twitter.com/16834524/status/2111094672642687030"}, {"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "@grok @chrisflores_us @cursor_ai @grok i am prompted that alipay payments aren’t supported yet when switching. use a different payment method or contact cursor support, then try again. how should i enjoy the 6-month benefits?", "link": "https://twitter.com/1454831536725913606/status/2110014583473889743"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@badboyfoxy @claudedevs @threejs alright alright, claude needs to stop rejecting my card", "link": "https://twitter.com/1672652879184707584/status/2109906047695749289"}]}, {"name": "Promised or purchased credits missing or vanishing", "definition": "Apology, referral, startup, student or refund credits never show up, can't be claimed or used, or the balance drops to zero without matching usage; fully missing plan entitlements are out.", "other": false, "userWeeks": 120, "posts": 146, "agents": [{"id": "claude-code", "userWeeks": 53}, {"id": "codex", "userWeeks": 34}, {"id": "cursor", "userWeeks": 14}, {"id": "opencode", "userWeeks": 9}, {"id": "kiro", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs dear @claudeai \ni am unable to claim my credits, on the max plan, any thoughts?", "link": "https://twitter.com/1591632317017198593/status/2109719867901505591"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i moved from codex to claude, why am i not seeing the credits in my max plan ? [link]", "link": "https://twitter.com/210716798/status/2108825414630253018"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah, it happened to me also. but i got this mail but when i redeem, there are no credits \n[link]\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0p5o2/accepted_into_claude_startups_at_6am_by_3pm_both/pessp70/"}]}, {"name": "Wrong pricing, currency or proration on plan changes", "definition": "Upgrades, renewals and plan changes bill the wrong amount, for example full price instead of prorated, the wrong currency or exchange rate, rates above the listed per-token price, or a renewal that doesn't reset usage; covers how much was charged, not whether the charge was authorized.", "other": false, "userWeeks": 120, "posts": 149, "agents": [{"id": "cursor", "userWeeks": 57}, {"id": "codex", "userWeeks": 29}, {"id": "claude-code", "userWeeks": 16}, {"id": "opencode", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity i paid for the 100 plan and an hour later upgraded to the 200 plan. did i not get credit for the 100? just got charged 300", "link": "https://twitter.com/2033811870260596737/status/2111868942151254181"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "[link]\nanyone else being charged more than $200 usd for their plan? \ni'm being consistently charged $224 usd on a canadian account, and being overbilled where i'm paying $320 vs. the $250 cad advertised.\n \ni'm paying almost +$70 cad per month extra because of their billing....?", "link": "https://www.reddit.com/r/codex/comments/1x2xsn3/20x_planning_is_billing_me_at_224_usd_and/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "how can the same $ 100 plan charge differently?\n@claudedevs @trq212 can you help me reduce +$20 extra for 5x plan? \n(i use only my us banks) [link]", "link": "https://twitter.com/865669001564868608/status/2109005293388718405"}]}, {"name": "Usage charges despite disabled or remaining quota", "definition": "Extra-usage or on-demand billing runs while the toggle shows off or switches itself back on, paid credits are used while plan quota is still left, or auto-reload charges pile up without notice or a matching record; charges for the base subscription are out.", "other": false, "userWeeks": 95, "posts": 105, "agents": [{"id": "cursor", "userWeeks": 33}, {"id": "codex", "userWeeks": 25}, {"id": "claude-code", "userWeeks": 17}, {"id": "opencode", "userWeeks": 11}, {"id": "devin", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@grok @bot @cursor_ai @elonmusk so instead of taking the usage from the 20x usage plan you take the money from the customer, that seems like a fantastic business model that benefits everyone good job mate", "link": "https://twitter.com/2108588816399237121/status/2109690321030484238"}, {"agent": "devin", "date": "2026-10-10", "source": "X", "community": "@cognition", "text": "@cognition @dabit3 ticket [zip code]. chatgpt plan toggle is on. after 19:00 cst oct 10, ordinary gpt-6-1-sol-high and gpt-6-astra-medium (catalog marks both partner_provider_openai, not fast) still billed devin. daily quota hit 0%. please investigate and refund those charges.", "link": "https://twitter.com/1796148761925947392/status/2108903736907366707"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i'm requesting a full refund for the ~$22.95 because i did not knowingly authorize this usage.\nmore importantly, i want to understand exactly what happened and whether my account was compromised.\n@cursor_ai please help investigate.", "link": "https://twitter.com/1821522139339759616/status/2107960549749461288"}]}, {"name": "Billing records lost after account or dashboard changes", "definition": "After a dashboard redesign, login-method change, workspace switch or store migration, the account no longer shows its subscription, balance, payment method or history, and the user can't renew or change billing; covers only account-linking and display failures, not missing payments.", "other": false, "userWeeks": 56, "posts": 59, "agents": [{"id": "cursor", "userWeeks": 22}, {"id": "opencode", "userWeeks": 20}, {"id": "claude-code", "userWeeks": 6}, {"id": "codex", "userWeeks": 6}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @elonmusk @spacex oh, and the forty dollar charge isn't even showing up in here", "link": "https://twitter.com/949368105523822592/status/2110587429342097570"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "i /login and follow the page to login successfully via console account but no matter what i do, i get \"credit balance too low · add funds: [link]\" even though the $200 credit has been credited since forever ago and is still on my dashboard.\nwhat am i missing?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x62bra/so_how_do_i_use_the_200_api_credits/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 47, "posts": 54, "agents": [{"id": "cursor", "userWeeks": 27}, {"id": "codex", "userWeeks": 9}, {"id": "claude-code", "userWeeks": 8}, {"id": "opencode", "userWeeks": 3}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "text": "i just tried to delete my payment method for opencode go.. got a 500 error.\nalso deleting one’s account doesn’t seem to be possible at all.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8gp72/opencode_security_breach_rotate_your_keys/phg0ae4/"}, {"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @mntruell @spacexaimemphis billing needs to review the october 10 charge of $18.13. \n if this is not refunded, i will escalate this further.", "link": "https://twitter.com/1677626980014116865/status/2109658157266198882"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "@attenisalluneed @cursor_ai billing breaks exactly where trust is needed most. the upgrade form is every startups final boss", "link": "https://twitter.com/1466410829226835968/status/2109040648733008053"}]}]}, "account.data_privacy": {"userWeeks": 397, "declined": 0, "modes": [{"name": "User code used for training despite opt-out", "definition": "Users' prompts, code or session history are used, or suspected of being used, for model training even though they opted out or pay for a plan: settings switch back on after updates, opt-out toggles are hidden or split across products, and feedback prompts send whole sessions with one click; general distrust of a vendor that names no specific training practice does not count.", "other": false, "userWeeks": 84, "posts": 88, "agents": [{"id": "claude-code", "userWeeks": 29}, {"id": "codex", "userWeeks": 22}, {"id": "opencode", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 10}, {"id": "cursor", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "Reddit", "community": "r/opencodeCLI", "text": "absolutely agreed!\npersonally i lost trust in the platform, but to be fair, i was a fool to trust the opt-out when i could have made it clear in the config.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x4kkgg/security_opencode_does_not_ask_for_file/pgh04dq/"}, {"agent": "antigravity", "date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "text": "you can turn off the telemetry. that's it. there isn't a lot of clarity on training on user data. i am planning to stop using antigravity for this reason.\n[[link]", "link": "https://www.reddit.com/r/google_antigravity/comments/1r90ery/so_is_there_actually_a_clear_answer_to_how_data/pervnt2/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "maybe they could stop using our data to train the model then?\nwhy can't i curse at claude, if i disabled the sharing of my data for training?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0ybl2/no_more_abusing_claude_from_nov_12th_onwards/peozxe4/"}]}, {"name": "No zero-retention or private deployment option", "definition": "The product requires sending code and sessions to the vendor's cloud and keeping them there, with no zero-data-retention mode, offline or air-gapped mode, regional hosting, or a way to see or export what is stored, so contractual, residency or enterprise security rules forbid its use; cases where an isolated deployment exists but the user did not configure it do not count.", "other": false, "userWeeks": 75, "posts": 78, "agents": [{"id": "claude-code", "userWeeks": 27}, {"id": "opencode", "userWeeks": 16}, {"id": "codex", "userWeeks": 11}, {"id": "zed", "userWeeks": 11}, {"id": "cursor", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencodeCLI", "text": "considering how open they are about using ai to develop opencode itself, im not surprised this happened... personally im moving to deepseek harness to not have any more risks with opencode's centralized proxy issues since everything is locally hosted", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8kxw2/time_to_move_2_security_issues_in_a_week/phdm8qy/"}, {"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencodeCLI", "text": "first of all why are they storing my openai keys in the db? why? it’s against their own privacy policy\nsecond if they can store api keys i am pretty sure these scammers are storing everything else too", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8hlcv/opencode_hack_how_is_opencode_claiming_to_be_zdr/phcprly/"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@kbsingh @wtogami @opencode whole problem is that \"saved a key in opencode\" is fucking ambiguous. can mean cli, can mean server. i'm just pissed my keys for non-opencode apis may have ended up on opencode servers without me knowing it. and i still don't know.", "link": "https://twitter.com/1163567821747625986/status/2111602116045508673"}]}, {"name": "Personal data and secrets leaked into outbound content", "definition": "The agent puts the user's email, identity or session IDs, or unredacted secrets and personal data, into provider requests, outgoing HTTP headers, commits or transcripts, for example when compaction skips redaction or environment variables get dumped; account takeover by outside attackers does not count.", "other": false, "userWeeks": 43, "posts": 46, "agents": [{"id": "claude-code", "userWeeks": 27}, {"id": "codex", "userWeeks": 5}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": []}, {"name": "Undisclosed data collection by bundled third-party models", "definition": "Free or bundled models inside the agent quietly keep prompts for training or send traffic to hosts in jurisdictions the user did not expect, and this only shows up through API errors, forced opt-in toggles or fine print, with no simple filter for zero-retention models only; the first-party vendor's own training policy belongs in the opt-out mode.", "other": false, "userWeeks": 40, "posts": 41, "agents": [{"id": "opencode", "userWeeks": 31}, {"id": "codex", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "claude-code", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-08", "source": "Reddit", "community": "r/PiCodingAgent", "text": "it is currently funneling your search queries to a 3rd party. i made a post on this. the maintainer has still not responded to my pr to stop.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wydpe0/now_that_everyone_is_making_harness_tierlists/pelmsuq/"}, {"agent": "opencode", "date": "2026-09-30", "source": "X", "community": "@opencode", "text": "@opencode @thdxr heads up: my @openai api key was recently compromised, and the only recent exposure point i can identify was testing some of the free models in opencode. \nmight be worth auditing how third-party model providers access session context or environment variables. ‼️", "link": "https://twitter.com/2217191/status/2105103910860140742"}, {"agent": "opencode", "date": "2026-09-25", "source": "Reddit", "community": "r/opencodeCLI", "text": "marketed as zdr policy but i absolutely don't believe it for a stealth model during free testing.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wpyova/what_would_make_you_switch_your_default_opencode/pc041x7/"}]}, {"name": "Unexplained background uploads and hidden telemetry", "definition": "The agent or harness makes network connections or large uploads the user never asked for, including while idle or overnight, or turns on telemetry and tracking IDs with no notice or off switch; web searches and fetches the user requested do not count.", "other": false, "userWeeks": 38, "posts": 39, "agents": [{"id": "claude-code", "userWeeks": 10}, {"id": "codex", "userWeeks": 10}, {"id": "opencode", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 5}, {"id": "cursor", "userWeeks": 4}, {"id": "copilot", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-28", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "the new version of the codex cli was tracking all my processes, spawning git.exe, tmux.exe, and conhost.exe, i had to disable everything, finally, they removed it from the docs where it stated that it was optional [link] [link]. damn, they want even more damn data [link]", "link": "https://twitter.com/1541421115016417280/status/2104592504343380461"}, {"agent": "codex", "date": "2026-09-26", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@seconds_0 the only problem with codex cli for me is it can track loc it has accessed to. who knows what else they track?", "link": "https://twitter.com/88011125/status/2103679403830161635"}, {"agent": "opencode", "date": "2026-09-25", "source": "Reddit", "community": "r/opencode", "text": "no not at all.. i inspected. all connections are to [opencode.ai]([link]) with huge amounts of data upload", "link": "https://www.reddit.com/r/opencode/comments/1wpvj70/bun_is_eating_my_bandwidth_even_after_i_close/pbyqtxa/"}]}, {"name": "Connected-account access leaking across apps", "definition": "Permissions given to one app or account (email, calendar, documents folder, GitHub, plugins) silently reach the coding agent or a sibling app, with no way to limit access to a single tool or workspace, or a hidden shared folder appears; agents deleting or damaging files are out of scope.", "other": false, "userWeeks": 37, "posts": 38, "agents": [{"id": "codex", "userWeeks": 18}, {"id": "claude-code", "userWeeks": 9}, {"id": "cursor", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i think openai made a big mistake not making dots a separate app.\ntoday i discovered that, because i connect my gmail to dots, the codex app i use for work has the same access\n(and searches it at pretty random times!) [link]", "link": "https://twitter.com/61344715/status/2109000518890885378"}, {"agent": "codex", "date": "2026-09-30", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux i tested it: codex cli can access my google calendar via the same chatgpt account. please add server-enforced controls for all connected accounts (gmail, calendar, etc.): let me allow chatgpt/dot but block cli. my coding vm runs untrusted code. 🙏", "link": "https://twitter.com/1609940334624276481/status/2105341189356732887"}]}, {"name": "Other users' data exposed in sessions", "definition": "Sessions show content that seems to belong to other users, such as stranger chat text, someone else's personal details, or unpublished research ideas that look like they came from another user, which points to cross-tenant leakage; the user's own data reappearing in their own session does not count.", "other": false, "userWeeks": 18, "posts": 19, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-09-29", "source": "X", "community": "@AmpCode", "text": "@sqs @romainlanz @ampcode i get why it works that way, but honestly still feels weird from a privacy standpoint\neven if no one's looking, knowing they could makes me feel watched/spied. makes me think twice about using amp more, even though i'd like to\nbut maybe it's just me 🤓", "link": "https://twitter.com/697207221097275392/status/2105063286995558713"}, {"agent": "amp", "date": "2026-09-29", "source": "X", "community": "@AmpCode", "text": "is that expected that i can view personal threads on @ampcode if i am a workspace admin?\ni though personal was... personal ? @sqs", "link": "https://twitter.com/474153793/status/2105058589836480868"}, {"agent": "claude-code", "date": "2026-09-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i better be in the betta cause this something i been workin on and yall clearly be readin folks files.", "link": "https://twitter.com/38337857/status/2100646886600241595"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 69, "posts": 76, "agents": [{"id": "opencode", "userWeeks": 25}, {"id": "claude-code", "userWeeks": 14}, {"id": "codex", "userWeeks": 13}, {"id": "cursor", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 5}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "my openai api key that was saved inside openai account for openai provider was used today. around $150 were spent on astra. i searched my mac - the key is not stored on it. it is in my opencode account only.\nhow is that possible?", "link": "https://www.reddit.com/r/opencode/comments/1x8734p/someone_used_my_openai_key_that_is_saved_in/"}, {"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencodeCLI", "text": "i had my deepseek api connected to opencode and haven't received jack shit in my inbox about this.\nluckily it wasn't touched but fuck opencode now.\nthank you for posting here anyway, i wouldn't have known until i got drained if it wasn't for this post.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8gp72/opencode_security_breach_rotate_your_keys/phd9llz/"}]}]}, "account.support": {"userWeeks": 1537, "declined": 0, "modes": [{"name": "Support tickets ignored or left unresolved", "definition": "Support emails, tickets, DMs or tagged public posts get no reply, or only stock replies, for days to weeks, or the case is closed with the problem still there; cases where a bot is the main barrier are out.", "other": false, "userWeeks": 493, "posts": 576, "agents": [{"id": "cursor", "userWeeks": 166}, {"id": "claude-code", "userWeeks": 115}, {"id": "codex", "userWeeks": 87}, {"id": "opencode", "userWeeks": 41}, {"id": "antigravity", "userWeeks": 29}, {"id": "kiro", "userWeeks": 19}, {"id": "cline", "userWeeks": 7}, {"id": "copilot", "userWeeks": 7}, {"id": "devin", "userWeeks": 7}, {"id": "factory", "userWeeks": 7}, {"id": "warp", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "conductor", "userWeeks": 2}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@kiaraplds @bot nothing the xsi customer service is like non existent and @cursor_ai support is tired of hearing from me. canceling my super if i can get this resolved", "link": "https://twitter.com/2900820859/status/2111908137414566293"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@elonmusk i sure wish @cursor_ai customer support got a massive upgrade! 6 days still waiting to fix my grok bot account!", "link": "https://twitter.com/2459333396/status/2111891393945940324"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@grok @bot @cursor_ai @leerob @elonmusk i have already emailed support @ [link] and they have not been able to help.\n@leerob ? @elonmusk ?", "link": "https://twitter.com/1592584845875617794/status/2111844371133821379"}]}, {"name": "Refunds refused or never processed", "definition": "Requests for refunds or credit restoration after unwanted charges, burned usage, downtime or quick cancellation are denied, ignored, or blocked by strict or changed policies; billing errors that never reach a refund request are out.", "other": false, "userWeeks": 285, "posts": 341, "agents": [{"id": "cursor", "userWeeks": 120}, {"id": "codex", "userWeeks": 70}, {"id": "claude-code", "userWeeks": 56}, {"id": "opencode", "userWeeks": 17}, {"id": "antigravity", "userWeeks": 10}, {"id": "cline", "userWeeks": 5}, {"id": "kiro", "userWeeks": 4}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode @thdxr @jayair adding the rest of the founding team for visibility: @fanjiewang @aeduhm — day 13, still no reply on the $10 ach refund requested oct 7. @opencode @thdxr @jayair #opencode", "link": "https://twitter.com/243472370/status/2111920508405202988"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "i have already emailed [email] - they just said they are aware of the issue with no other resolution. request to fund was also denied. so i am stuck paying for a service i cannot use. brutal.\nwe got flying cars, but cant fix the \"already-being-merged\" known backend lock. crazy.", "link": "https://twitter.com/1592584845875617794/status/2111462130121638304"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@trq212 @bcherny @claudeai @claudedevs the support bot says i will *not* get a refund \ndespite only using this new account for less than 11 hours and using up less than 20% of the weekly limit.\nseriously. what am i supposed to do here??", "link": "https://twitter.com/1464939849270632464/status/2111411060305703219"}]}, {"name": "AI support bot blocks human escalation", "definition": "The vendor's support chatbot or automated email system answers in loops, makes up policies or settings, closes tickets as duplicates, or will not hand the user to a human; slow human replies with no bot involved are out.", "other": false, "userWeeks": 210, "posts": 266, "agents": [{"id": "cursor", "userWeeks": 112}, {"id": "claude-code", "userWeeks": 46}, {"id": "codex", "userWeeks": 40}, {"id": "antigravity", "userWeeks": 6}, {"id": "devin", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "sept 30, grok bot support wrote: \"this looks like a duplicate of your existing ticket t-g38867.\" three weeks on, still no fix and no explanation. every upgrade, up to the top tier, made it worse.\npage 1 of 7\n@cursor_ai @grok @bot @spacexai @xai @elonmusk @mntruell [link]", "link": "https://twitter.com/302447241/status/2111575818598277415"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "there is no memebrs areas in [link] - that link only redirects to a page not site on cursor. \nin [link] there is also no members are in the settings. \ncan you escalate for a real human to resolve? the emails to support do not provide any real assistance to solve the problem.", "link": "https://twitter.com/1592584845875617794/status/2111448214054343146"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs my api credits are not reflecting in my console account. i have tried chatting with your support agent, but it says it cannot resolve it. i am unable to find any other support channel", "link": "https://twitter.com/1794629053766668288/status/2111422660441944519"}]}, {"name": "Bug reports and community contributions ignored", "definition": "Public bug reports, GitHub issues, pull requests, outages and community feedback go unacknowledged, get auto-closed or stay unfixed for a long time, or posts get removed; private support tickets about one account are out.", "other": false, "userWeeks": 166, "posts": 183, "agents": [{"id": "codex", "userWeeks": 50}, {"id": "antigravity", "userWeeks": 26}, {"id": "opencode", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 17}, {"id": "cursor", "userWeeks": 14}, {"id": "zed", "userWeeks": 9}, {"id": "amp", "userWeeks": 5}, {"id": "pi", "userWeeks": 5}, {"id": "kiro", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "factory", "userWeeks": 3}, {"id": "warp", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@notjamesbennett @opencode one of the tiresome things while contributing with opencode is the awful issues management. plenty of high roi pr’s get closed as not planned while fluff like “tabs” are shipped.", "link": "https://twitter.com/1267062923073073158/status/2111786246255317424"}, {"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "dear @opencode, you gotta fix it. show some decency by doing some communication. otherwise serious workloads are going to jump out.", "link": "https://twitter.com/513178685/status/2111774372260462783"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@opencode yes, argon was used on my account even though i've never used it. i reported the incident through tui, but i don't know if it was reviewed. incident reporting is very poor, and attention is almost never given to it. [link]", "link": "https://twitter.com/1116236595936600065/status/2111580478214177218"}]}, {"name": "Account bans and lockouts without explanation", "definition": "Paid accounts get suspended, banned, stuck in verification loops or locked out with no stated reason and no working appeal or restore path; login failures that support fixes quickly are out.", "other": false, "userWeeks": 155, "posts": 183, "agents": [{"id": "claude-code", "userWeeks": 59}, {"id": "cursor", "userWeeks": 45}, {"id": "codex", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 11}, {"id": "opencode", "userWeeks": 9}, {"id": "kiro", "userWeeks": 5}, {"id": "amp", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-09", "source": "X", "community": "@antigravity", "text": "@antigravity account verification is also pending, i requested it more than couple of days back, very slow process.", "link": "https://twitter.com/165028865/status/2108534051351261640"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "hey, any update? my account is stuck on the same verification shit since yesterday. i don't think they're gonna do anything about this issue. so i'm appealing for refund.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1sx25kd/buyer_beware_claudes_identity_verification_has/pehwk4s/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "@anthropicai bought claude pro, verification got rejected, no response from the support. \nreally frustrating to see there no human support from your side\nall i get is bot replies, that's all \n@anthropicai @claudeai @claudedevs", "link": "https://twitter.com/1787811417854246912/status/2106633627404845410"}]}, {"name": "Program applications and promised perks unanswered", "definition": "Applications to startup, student, partner, security-access or OSS programs, along with promised vouchers, resets or credits, get no acknowledgement, are auto-denied without a reason, or are approved but never delivered; normal subscription billing is out.", "other": false, "userWeeks": 138, "posts": 157, "agents": [{"id": "claude-code", "userWeeks": 78}, {"id": "factory", "userWeeks": 17}, {"id": "codex", "userWeeks": 16}, {"id": "cursor", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 4}, {"id": "devin", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "there's no way to appeal, they re reviewed in on their own, before this i got a email that the startup offer has been removed due to high volume, after a day i got this re reviewing message", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5r5fx/finally_accepted_into_claude_for_startups_after_a/pgpol6r/"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "hey @spacexai or @subscriptions or @bot or @cursor_ai folks, i did that survey y'all sent out and selected credits... but no credits ever came through.", "link": "https://twitter.com/256855996/status/2110489925217079736"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "we have applied to startup program in july and we were accepted but we still didn’t get any perks and benefits besides webinars", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x27vhr/update_on_claude_startup_program/pf09ish/"}]}, {"name": "Payment and subscription linking errors unfixed", "definition": "Payments that don't apply to the right account, plans that don't link between partner services, plans that can't be moved, or downgrades that can't be reversed are left unfixed by support even when the fix is trivial; general refund disputes are out.", "other": false, "userWeeks": 130, "posts": 148, "agents": [{"id": "cursor", "userWeeks": 82}, {"id": "codex", "userWeeks": 15}, {"id": "claude-code", "userWeeks": 13}, {"id": "opencode", "userWeeks": 8}, {"id": "kiro", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "anyone figured out what happens to the @every builder pack @cursor_ai 12 month plan with the new plans from @xai, the $60 plan doens't line up with the new plans, which look interesting. tried @cursor_ai support but the bot was not helpful.", "link": "https://twitter.com/18573191/status/2110831838281556386"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @xai @elonmusk my supergrok is stuck linked to a cursor account i deleted. the link never activated anything, yet i can't use supergrok in grok bot. cursor's ai support says nobody can fix it, xai's bot rejected my refund, and i can't reach a human. help?", "link": "https://twitter.com/1767292271584489472/status/2109050218134036951"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai but can it figure out its billing department ? over 100 hours for a simple billing issue is ludacris [link]", "link": "https://twitter.com/1091012637859635202/status/2108322830282797314"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 98, "posts": 98, "agents": [{"id": "codex", "userWeeks": 39}, {"id": "cursor", "userWeeks": 18}, {"id": "claude-code", "userWeeks": 15}, {"id": "opencode", "userWeeks": 12}, {"id": "antigravity", "userWeeks": 5}, {"id": "augment", "userWeeks": 4}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-14", "source": "X", "community": "@FactoryAI", "text": "@enoreyes @tonychang430 @herdrdev @orca_build @cognition @tryreplicas @bot @claudeai @conductor_build @factoryai the worst ide to ever exist. they kicked me from their discord after i complained about it. it's really shit.", "link": "https://twitter.com/2080539111665147904/status/2110321811091337486"}, {"agent": "antigravity", "date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "text": "if i learn anything about my experience using claude and codex, its that before every new model comes out this happens so hopefully this is argon for real. \nbut given google has always been inert to communities' feedback who knows, just like argon...", "link": "https://www.reddit.com/r/google_antigravity/comments/1wygfrq/what_the_hell_is_happening_with_gemini_38_flash/pe2p2r0/"}]}]}, "billing.free_tier": {"userWeeks": 555, "declined": 0, "modes": [{"name": "Free quota exhausted almost immediately", "definition": "A free tier or model advertised as free (or unlimited) runs out after a few prompts, minutes or a single task, or hits 429s and long cooldowns very quickly. Free offers that are removed outright, and paid-plan limits, are out.", "other": false, "userWeeks": 145, "posts": 158, "agents": [{"id": "opencode", "userWeeks": 69}, {"id": "cline", "userWeeks": 30}, {"id": "claude-code", "userWeeks": 10}, {"id": "codex", "userWeeks": 10}, {"id": "devin", "userWeeks": 10}, {"id": "cursor", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 6}, {"id": "kiro", "userWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "text": "today, the free tier only allowed 2 requests before the limit was completely exhausted", "link": "https://www.reddit.com/r/opencode/comments/1x8el5e/since_free_muse_spark_got_removed_from_opencode/phepq42/"}, {"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "i love you @opencode but you can’t say a model is free with such low limits on it.", "link": "https://twitter.com/14355333/status/2111930485689798883"}, {"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@dante_chaser @opencode students nod vigorously, the free model quota runs out quickly when doing complex tasks, the joy of freeloaders is always short-lived.", "link": "https://twitter.com/1995313355171725312/status/2111342443589222537"}]}, {"name": "Free model or tier withdrawn without notice", "definition": "A free tier, free model, stealth-model free window or free inference that users relied on is removed, shortened or quietly turned into a paid option, often with little warning. Quotas that still exist but are small are out.", "other": false, "userWeeks": 109, "posts": 118, "agents": [{"id": "opencode", "userWeeks": 48}, {"id": "codex", "userWeeks": 18}, {"id": "devin", "userWeeks": 15}, {"id": "antigravity", "userWeeks": 8}, {"id": "claude-code", "userWeeks": 7}, {"id": "cline", "userWeeks": 6}, {"id": "cursor", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "did @opencode just quietly remove muse spark 1.3 from its free provider?\ngenuinely disappointed if this is permanent.\nreally hoping this is just temporary, or maybe muse wonder full is coming next? 👀\nwould hate to see it go without a worthy replacement.", "link": "https://twitter.com/1635948694158692352/status/2111425185094259161"}, {"agent": "devin", "date": "2026-10-15", "source": "Reddit", "community": "r/windsurf", "text": "so it will not extend the promotion and there will not even be a free glm, and this was really the last time i pay for a subscription, and you should be thankful that i paid two days ago otherwise i would have canceled immediately and not paid the renewal.", "link": "https://www.reddit.com/r/windsurf/comments/1x6k0p0/looks_like_its_the_last_day_of_enjoying_a_free/pgyn8uh/"}, {"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "text": "stealth models used to be unlimited but now when i run out of any free model, i can't use any of the others :'(", "link": "https://www.reddit.com/r/opencode/comments/1x5y9y6/what_model_is_space_bunny_running_right_now_its/pgszl9d/"}]}, {"name": "Promo credits or trial offers not received", "definition": "Advertised credits, trials, referral bonuses or promo plans never appear, can't be claimed, disappear before users can redeem them, or are left out of a bundled plan as promised. Offers that were received and then ran out are out.", "other": false, "userWeeks": 63, "posts": 64, "agents": [{"id": "claude-code", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 11}, {"id": "codex", "userWeeks": 7}, {"id": "devin", "userWeeks": 6}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@josueerc @antigravity i don’t have the student free pro. i have the 18 month promotion from my mobile carrier.\nmaybe that’s why? it’s still ridiculous", "link": "https://twitter.com/1376749208615542785/status/2111695825533616508"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@badges3000 @dummerspast39 @geminiapp @antigravity @joshwoodward same although chromebook freebie. really leaves a sour taste and i'm not going to pay for a subscription they advertised as bundlesld with the device. bought a month of claude and chatgpt pro/plus to test out.", "link": "https://twitter.com/198073276/status/2111134152481202244"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity so, my pixel, student, and other promotional offers are worthless when trying to upgrade to a newer model? then why even introduce them in the first place if you don't honor them?", "link": "https://twitter.com/1879556424751353856/status/2110975229208232431"}]}, {"name": "Free access locked to vendor's own harness", "definition": "Free models or tiers are blocked when called from third-party harnesses, plugins, proxies or API keys, and only work inside the vendor's own CLI or IDE. General quota exhaustion within the vendor's tool is out.", "other": false, "userWeeks": 53, "posts": 64, "agents": [{"id": "opencode", "userWeeks": 47}, {"id": "cline", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@grok @unn4m3d00 @midudev pero incluso en desktop sin loguearte está diciendo: error: opencode's free tier can only be used from within @opencode. download it at [link] and keep building. [link]", "link": "https://twitter.com/372727336/status/2111573076475293836"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@bigvibesguy @dhaneshpanjnani @jawadmakes @opencode i built a tiny android app using opencode api key.\nworked fine for a few weeks.\nthen free models started saying they were only supported in opencode harness.\nzen paid models work fine.", "link": "https://twitter.com/366624801/status/2110499895471657096"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@opencode “opencode free tier can only be used within opencode” wtf is this shit tf is happening to my app bruh", "link": "https://twitter.com/47386244/status/2110472243436191778"}]}, {"name": "Free tier degraded versus paid version", "definition": "The free version of a model is slower, throttled, has a smaller context window or lower reasoning settings, or performs worse than the same model on a paid plan, or than it did before. Complaints that a free model is simply weak at the task, with no paid comparison, are out.", "other": false, "userWeeks": 49, "posts": 51, "agents": [{"id": "opencode", "userWeeks": 23}, {"id": "antigravity", "userWeeks": 9}, {"id": "codex", "userWeeks": 4}, {"id": "devin", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "claude-code", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs yes, but the free version is almost unusable now", "link": "https://twitter.com/1412396750015537156/status/2111463559246823816"}, {"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "@antigravity at this point no difference between free n trial pro", "link": "https://twitter.com/2987101620/status/2110880508649336894"}, {"agent": "antigravity", "date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "text": "that's just a fact google's free tier isn't really that good. chatgpt does it much better with gpt luna.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x33an3/unpopular_opinion_90_of_the_hate_toward_google/pf7p3nw/"}]}, {"name": "Erroneous free usage-exceeded errors", "definition": "The service wrongly reports that the free quota is exceeded or blocks the account even though the user has had no usage, has quota left, or has a new account, and the error stays after resets or new keys. Limits that were genuinely used up are out.", "other": false, "userWeeks": 35, "posts": 39, "agents": [{"id": "opencode", "userWeeks": 30}, {"id": "cline", "userWeeks": 3}, {"id": "claude-code", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "text": "no models asre working. this is the first time i see something like this.\n\"forbidden, opencode free model gateway detect abuse traffic\"", "link": "https://www.reddit.com/r/opencode/comments/1x92qoh/opencode_error/"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@opencode stepfun step 5 not working any how... 😡 free user opencode", "link": "https://twitter.com/763800108873809921/status/2110228874525352250"}, {"agent": "opencode", "date": "2026-10-09", "source": "Reddit", "community": "r/opencode", "text": "well that free model is not even available i did even update the app wtf", "link": "https://www.reddit.com/r/opencode/comments/1x0lfxv/they_said_the_limits_were_generous_i_think_they/per1l7p/"}]}, {"name": "Paying users excluded from free offerings", "definition": "Subscribers or users on discounted plans can't use free models, free credits or promos that free users get, or their subscription usage drains when they run models labelled free. Free users hitting their own limits are out.", "other": false, "userWeeks": 35, "posts": 37, "agents": [{"id": "opencode", "userWeeks": 10}, {"id": "claude-code", "userWeeks": 8}, {"id": "codex", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i’m trying this out via hermes with an api key but it doesn’t seem to be drawing from the free credits once my actual paid credits depleted.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x31yts/claude_max_20x_now_get_200_in_free_api_credits/pf7wftz/"}]}, {"name": "Free offer restricted by region", "definition": "Free models, free months or promo access are only offered in certain countries (for example the US or Canada) or fail with errors in some regions, so users elsewhere can't get them. Restrictions by plan type are out.", "other": false, "userWeeks": 19, "posts": 20, "agents": [{"id": "opencode", "userWeeks": 7}, {"id": "kiro", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 3}, {"id": "codex", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-03", "source": "X", "community": "@antigravity", "text": "@thtbee_ rip for free pro users and i am also😞😞😭😭😭😭. this is not fair and i am dependent on and also many users of india depends on free pro by jio. @_mohansolo @antigravity", "link": "https://twitter.com/1824095764202848256/status/2106451013872046263"}, {"agent": "opencode", "date": "2026-09-21", "source": "X", "community": "@opencode", "text": "@opencode don't know about this one but even privious free models like deep seek and the union stealth that was free last week doesn't work here in [address].", "link": "https://twitter.com/2077529434798825472/status/2102160246521422068"}, {"agent": "kiro", "date": "2026-09-09", "source": "X", "community": "@kirodotdev", "text": "i thought entire world have around 200+ countries but not it's actually 18 \nthanks @kirodotdev helping [link]", "link": "https://twitter.com/2015748138750058496/status/2097789450831138964"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 55, "posts": 55, "agents": [{"id": "opencode", "userWeeks": 31}, {"id": "claude-code", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 4}, {"id": "devin", "userWeeks": 4}, {"id": "codex", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "i got it with jio recharge on my sim, jio paid billions to google for this. what google is doing is a pure scam", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8fee5/i_have_a_oneyear_google_ai_pro_account_why_isnt/phggddi/"}, {"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencodeCLI", "text": "hi guys\ni am unable to use free models in opencode v2.0.30 as of 16-10-2026 what to do now", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x7bwzt/anyone_facing_this_issue/"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai sad that there’s no way to try it with the new plan without paying extra.", "link": "https://twitter.com/2007052689306501120/status/2110930703810760765"}]}]}, "billing.overage_charges": {"userWeeks": 541, "declined": 0, "modes": [{"name": "Overage credits burn implausibly fast", "definition": "Top-ups or on-demand spend at API rates run out within minutes or a few prompts, so overage is much more expensive than the plan for the same work; it does not cover charges caused by misrouting or ignored caps.", "other": false, "userWeeks": 165, "posts": 172, "agents": [{"id": "codex", "userWeeks": 62}, {"id": "claude-code", "userWeeks": 57}, {"id": "cursor", "userWeeks": 33}, {"id": "opencode", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "grok @bot @cursor_ai on demand usage is very expensive… runs out without doing much!", "link": "https://twitter.com/1824630957674205184/status/2109806991308890490"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "additional top ups are per api costs, which is \\~40x what you pay for subscription. in other words, a $100 extra usage would buy you what $2.5 would have bought you \"in subscription prices\", i.e. half a day of work at most.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0pfqe/how_can_100_last_1_hour_when_my_140_plan_can_last/pemjn4u/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "we just switched to usage credits, my bill for company went from 200month to over 4000, i had to provide evidence to why i used so much. then was told to try and use less. so basically don’t work so hard because your output is costing us a lot.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz3e35/do_you_guys_work_for_companies_that_pay_for_your/pecmy25/"}]}, {"name": "Paid pool drained while included allowance remains", "definition": "Usage is billed to credits, API balance or on-demand while the user still has subscription quota (wrong routing, credits used before the plan, cloud agents or linked accounts billed separately); it does not cover correct billing after the included allowance is genuinely used up.", "other": false, "userWeeks": 73, "posts": 77, "agents": [{"id": "cursor", "userWeeks": 24}, {"id": "claude-code", "userWeeks": 22}, {"id": "codex", "userWeeks": 16}, {"id": "opencode", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @claudedevs \ni couldn't understand why my $300 cloud credit has been used before my usage limit itself hits the full limit. before that itself, my cloud credit has been finished. once that is finished, only the usage limit has been used. i don't know what's happening.", "link": "https://twitter.com/1749009666141769728/status/2110906736194261094"}, {"agent": "opencode", "date": "2026-10-15", "source": "X", "community": "@opencode", "text": "upgraded to @opencode v2 and it used all my openrouter credits while saying i was using my go plan 😕 [link]", "link": "https://twitter.com/1857897107975245824/status/2110606228720107574"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "hey @cursor_ai, i’ve been wrongly charged ₹1800 (cut as 1779/18$) even though i’m already on the pro plan. this happened because of model overuse. please refund my money back , i expect fair billing and immediate resolution.", "link": "https://twitter.com/1677626980014116865/status/2108958307960725690"}]}, {"name": "Overage or auto-reload enabled without consent", "definition": "Metered on-demand billing, credit auto-purchase or post-cancellation extra-usage charges started by default or without the user knowingly opting in; it does not cover cases where the user enabled overage on purpose and then disputes the amount.", "other": false, "userWeeks": 57, "posts": 62, "agents": [{"id": "cursor", "userWeeks": 28}, {"id": "claude-code", "userWeeks": 11}, {"id": "codex", "userWeeks": 9}, {"id": "opencode", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@bot @cursor_ai never hit 100%, but it ate through the additional usage i had set aside without notifying my that it has started consuming it. [link]", "link": "https://twitter.com/1038636559/status/2111243596187975938"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "codex: switching models doesn't affect the running turn. i paid astra prices for 2 hours, no warning\n[removed]", "link": "https://www.reddit.com/r/codex/comments/1wx8zsm/codex_switching_models_doesnt_affect_the_running/"}, {"agent": "devin", "date": "2026-09-29", "source": "X", "community": "@cognition", "text": "@cognition like dude what do you mean it used on-demand???? i just made the account and never turned that shit on?!!!!!! this is why i stay using @cursor_ai [link]", "link": "https://twitter.com/2081846656610586624/status/2104733700596605120"}]}, {"name": "Unexplained overage charges with no usage breakdown", "definition": "Bills show extra usage, model surcharges or on-demand amounts that the user cannot trace to any activity because usage details are missing, hidden or contradict what support says; it does not cover charges whose cause is visible but disputed.", "other": false, "userWeeks": 50, "posts": 53, "agents": [{"id": "cursor", "userWeeks": 21}, {"id": "claude-code", "userWeeks": 13}, {"id": "codex", "userWeeks": 8}, {"id": "opencode", "userWeeks": 5}, {"id": "kiro", "userWeeks": 3}], "examples": [{"agent": "opencode", "date": "2026-09-29", "source": "X", "community": "@opencode", "text": "weird error from opencode go - ‘insufficient account funds’ but not reached day / week / month limit… something wrong with the service @opencode ? [link]", "link": "https://twitter.com/218144880/status/2104808303889121700"}]}, {"name": "Spend caps and overage toggles not enforced", "definition": "Users set a spend limit, turned overage off, or switched on a 'do not use credits' option, and were still charged more than that limit, or the setting turned itself back on; it does not cover charges where no cap or toggle had been set.", "other": false, "userWeeks": 43, "posts": 48, "agents": [{"id": "cursor", "userWeeks": 24}, {"id": "codex", "userWeeks": 7}, {"id": "claude-code", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "how come @cursor_ai charged me even though i have my monthly additional usage set to $0 once it ran out of the $6 in credits? this is the 2nd time it has done that. the cursor agent view even stopped because additional usage is off. [link]", "link": "https://twitter.com/256855996/status/2111883894996017519"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @elonmusk @spacex what i'm trying to say is, i never set these limits 40, and then $25 limits. these are arbitrary numbers. and then on top of that, i never used any tokens that weren't included in the plan.", "link": "https://twitter.com/949368105523822592/status/2110586460843774167"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "what is this @cursor_ai?\nyou give me this, i set max on-demand spending to $100, and then you just charge me for it? so how do i even use this? i want my money back. [link]", "link": "https://twitter.com/1579024676096991232/status/2109055365744664709"}]}, {"name": "Runaway or background agents spend past limits", "definition": "Agents keep running into paid overage after the user asked them to stop, after the plan limit was reached, or while stuck in retry loops with no session, idle or daily hard stop; it does not cover charges for single requests the user chose to run.", "other": false, "userWeeks": 29, "posts": 31, "agents": [{"id": "cursor", "userWeeks": 11}, {"id": "codex", "userWeeks": 8}, {"id": "claude-code", "userWeeks": 6}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "just came to post the same thing, $400 unauthorized spend on our anthropic account today as a result of this", "link": "https://www.reddit.com/r/opencode/comments/1x8bas3/they_fd_up_breach/phb4ypm/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "great now my agents are using my credits because it doesn't automatically stop anymore", "link": "https://www.reddit.com/r/codex/comments/1wvjdhh/incoming_reset_sol_61_seems_much_faster_now/pdg7r4x/"}, {"agent": "cursor", "date": "2026-09-13", "source": "X", "community": "@cursor_ai", "text": "@ariellecpx @cursor_ai codex and claude stop when you hit the limit, cursor keeps going and bills you for it.", "link": "https://twitter.com/2093334509613912064/status/2099139377112957111"}]}, {"name": "Billed for refused or failed requests", "definition": "Users are charged metered usage for requests that a safeguard blocked, that errored or that produced no usable output, and refunds are refused; it does not cover complaints about output quality on requests that did finish.", "other": false, "userWeeks": 27, "posts": 27, "agents": [{"id": "claude-code", "userWeeks": 20}, {"id": "codex", "userWeeks": 3}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs while i totally get why this was done, so crazy to think you get billed for refused service. strange days.", "link": "https://twitter.com/18863194/status/2103507605541052826"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the billing change is the ops landmine. a retry loop that keeps hitting biology or distillation blocks now burns money on every reject. i'm logging the block category before any auto-retry.", "link": "https://twitter.com/2030438197105491968/status/2103496523707515283"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "how should a doctor ever use claude, always fearful of the chance of hitting their billable gates??\nhow is this justifiable? how can i feel safe doing my medical and biology related research? @lydiahallie @claudedevs @claudeai [link]", "link": "https://twitter.com/438482058/status/2103215043714117788"}]}, {"name": "Purchased or granted credits unusable or vanished", "definition": "Credits the user bought or was given cannot be used to keep working, or disappear during a quota glitch or lockout, and support will not restore them; it does not cover credits that were genuinely consumed by real work at the stated price.", "other": false, "userWeeks": 26, "posts": 29, "agents": [{"id": "cursor", "userWeeks": 7}, {"id": "opencode", "userWeeks": 7}, {"id": "codex", "userWeeks": 6}, {"id": "claude-code", "userWeeks": 4}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@grok @bot @x @cursor_ai you know top up credits are worthless rn. love you bye call me", "link": "https://twitter.com/1252688441759989763/status/2111837851918979423"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "yeah, it's been using up my credits i have from the time i was at pro 200..", "link": "https://www.reddit.com/r/codex/comments/1x7zs7h/usage_sitting_at_0/phc0urj/"}, {"agent": "opencode", "date": "2026-09-22", "source": "X", "community": "@opencode", "text": "hahaha, i once for some reason deposited money into the subscription account @opencode (-go), it turned out that you can only pay for the subscription with a card, and this can only be spent on exceeding limits [link]", "link": "https://twitter.com/89537799/status/2102404154522227103"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 82, "posts": 83, "agents": [{"id": "cursor", "userWeeks": 25}, {"id": "claude-code", "userWeeks": 19}, {"id": "codex", "userWeeks": 16}, {"id": "opencode", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "factory", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "@colinparsonscom @opencode @anomalyco @thdxr yes. they confirmed it in an email. i’m out $65 on my openai account.", "link": "https://twitter.com/1258948276272926732/status/2111465500522029257"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "somehow i need $50 in prepayment to open my billing account, amazing google.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5lk5r/how_to_use_gemini_4_argon_inside_antigravity_on_a/pgvbfqu/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i'm on claude max and fast mode billing as extra usage is the one line i was hoping this post would change", "link": "https://twitter.com/430823545/status/2110827116258611219"}]}]}, "billing.pricing_clarity": {"userWeeks": 1007, "declined": 0, "modes": [{"name": "Usage limits unquantified or falsely called unlimited", "definition": "Pricing pages and docs describe allowances as \"more usage\", \"unlimited\" or \"free\" without publishing any numbers, so users only find the caps when they hit rate limits or quota errors; disclosed limits that users merely think are too low are out.", "other": false, "userWeeks": 185, "posts": 190, "agents": [{"id": "codex", "userWeeks": 73}, {"id": "opencode", "userWeeks": 35}, {"id": "claude-code", "userWeeks": 28}, {"id": "cursor", "userWeeks": 19}, {"id": "devin", "userWeeks": 13}, {"id": "antigravity", "userWeeks": 8}, {"id": "cline", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition i also haven't received much usage information about my devin pro and max. i've always wanted to upgrade to the maximum plan, but they haven't mentioned how much more usage it offers compared to the pro $20 plan, which makes me hesitant to upgrade.", "link": "https://twitter.com/2110945071172554752/status/2111457261952565504"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs good to see code review go ga. for individual max subscribers, could you publish the actual session and weekly allowance per tier? \"5x pro\" is hard to plan a monthly budget around when usage varies by model, effort and features.", "link": "https://twitter.com/1980410713379123200/status/2111141892293382417"}, {"agent": "devin", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "i just find it so hard to commit to pricing that isn't usage-based. like the amount of daily or weekly usage with devin is not transparent at all. it's just a \"trust us you won't hit your limit, when you do it will cost extra\". is this how all other services operate these days?", "link": "https://www.reddit.com/r/cursor/comments/1x4z6gn/moving_to_devin/pghvpjm/"}]}, {"name": "Unclear which models and pools a plan covers", "definition": "Plan text does not make clear which models, products or usage pools are included, whether bundled or stacked subscriptions add up, or whether a \"separate\" limit really draws from the shared weekly quota; unclear prices for a single item are out.", "other": false, "userWeeks": 179, "posts": 193, "agents": [{"id": "cursor", "userWeeks": 60}, {"id": "codex", "userWeeks": 32}, {"id": "claude-code", "userWeeks": 29}, {"id": "opencode", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 14}, {"id": "devin", "userWeeks": 8}, {"id": "copilot", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "the fact that @anthropicai and @claudedevs can't even get it straight that fable does not have separate usage. their usage page will tell you a different story, is it so hard? [link]", "link": "https://twitter.com/39222239/status/2110526845733265623"}, {"agent": "cursor", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "yeah not able to understand the pricing,i downgraded to 20 dollar plan,and i am able to see similar 20 dollar included cursor 20 dollar api", "link": "https://www.reddit.com/r/cursor/comments/1x51s6g/comment/pgpvins/"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@darekgusto @x @cursor_ai these plans are so confusing, but my cursor is renewing tomorrow so i will have to check it out.", "link": "https://twitter.com/723754228238438400/status/2110357500952559797"}]}, {"name": "Advertised model price misstates plan consumption", "definition": "A model is marketed as cheaper, or given a credit multiplier, based on API token prices, but on subscriptions it uses up allowance faster or costs more per task, or speed modes and options like zero data retention quietly raise the cost; complaints about model quality alone are out.", "other": false, "userWeeks": 136, "posts": 143, "agents": [{"id": "codex", "userWeeks": 54}, {"id": "claude-code", "userWeeks": 29}, {"id": "cursor", "userWeeks": 20}, {"id": "opencode", "userWeeks": 20}, {"id": "devin", "userWeeks": 4}, {"id": "kiro", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "\"around 75% less to run\" is a stat about their traffic mix, not about my bill. my requests are the long ones, and an average tells me nothing about those.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x03lg8/introducing_claude_haiku_55_the_cheapest_fastest/peh9pb2/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "i did the math like tibo said, and the usage on the 100 usd plan is now around half of what it was in api equivalent cost. i just spent multiple resets to confirm.\nbut they only mentioned it for the 200 usd plan... they need to be more transparent...", "link": "https://www.reddit.com/r/codex/comments/1wx7v9j/we_are_locking_in/pdv8zzn/"}]}, {"name": "Tier multiplier labels overstate real allowance", "definition": "A plan is sold with a multiplier such as \"5x\" or \"20x\" that applies only to a short session window or one usage pool, so the weekly or total allowance grows much less than the label suggests; complaints that limits were simply lowered with no label involved are out.", "other": false, "userWeeks": 134, "posts": 143, "agents": [{"id": "claude-code", "userWeeks": 58}, {"id": "codex", "userWeeks": 54}, {"id": "opencode", "userWeeks": 11}, {"id": "cursor", "userWeeks": 7}, {"id": "devin", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-08", "source": "X", "community": "@opencode", "text": "@opencode before purchasing the opencode go plus package, check the limits. this is a trap; you are not getting the 4xgo plan by paying $40, they are just calling it plus to sell you the 2xgo for $40. this is nonsense.", "link": "https://twitter.com/1571148109954023424/status/2108084844844728509"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "nothing major, but it was already changed to standard/more yesterday. i guess they can't decide on a naming pattern. how unlike openai.\nplus a banked reset was just added.", "link": "https://www.reddit.com/r/codex/comments/1wtf1e2/pro_account_naming_changed_to_100200_and_reset/"}, {"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "i wasn't worried about that until they also removed the 5/20x wording in the subscription. could've been fine if it was 60x+ priority or whatever, but no, they gotta get shady with it. ", "link": "https://www.reddit.com/r/codex/comments/1ws4dp4/tibo_your_resets_have_no_effect_anymore/pcilezx/"}]}, {"name": "Promotions and resets with hidden conditions", "definition": "Promos, bonus credits, banked resets or bundled grants are advertised without their real terms (time limits, shifted reset dates, allowance cut after the first cycle, \"free\" that is only discounted, coupons never delivered); ordinary changes to the regular price are out.", "other": false, "userWeeks": 130, "posts": 149, "agents": [{"id": "claude-code", "userWeeks": 31}, {"id": "codex", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 23}, {"id": "opencode", "userWeeks": 19}, {"id": "cursor", "userWeeks": 18}, {"id": "devin", "userWeeks": 7}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i used to pay the pro plan, when i bought a pixel phone they offered me the pro plan for free. if i knew it was different i would have chose the paid one. they are really making me so angry. what the fuck are they doing? how can you be so disrespectful??? fucking assholes", "link": "https://www.reddit.com/r/google_antigravity/comments/1x708ez/gemini_4_argon_now_available_on_paid_google_ai_pro/ph27tvs/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "this is bullshit! i bought the $1200 pixel because it came with a pro plan. now you're telling me it's not really a pro plan? pro-light?\nyou lost a pixel customer, google! [u/sounddr]([link])", "link": "https://www.reddit.com/r/google_antigravity/comments/1x708ez/gemini_4_argon_now_available_on_paid_google_ai_pro/ph0lenz/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@marcoswilsonon @antigravity nah, they still treat the student as \"not pro\" even though the plan states as google ai pro. [link]", "link": "https://twitter.com/1772668266588053504/status/2111150014252662805"}]}, {"name": "Docs, dashboard and invoice figures disagree", "definition": "Prices, quotas or charges are different across pricing pages, docs, in-app usage dashboards and invoices, are missing for newly released models, point to page sections that do not exist, or appear as duplicated, confusing line items; a price that is stated the same everywhere but feels too high is out.", "other": false, "userWeeks": 97, "posts": 101, "agents": [{"id": "codex", "userWeeks": 30}, {"id": "opencode", "userWeeks": 28}, {"id": "cursor", "userWeeks": 16}, {"id": "claude-code", "userWeeks": 14}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai judging by other comments on this post, looks like a botched launch from the team here … also i’ve been using cursor ultra for over 18 months and have no idea how to read or understand this new pricing", "link": "https://twitter.com/493751950/status/2109918742239207678"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "already did. it says to topup credits... i don't understand this company lol", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1soex/how_to_use_the_api_credits/pewd5z3/"}, {"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai can we directly see the context size and estimated cost of the next request in the chat? when crossing the line of 100,000 tokens, it's hard to realize that the pricing tier has changed just by looking at the model name.", "link": "https://twitter.com/3107805112/status/2108502158639526109"}]}, {"name": "Upgrade, proration and renewal terms not shown", "definition": "The billing flow does not make clear how upgrades, downgrades, annual renewals, proration, waiting periods or required acceptance of new terms will affect charges, which leads to surprise payments or lost prepaid amounts; failed refunds that are only a support problem are out.", "other": false, "userWeeks": 70, "posts": 76, "agents": [{"id": "cursor", "userWeeks": 35}, {"id": "codex", "userWeeks": 16}, {"id": "claude-code", "userWeeks": 10}, {"id": "copilot", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-01", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai, your billing policies are as clear as mud. if i have used my entire month's credits and i upgrade my plan today to the $60 per month plan, will those new credits expire in 5 days, which happens to be my next billing date? if so, this needs to be more explicit!", "link": "https://twitter.com/2066215726936207360/status/2105672320891473941"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "they don’t make it as clear as i would like. in fact, the email subject is a generic “updates to your pro plan” and they bury the lead with an euphemistic “adjusting the usage allowance” phrase.", "link": "https://www.reddit.com/r/codex/comments/1wtlqlq/official_email_on_pro_20x_changes/pcvbnzb/"}]}, {"name": "Regional currency pricing inconsistent with dollar price", "definition": "Prices outside the US are converted 1:1 or inconsistently across tiers (for example $200 billed as €200 while other tiers follow the exchange rate), or regional prices change without explanation; differences that are only VAT and are clearly disclosed are out.", "other": false, "userWeeks": 41, "posts": 44, "agents": [{"id": "codex", "userWeeks": 27}, {"id": "claude-code", "userWeeks": 8}, {"id": "cursor", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "actually we are paying more on the 200€ subscription... 200$ != 200€. the 100$ and 500$ are fx indexed but not the 200$ one.", "link": "https://www.reddit.com/r/codex/comments/1wz0m4z/are_we_europeans_missing_out_in_the_latest_update/pe7jg6q/"}, {"agent": "cursor", "date": "2026-10-02", "source": "X", "community": "@cursor_ai", "text": "@rainnystone @nima_owji do not buy annual subscription now. just keep it monthly till they solve this mess in different accounts and pricing. @bot @cursor_ai @xai @xfreeze", "link": "https://twitter.com/939963120461799424/status/2105826893232496839"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 76, "posts": 79, "agents": [{"id": "codex", "userWeeks": 29}, {"id": "claude-code", "userWeeks": 14}, {"id": "cursor", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 7}, {"id": "devin", "userWeeks": 5}, {"id": "opencode", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "same but forget usage it’s the fact i don’t have to be coming to this sub every day just to see the latest tibo tweets just to figure out what my weekly work flow is gonna look like. ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf8tkzs/"}]}]}, "billing.subscription_portability": {"userWeeks": 514, "declined": 0, "modes": [{"name": "Subscription restricted to vendor's own client", "definition": "The vendor's terms or enforcement allow a paid plan only in its own app or CLI, and using it in third-party harnesses is forbidden or risks an account ban; this excludes harnesses that simply haven't built support yet.", "other": false, "userWeeks": 123, "posts": 125, "agents": [{"id": "claude-code", "userWeeks": 46}, {"id": "antigravity", "userWeeks": 26}, {"id": "codex", "userWeeks": 14}, {"id": "opencode", "userWeeks": 12}, {"id": "pi", "userWeeks": 11}, {"id": "amp", "userWeeks": 7}, {"id": "cursor", "userWeeks": 5}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-13", "source": "X", "community": "@pidotdev", "text": "if @anthropicai allows third parties to use your claude code subscription then why am i still running into problems with @pidotdev? [link]", "link": "https://twitter.com/1705180711756701696/status/2109840612971438539"}, {"agent": "antigravity", "date": "2026-10-12", "source": "Reddit", "community": "r/google_antigravity", "text": "the models are fine, it's just antigravity that sucks. it's a shame google banned use of oauth outside their apps. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x33an3/unpopular_opinion_90_of_the_hate_toward_google/pfdn99n/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "not that much if you already have a setup where you (can) run parallel sessions. \n \nalso using claude sub in herdr through other harness is a bit risky because anthropic isn't exactly clear if that's ok or not.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x18t52/just_fucking_love_herdr/peutsvj/"}]}, {"name": "Third-party harness lacks subscription sign-in support", "definition": "An agent or IDE offers no way to link a subscription the user already pays for (for example, an editor that won't accept an OpenAI or Claude plan), even when the vendor doesn't forbid it; this excludes vendor-imposed bans.", "other": false, "userWeeks": 74, "posts": 78, "agents": [{"id": "amp", "userWeeks": 21}, {"id": "cursor", "userWeeks": 9}, {"id": "claude-code", "userWeeks": 8}, {"id": "pi", "userWeeks": 8}, {"id": "factory", "userWeeks": 7}, {"id": "codex", "userWeeks": 6}, {"id": "zed", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}], "examples": [{"agent": "cursor", "date": "2026-10-12", "source": "X", "community": "@cursor_ai", "text": "@krystiangebis @cursor_ai cursor still forces you to use their harness &amp; subscription\nthe best solution for cloud agents is cloudroom, which lets you use any model, any harness, any subscription", "link": "https://twitter.com/1648699406760255488/status/2109507828822204477"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity let people use the subscription outside of the native harness as well. would instantly make me subscribe.", "link": "https://twitter.com/1053130099086618624/status/2107443046862278810"}]}, {"name": "Sister products with separate, non-unified plans", "definition": "Products owned by the same company or linked together (such as an IDE and a chatbot after a merger, or a chat app and a coding agent) need separate subscriptions or accounts, with usage, credits, or upgrades that can't be shared or merged; this excludes plans from unrelated vendors.", "other": false, "userWeeks": 59, "posts": 63, "agents": [{"id": "cursor", "userWeeks": 40}, {"id": "codex", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 6}, {"id": "claude-code", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@brianroemmele today is day 3 that i am locked out of my grok @bot because @x is not sharing my premium+ subscription with @cursor_ai. very frustrating and apparently nobody can fix it.", "link": "https://twitter.com/1734426860606701568/status/2110558000801067256"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai i wish we could have used it with the new x premium pass - like it was before with standalone cursor sub.", "link": "https://twitter.com/1013749216387256322/status/2110221339453964393"}, {"agent": "cursor", "date": "2026-10-13", "source": "X", "community": "@cursor_ai", "text": "@journeydeck @x @grok @bot @elonmusk @cursor_ai same here. i understand the complexity of linking independent systems, but it sucks when you're on the receiving end of it", "link": "https://twitter.com/14487046/status/2109860406735016373"}]}, {"name": "Connected subscription bills credits, not plan quota", "definition": "A user signs in with their subscription inside another tool, but usage is charged as API, pay-as-you-go, or top-up credits instead of drawing on the plan's included allowance; this excludes cases where the sign-in itself fails.", "other": false, "userWeeks": 54, "posts": 55, "agents": [{"id": "claude-code", "userWeeks": 14}, {"id": "devin", "userWeeks": 9}, {"id": "codex", "userWeeks": 8}, {"id": "amp", "userWeeks": 7}, {"id": "opencode", "userWeeks": 6}, {"id": "cursor", "userWeeks": 5}, {"id": "pi", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-18", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition there is a bug with the gpt subscription. sometimes, using gpt fails directly and consumes the quota, possibly limited to using the gpt subscription only.", "link": "https://twitter.com/2098049380192583680/status/2111635796671463565"}, {"agent": "cursor", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "when i found out i could connect zed to my claude pro subscription without triggering api costs cursor got uninstalled.\ni want model agnostic ide so i can choose my model provider without ux locking.", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgshzm4/"}, {"agent": "amp", "date": "2026-10-14", "source": "X", "community": "@AmpCode", "text": "amp gives me a new coding experience, but why does it still incur costs when i use my own subscription and runner? @ampcode [link]", "link": "https://twitter.com/2293726776/status/2110193950162383317"}]}, {"name": "Multiple subscriptions or accounts can't be pooled", "definition": "Users can't combine several subscriptions, or switch between accounts for different clients, inside one session or harness, which forces manual juggling across apps; this excludes cases where only a single subscription is involved.", "other": false, "userWeeks": 50, "posts": 55, "agents": [{"id": "codex", "userWeeks": 15}, {"id": "cursor", "userWeeks": 11}, {"id": "claude-code", "userWeeks": 10}, {"id": "amp", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 4}, {"id": "opencode", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-02", "source": "X", "community": "@cursor_ai", "text": "@dannypostma @cursor_ai i gave up mapping the grok x cursor stack. three invoices one brain", "link": "https://twitter.com/1963259202735927298/status/2105930645436518661"}, {"agent": "cursor", "date": "2026-10-02", "source": "X", "community": "@cursor_ai", "text": "grok/x/@cursor_ai billing so confusing\ni have supergrok heavy and x premium yet cursor is on free plan. how does one consolidate this?? [link]", "link": "https://twitter.com/197785542/status/2105812238103917052"}, {"agent": "devin", "date": "2026-09-29", "source": "X", "community": "@cognition", "text": "@cognition my weekly quota is out but i can't switch to use my chatgpt plan to continue. [link]", "link": "https://twitter.com/111798977/status/2105008638377205770"}]}, {"name": "Plan cannot be used as a general API", "definition": "A subscription comes with no API key or general-purpose endpoint, so it can't power scripts, proxies, or arbitrary clients outside the supported ones; this excludes cases where a specific named harness is blocked.", "other": false, "userWeeks": 46, "posts": 46, "agents": [{"id": "claude-code", "userWeeks": 12}, {"id": "opencode", "userWeeks": 10}, {"id": "codex", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 5}, {"id": "cursor", "userWeeks": 4}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@reinierbutot did we last time talk about opencode go sub or was that something else? i don't remember. opencode sub apparently cannot be used in codex app which sucks.", "link": "https://twitter.com/42859747/status/2111371655960498309"}, {"agent": "cline", "date": "2026-10-15", "source": "X", "community": "@cline", "text": "wanted to use my $9.99 clinepass subscription directly inside opencode and custom scripts instead of being locked to a single client. so i reversed the protocol and built clinepass bridge a local proxy that turns @cline api into a drop-in openai compatible endpoint \nlinked down", "link": "https://twitter.com/1956608648840429568/status/2110824520886129097"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@jawadmakes @opencode yes same\nopencode's api key cannot be used outside of opencode :/", "link": "https://twitter.com/2012949736249344000/status/2110095910822932510"}]}, {"name": "Previously working subscription integration suddenly breaks", "definition": "A subscription that used to work in an outside harness stops working, through revoked access, auth failures, or quiet policy changes, often with little or no warning; this excludes integrations that never worked.", "other": false, "userWeeks": 38, "posts": 39, "agents": [{"id": "claude-code", "userWeeks": 8}, {"id": "opencode", "userWeeks": 8}, {"id": "amp", "userWeeks": 7}, {"id": "pi", "userWeeks": 6}, {"id": "cursor", "userWeeks": 4}, {"id": "codex", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "well they just took the agent sdk off sub so don't be sucking their dick just yet. i'm pretty mad about this given it's what my whole fucking custom harness is based on, and i'm sure many other peoples.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x14awk/maybe_the_mods_here_wont_get_so_butthurt_like_the/peqb521/"}, {"agent": "pi", "date": "2026-10-08", "source": "X", "community": "@pidotdev", "text": "@mitsuhiko sorry to mention this heere but pi 1.1 is not being aboe to use codex subscription even when 100 % limit is available @pidotdev", "link": "https://twitter.com/782506791657582592/status/2108346350291268084"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "they fucked up with the agents sdk lmao. we basically can't use anymore anything other than claude code. if u are happy good for you.\n[[link]", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x03lg8/introducing_claude_haiku_55_the_cheapest_fastest/pehc4ge/"}]}, {"name": "Extra paid tier required to use existing subscription", "definition": "A harness makes users buy its own paid plan, or keep a subscription active, before they can connect an outside subscription or spend credits they already have; this excludes integrations that are free to set up but bill per use.", "other": false, "userWeeks": 24, "posts": 25, "agents": [{"id": "cursor", "userWeeks": 8}, {"id": "devin", "userWeeks": 4}, {"id": "codex", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "claude-code", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-10", "source": "X", "community": "@cognition", "text": "@cognition damn, are you an idiot? does the link still require a devin membership? am i brain-dead? use your harness? do you think your harness is outstanding?", "link": "https://twitter.com/2015715504904933376/status/2108847727673323857"}, {"agent": "cursor", "date": "2026-10-08", "source": "X", "community": "@cursor_ai", "text": "@elonmusk @brianroemmele @grok @bot @cursor_ai can't use team bots without cursor sub either", "link": "https://twitter.com/875191517039558656/status/2108054269891162566"}, {"agent": "amp", "date": "2026-09-23", "source": "X", "community": "@AmpCode", "text": "@sqs @purefunctor @ampcode @sqs can i also get this private beta setting? i'm in the same shoes as justin, claude sdk / subscription is the only thing holding me back from full amp/orb usage\n(i already use the claude cli workaround but it's a bit clunky)", "link": "https://twitter.com/2000470921329709056/status/2102730076936942058"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 54, "posts": 56, "agents": [{"id": "claude-code", "userWeeks": 16}, {"id": "codex", "userWeeks": 13}, {"id": "devin", "userWeeks": 6}, {"id": "opencode", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 5}, {"id": "amp", "userWeeks": 3}, {"id": "cursor", "userWeeks": 3}, {"id": "pi", "userWeeks": 2}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition the teams version of chatgpt actually cannot use devin, please solve it quickly.", "link": "https://twitter.com/2109578112971444224/status/2111383783689879735"}, {"agent": "devin", "date": "2026-10-16", "source": "X", "community": "@cognition", "text": "@laz01l @markfenner i’m in the same boat. i don’t understand why we can’t use our chatgpt account or free models when the week or daily usage is out. @devindevelopers @cognition", "link": "https://twitter.com/2096422608065413122/status/2111084232504123791"}, {"agent": "opencode", "date": "2026-10-15", "source": "X", "community": "@opencode", "text": "@jayqinqt @opencode uh. do you know how to use open code go in pi? i just don't understand why flash free can only be used in open code agent. confusing behavior.", "link": "https://twitter.com/1580473393589387264/status/2110756358664700302"}]}]}, "context.attachments": {"userWeeks": 178, "declined": 0, "modes": [{"name": "Drag-and-drop or upload of files fails", "definition": "Dragging, dropping, picking or uploading a file into the chat does nothing, hangs, errors, or works only intermittently, even though the product claims to support it; this excludes file types the product never claims to accept.", "other": false, "userWeeks": 36, "posts": 36, "agents": [{"id": "antigravity", "userWeeks": 12}, {"id": "claude-code", "userWeeks": 9}, {"id": "cursor", "userWeeks": 6}, {"id": "codex", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "its really annoying codex is not usable rn it cant even open attachments..", "link": "https://www.reddit.com/r/codex/comments/1x0m7w0/anyone_else_unable_to_run_delegated_dotcodex/pels0ji/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity it seems that you cannot directly paste file documents into the chat box.", "link": "https://twitter.com/2099645135646543872/status/2107472221837074772"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "i'm a max 5x subscriber. when this was happening, i could prompt with text but i couldn't upload anything.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wtbzqe/some_animals_are_more_equal_than_others/pd452a6/"}]}, {"name": "Poor understanding of attached visuals", "definition": "The model reads the image or document but gets it wrong: it hallucinates objects, misreads text, misses visual bugs, or infers instead of transcribing from PDFs and tables; this excludes cases where the content never reached the model.", "other": false, "userWeeks": 28, "posts": 30, "agents": [{"id": "codex", "userWeeks": 13}, {"id": "claude-code", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "they both look good at first glance, but are wrong on most details. experienced the same thing in my own workflow, i think the vision stack has low information rate compared to human vision.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5mnrd/opus_55_orchestrating_gpt6_astra_vs_gemini_4/pguxqyk/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "\\> i am back in 2024 kind of stupid\ni thought it was just me, he literally can't interpret even a simple pdf now ... i think the last time i had this problem was around 2024", "link": "https://www.reddit.com/r/codex/comments/1wyhcvo/speed_got_better_report_yours/pe2x3wz/"}, {"agent": "opencode", "date": "2026-09-17", "source": "X", "community": "@opencode", "text": "@opencode\ni just pasted an actually clear image into opencode, and the image preview showed me this... is it supposed to look like that? i don't think i found an image preview compression option... [link]", "link": "https://twitter.com/1981785405856133120/status/2100635688269946999"}]}, {"name": "Attachment type not accepted", "definition": "The product refuses whole input kinds the user needs, such as video, audio, PDF, SVG, zip, markdown/HTML, plain-text extensions or linked cloud documents, or turns them into a crude substitute like extracted frames or text; it excludes cases where the type is supported but the upload breaks.", "other": false, "userWeeks": 27, "posts": 31, "agents": [{"id": "antigravity", "userWeeks": 16}, {"id": "opencode", "userWeeks": 5}, {"id": "codex", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "claude-code", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "i need the @antigravity team to add support for viewing pdf and docx files in version 2.0. opening a document and only seeing unreadable binary code is a headache.", "link": "https://twitter.com/2098008889190973445/status/2110383049469026473"}, {"agent": "antigravity", "date": "2026-10-01", "source": "X", "community": "@antigravity", "text": "can anyone at @antigravity or @googledeepmind explain to me why in todays age we cannot drag and drop .md or html files into the gui prompt box? \nit's crazy to think this is a treat or an issue. [link]", "link": "https://twitter.com/235475385/status/2105690046552535218"}, {"agent": "pi", "date": "2026-09-22", "source": "X", "community": "@pidotdev", "text": "@pidotdev i am testing out @xiaomimimo v2.6 pro\nit's an omni model so i would have liked it to be able to read the audio file with my spoken words, and understand those.\nit didn't know how to do it", "link": "https://twitter.com/136317670/status/2102386202003280152"}]}, {"name": "Clipboard image paste unsupported or broken", "definition": "The user cannot paste a screenshot or image from the clipboard into the prompt (common in terminal, CLI, remote or container setups), and has to save the file and type its path; drag-and-drop failures and file-picker gaps are not included here.", "other": false, "userWeeks": 27, "posts": 32, "agents": [{"id": "codex", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 7}, {"id": "claude-code", "userWeeks": 5}, {"id": "pi", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "and here i can't even copy paste an image in the claude terminal in powershell on windows.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x34qj4/claude_code_now_shows_images_and_videos_in_the/pfj63ri/"}, {"agent": "opencode", "date": "2026-10-07", "source": "X", "community": "@opencode", "text": "@qtnx_ @jeanmalod @mistralai @opencode ctrl + v and alt + v do not allow you to copy and paste an image in the terminal, why?", "link": "https://twitter.com/262764995/status/2107823004185182493"}, {"agent": "conductor", "date": "2026-09-29", "source": "X", "community": "@conductor_build", "text": "can’t believe @conductor_build still doesn’t allow pasting images in input. when?", "link": "https://twitter.com/3050805326/status/2104873163351904749"}]}, {"name": "Selected model or route lacks vision", "definition": "Images are rejected or ignored because the chosen model, provider route or harness integration has no multimodal input enabled, even when the underlying model or API supports it; this excludes models that accept images but read them poorly.", "other": false, "userWeeks": 20, "posts": 20, "agents": [{"id": "factory", "userWeeks": 5}, {"id": "codex", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "kiro", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cline", "date": "2026-10-09", "source": "Reddit", "community": "r/CLine", "text": "how binding is your cline pass subscription to deepseek harness? i tried to use deepseek harness with the cline api but it doesn't accept images, so it wasn't useful for me. does it accept images for you?", "link": "https://www.reddit.com/r/CLine/comments/1x0pfqy/cline_vs_deepseek_harness/pewodfn/"}, {"agent": "opencode", "date": "2026-09-16", "source": "Reddit", "community": "r/opencode", "text": "anybody else noticed this?\nusing opencode and dsh both, but when i try with oc go subscription on either harness ds4.1 flash refuses image input, however it works trough official deepseek api.\nthis started happening after the outage a few days ago", "link": "https://www.reddit.com/r/opencode/comments/1wi9r41/deepseek_v41_flash_no_vision_on_opencode_go_plan/"}, {"agent": "opencode", "date": "2026-09-11", "source": "X", "community": "@opencode", "text": "hmm maybe no vision when routed differently? ¿when i was using it from @opencode it couldn’t read or parse any of my screens without workarounds so much so i had to pair it with the actual visual exp model from a couple weeks ago. [link] this is using deepseek harness", "link": "https://twitter.com/2039447414726127616/status/2098505421279363457"}]}, {"name": "Attachment size, count and resolution limits", "definition": "Hard caps on file size, number of images per message or request, or forced downscaling and compression block or degrade the input, including errors on large PDFs or images; this excludes token waste from resending attachments.", "other": false, "userWeeks": 16, "posts": 16, "agents": [{"id": "antigravity", "userWeeks": 4}, {"id": "claude-code", "userWeeks": 4}, {"id": "codex", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-09", "source": "X", "community": "@antigravity", "text": "antigravity only lets you send 5 images at a time to the model\nkind of annoying.\n@antigravity [link]", "link": "https://twitter.com/1664269804558229509/status/2108653442227159332"}, {"agent": "antigravity", "date": "2026-10-02", "source": "X", "community": "@antigravity", "text": "@antigravity 3. i wish you would actually use the software yourselves before releasing it—i strongly suspect that even you are using chatgpt or claude instead. 4. i tried using it today to process a pdf, only to find a 10mb file size limit. that is unbelievable.", "link": "https://twitter.com/2000360268355022848/status/2105930818363576377"}, {"agent": "claude-code", "date": "2026-09-17", "source": "X", "community": "@ClaudeDevs", "text": "why can i still only attach 5 images to claude code but 20 images in normal chat ? it’s 2026 @claudeai @claudedevs just let me have 20 for early , but also there’s no reason to actually have a limit on anything , just queue them , if i add 20 i literally say there will be more", "link": "https://twitter.com/860967132489801728/status/2100684652390330432"}]}, {"name": "Attached content silently not read", "definition": "The attachment looks accepted and linked, but the model never actually reads it (unread PDFs, zipped documents, linked chats, files visible but not readable to the model), and it may answer as though it had; this excludes misreading content it did read.", "other": false, "userWeeks": 8, "posts": 8, "agents": [{"id": "codex", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "codex also fails to read chatgpt web chats when you try to \"attach\" the chat via the + button. even though it appears the chat is linked, the model can never read it. i always have to download the entire chat as a .md file to attach it manually.", "link": "https://www.reddit.com/r/codex/comments/1wwnxub/dots_is_sooo_frustrating_omg/pdncz01/"}, {"agent": "codex", "date": "2026-09-20", "source": "Reddit", "community": "r/codex", "text": "i've attached a zip with 50 research documents inside it... astra 6 pro answered in less than a minute. it didnt even analyze any of the documents. it wasted so many weekly messages just to repeat the same thing to analyze. then in the end it just answer \"you were right. the previous response did not analyze the supplied documents deeply enough.\"... deeply enough right... not even analyze anything.", "link": "https://www.reddit.com/r/codex/comments/1wlj35d/my_ai_has_developed_autism/pazyyrj/"}]}, {"name": "Attachments resent and bloating context", "definition": "Images or documents already in the conversation are sent again with every request or re-read each turn, which burns quota, fills the context window and causes errors or stalled sessions.", "other": false, "userWeeks": 5, "posts": 5, "agents": [{"id": "codex", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}], "examples": []}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 14, "posts": 14, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 3}, {"id": "codex", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}], "examples": []}]}, "context.clarifying_questions": {"userWeeks": 195, "declined": 0, "modes": [{"name": "Guessing through ambiguous requirements instead of asking", "definition": "The agent meets a vague or underspecified request, or an open product or design decision (which algorithm, what 'improved' means, cache freshness), and quietly picks an interpretation and builds it instead of raising the question; this does not cover being blocked by missing access or files, which is a separate mode.", "other": false, "userWeeks": 68, "posts": 68, "agents": [{"id": "claude-code", "userWeeks": 29}, {"id": "codex", "userWeeks": 23}, {"id": "antigravity", "userWeeks": 7}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "to be fair claude should just outright deny working in environments where there are no definitive specs. instead it tries to guess and there’s no indication it is working poorly other than after a few days", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x96vua/opus_55_is_sabotaging_my_work/phitxq4/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "i'm also starting to see some of the usual opus 5 slip ups today:\ntwo caveats...\none gap...\none choice i made without asking...\none caveat...\none note....\nthat's all within the same conversation (not a long one).\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x470at/theory_on_opus_55_language_degradation/pgd1dzu/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "claude has no context for \"who\" astra is. it just assumed it was a person. 🤷♂️", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzjowr/opus_55_thinks_gpt6astra_is_a_she/pecpnhb/"}]}, {"name": "Unnecessary questions on clear or discoverable matters", "definition": "The agent stops to ask about things the task already settles, things it could check itself in the repo or environment, obvious yes/no confirmations, unlikely edge cases, or details the user has already answered, which stalls the work; this does not cover questions that are needed but badly worded.", "other": false, "userWeeks": 48, "posts": 49, "agents": [{"id": "codex", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 18}, {"id": "opencode", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/vibecoding", "text": "a mac mini in the corner running a bunch of claude code agents headless for my side businesses, plus a little dashboard on my phone where they ask me stuff. the agents were the easy part. getting them to stop asking me things was the hard part", "link": "https://www.reddit.com/r/vibecoding/comments/1wvbo1y/what_are_yall_currently_working_on/pde3hgs/"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "if only claude was not so trigger happy with questions - anything out of auto-mode is useless for real work", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wsdwf7/recent_rampant_classification_failiures/pckq3ep/"}]}, {"name": "Poorly framed or unanswerable clarification prompts", "definition": "When the agent does ask, the question has no context, offers absurd or loaded options, won't take a free-text answer or follow-up discussion, or is buried in long prose where the user misses it; this does not cover whether asking was justified in the first place.", "other": false, "userWeeks": 27, "posts": 28, "agents": [{"id": "claude-code", "userWeeks": 13}, {"id": "codex", "userWeeks": 8}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": []}, {"name": "Asking but proceeding without the answer", "definition": "The agent asks a question and then keeps working, times out and picks a default, treats the question as declined, or answers it itself (even role-playing the user), so the user's answer comes too late or is never used; this does not cover agents that never ask at all.", "other": false, "userWeeks": 21, "posts": 22, "agents": [{"id": "codex", "userWeeks": 12}, {"id": "claude-code", "userWeeks": 6}, {"id": "opencode", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-02", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openaidevs codex cli answered completely incorrectly because while i was writing an answer to the question it asked me, it assumed an answer. i hadn't ignored the question, i was there, typing. pls fix.", "link": "https://twitter.com/19594635/status/2105980611865588152"}, {"agent": "codex", "date": "2026-09-25", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "why does the codex app ask questions in non-plan mode without blocking? there's no time to answer before it just goes with the default recommendation. so what the hell is the point of asking?", "link": "https://twitter.com/1901648131630280704/status/2103484594670784986"}, {"agent": "codex", "date": "2026-09-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openaidevs codex cli (astra medium) asking/showing questions then proceed without the answer from the user is such an unhinged behaviour.\nwhy bother asking if you don't even care about/use the answer? [link]", "link": "https://twitter.com/15422568/status/2097214644758925461"}]}, {"name": "Executing when the user only asked or planned", "definition": "The agent treats a question, a discussion or a planning conversation as an order to act and starts writing code, creating repos or making changes before checking whether the user wants it to; this does not cover implementation the user actually requested.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "claude-code", "userWeeks": 4}, {"id": "codex", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-06", "source": "Reddit", "community": "r/ChatGPTPro", "text": "ok. yeah i feel like codex is just trying to get to the point of doing the job instead of thinking through the work and co-working with me.", "link": "https://www.reddit.com/r/ChatGPTPro/comments/1w93juf/chatgpt_chat_for_planning_vs_codex/p87jqza/"}, {"agent": "cursor", "date": "2026-09-09", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai feedback:\ncursor shouldn’t start coding when i’m just planning, asking questions, or trying to understand how something would be done.\nthis is a big problem. it should ask first before writing code or creating a repo.\ni asked a simple question, stepped away while it was thinking, and came back to find it already creating a repo and writing code. that’s really frustrating.", "link": "https://twitter.com/1741145568125272064/status/2097591703825985787"}]}, {"name": "Improvised workarounds when blocked on missing inputs", "definition": "The agent lacks something only the user can easily supply, such as a key, credential, unreachable link, unreadable file or unknown skill, and instead of saying what is missing it escalates through scraping, probing, reimplementing or guessing; this does not cover ambiguity about what the user wants.", "other": false, "userWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "userWeeks": 4}, {"id": "codex", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "can we trade ? getting claude to ask a question is like trying to get a toddler to eat his veggies. it will do litterally anything (search the web, launch explore agents, write probe scripts, hallucinate something) rather than ask something i could answer in two sentences. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wd2738/claude_dynamic_workflow_is_very_cool/p92vu0r/"}, {"agent": "cursor", "date": "2026-09-07", "source": "X", "community": "@cursor_ai", "text": "giant flaw #2 in @cursor_ai specifically to grok 4.6.\ni should not need to explain to your \"frontier\" model that \"if you don't recognize a certain skill or command, please do not try to infer it from random files on my hard drive\".\njust say \"can't find that skill\". too hard?", "link": "https://twitter.com/15436048/status/2097095587506077740"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeAI", "text": "yes i'm doing same thing right now, i noticed claude code is working from some hours but almost hitted the limit of 5 hours, but i'm noticing that compared to chatgpt is working as professional, and don't exit outside the prompt i gave, and noticed a thing at first while codex immediately started the project without warn me of the problem", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x3bc1l/convince_me_to_switch_from_chatgptcodex_to_claude/pfaowo3/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "userWeeks": 5}, {"id": "codex", "userWeeks": 4}, {"id": "devin", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}], "examples": []}]}, "context.codebase_retrieval": {"userWeeks": 373, "declined": 0, "modes": [{"name": "Over-reading the repository on small tasks", "definition": "The agent reads far more files, or much bigger files, than a small or narrow task needs: scanning whole directories, dumping huge files, generated files or build logs into context, or running floods of ls/grep calls, which burns tokens and context; repeat reads of content it already has belong to the re-reading mode.", "other": false, "userWeeks": 80, "posts": 85, "agents": [{"id": "antigravity", "userWeeks": 26}, {"id": "claude-code", "userWeeks": 18}, {"id": "codex", "userWeeks": 14}, {"id": "cursor", "userWeeks": 7}, {"id": "opencode", "userWeeks": 6}, {"id": "pi", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "this is definitely a major issue. like even 6 month old models will look in a certain place if you tell them.\nbut not gemini, it'll scan your whole api code when you just needed a simple ui fix.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgsipn/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "planning burns the most because claude code globs and reads half the repo first. point it at the files you mean with @ and the same plan goes much further.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0qzhc/max_plan_worth_the_price/pena1h0/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "all documentation files are written and organized to be readable to me so i would never throw them away. \nnonetheless, i tried the thrick by curiosity and it was terrible. the ai either make wrong assumption or need to read too much files to understand a task.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzv0bj/to_those_tho_threw_away_all_their_markdown_files/pei7g76/"}]}, {"name": "Skipping code needed for the task", "definition": "The agent reads too little, for example a few lines through truncated reads or none at all, and then guesses, missing existing helpers, patterns, earlier decisions or relevant files, so it gives wrong answers or duplicates code; reading too much is out.", "other": false, "userWeeks": 68, "posts": 71, "agents": [{"id": "claude-code", "userWeeks": 32}, {"id": "codex", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 5}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "in my experience it goes what it deems the most likely and easiest to use for a given task, rarely checks what is available.\nthis is even more so, when you are not enforcing dry.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6ppke/do_you_let_claude_code_choose_libraries_and/pgxcffq/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "cool, so it tells me my subagent read 180 lines of a 1323 line file and still got it wrong", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzi6m4/slashcoverage_see_which_files_each_claude_code/pebx394/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @claudedevs -- why does claude do this? i mean, by default, it doesn't actually read anything and just uses memory?! disgusted. [link]", "link": "https://twitter.com/1383925554907209728/status/2107500131973312776"}]}, {"name": "Repository not reachable or not indexed", "definition": "The agent or product cannot see the user's code at all or sees only part of it: the web chat has no repo access, GitHub sync is missing, the repo is over the size limit, indexing stalls, file tools fail on WSL or local paths, folders are invisible, or multiple repos are not supported; poor search choices when access works are out.", "other": false, "userWeeks": 57, "posts": 57, "agents": [{"id": "codex", "userWeeks": 21}, {"id": "claude-code", "userWeeks": 12}, {"id": "cursor", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "same for me.. even for simple tasks it is often not able to find the file in the current sandbox and asks me for permission to edit the file via absolute path from outside the sandbox", "link": "https://www.reddit.com/r/codex/comments/1x1v7vk/luna_calling_out_61_sol_for_trying_to_cheat/pf52onu/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "thanks i have done that through settings i assume its the same thing? but that still doesn’t solve the issue that i can’t see any of my other repos🥲 apparently the new projects in beta is solving this?", "link": "https://www.reddit.com/r/codex/comments/1wvffy9/you_dont_know_what_u_had_till_u_lose_it_i_didnt/pdbrva8/"}, {"agent": "antigravity", "date": "2026-09-27", "source": "X", "community": "@antigravity", "text": "@silas[phone] @antigravity @officiallogank and also the issue where it keeps telling you folders don't exist, which are the project folder.", "link": "https://twitter.com/1222023926123040768/status/2104049296626565207"}]}, {"name": "Brute-force text search instead of structured retrieval", "definition": "The agent falls back to repeated raw grep, glob or full-file reads instead of using an available index, code graph, LSP or semantic search tool, or such tools return noisy or truncated results that force full-file reads; cases where no repository access exists at all are out.", "other": false, "userWeeks": 48, "posts": 54, "agents": [{"id": "claude-code", "userWeeks": 16}, {"id": "codex", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 7}, {"id": "cursor", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "pi", "userWeeks": 4}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "true, it ran 10 grep commands just to read a ts file with 500 lines, and only stop when i specifically told it to use analyze file", "link": "https://www.reddit.com/r/google_antigravity/comments/1x0u1lt/how_it_feels_using_38_flash/penwnva/"}, {"agent": "codex", "date": "2026-09-22", "source": "Reddit", "community": "r/codex", "text": "for feedback it surely reduces overhead, the problem is when it tries to find references, if the tool output isn't formatted correctly to include code snippets the model will go and read the hole file ", "link": "https://www.reddit.com/r/codex/comments/1wb0mi7/do_lsps_improve_agentic_coding_agents/pbc31yn/"}]}, {"name": "Re-reading content already in context", "definition": "The agent reads the same files or lines again, or re-explores the repo for information it already gathered earlier in the session or in a file it just created, when nothing has changed; a first-time read that is merely too broad belongs to the over-reading mode.", "other": false, "userWeeks": 33, "posts": 37, "agents": [{"id": "claude-code", "userWeeks": 12}, {"id": "antigravity", "userWeeks": 9}, {"id": "codex", "userWeeks": 8}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "text": "welcome to a shitty harness that'll read a file over 10 times before implementing anything", "link": "https://www.reddit.com/r/google_antigravity/comments/1wxognt/gone_in_a_flash/pdzl7nw/"}, {"agent": "antigravity", "date": "2026-09-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i mean it's confusing to use these model, the past iteration changes/files the agent reads again and again! i am looking to add some graphify kind of tool/mcp but couldn't able to find to this ", "link": "https://www.reddit.com/r/google_antigravity/comments/1whnh0m/which_antigravity_model_do_you_actually_use_for/pa8rxo4/"}, {"agent": "codex", "date": "2026-09-14", "source": "Reddit", "community": "r/codex", "text": "it is a problem, i have external controls because the codex log shows repo discovery happends way to often when the data is already in the context.", "link": "https://www.reddit.com/r/codex/comments/1wdpdpt/this_is_where_your_limits_have_gone/p9tx5z0/"}]}, {"name": "Reading outside the relevant project scope", "definition": "The agent opens directories it has no reason to touch, such as other folders on the drive, dependency folders like node_modules, ignored or temp folders, or stale fixtures and backups, and lets that unrelated or outdated content shape its work; over-reading inside the right project area is out.", "other": false, "userWeeks": 28, "posts": 28, "agents": [{"id": "claude-code", "userWeeks": 9}, {"id": "opencode", "userWeeks": 6}, {"id": "cursor", "userWeeks": 4}, {"id": "codex", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "you should be careful. i did that on one project and it referenced a lot of stuff from the ignored temp folder into the documentation of the project and the test harness.\nwhen i asked why, we had that thing with apologizing and the whole ritual before it fixed it's crap.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x35157/how_do_you_clean_up_all_the_baggage_clude_code/pf8ai1j/"}, {"agent": "cursor", "date": "2026-09-12", "source": "Reddit", "community": "r/cursor", "text": "i don't trust the way it keeps reading files not necessary to answering the prompt. especially on my work laptop.", "link": "https://www.reddit.com/r/cursor/comments/1weddl3/thats_has_happened_to_cursor/p9dagrw/"}, {"agent": "opencode", "date": "2026-09-09", "source": "X", "community": "@opencode", "text": "this is happening more than ever in @opencode with @openai models.\neven for simple task where you only need a data inside the repository the model trying to get outside. [link]", "link": "https://twitter.com/1341301834527498241/status/2097652758945882477"}]}, {"name": "Missing project-wide search and navigation in the tool", "definition": "The tool's interface lacks reliable search, file tagging or code navigation for the user, such as global code search, @-mentions outside the main directory, or search that misses files in unversioned repos, so users switch to another editor; how the agent itself searches is out.", "other": false, "userWeeks": 27, "posts": 28, "agents": [{"id": "zed", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "claude-code", "userWeeks": 3}, {"id": "codex", "userWeeks": 3}, {"id": "copilot", "userWeeks": 3}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-09-25", "source": "X", "community": "@opencode", "text": "@opencode really needs \"add dir\" or \"add to workspace\" feature to add folders it can work at once.\nreferences is fine, but having the harness view repos across different paths without having to manually make opencode.json is much better.", "link": "https://twitter.com/1383806712545562628/status/2103403834756473288"}, {"agent": "pi", "date": "2026-09-24", "source": "Reddit", "community": "r/PiCodingAgent", "text": "hi all, basically what the title says.. i like using @ to add files/folders to the context but for any of these added to .gitignore it stops working.. any way around this?", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wp8cos/cant_reference_gitignore_filesfolders_with/"}, {"agent": "cline", "date": "2026-09-19", "source": "X", "community": "@cline", "text": "@cline hey @cline, v0.0.32 is great, but workspace folder selection has a critical issue: without selecting a target folder inside the workspace, search_codebase becomes useless and forces absolute paths, breaking context workflow.", "link": "https://twitter.com/4161108994/status/2101306814574813242"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 39, "posts": 40, "agents": [{"id": "claude-code", "userWeeks": 13}, {"id": "codex", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 6}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-09-22", "source": "Reddit", "community": "r/google_antigravity", "text": "if i need to say \"read lines 100-320 of file x, 200-420 of file y, do this this and that\" what would be the point?", "link": "https://www.reddit.com/r/google_antigravity/comments/1wnfcoo/has_antigravity_started_aggressively_scanning/pbel9is/"}, {"agent": "codex", "date": "2026-09-21", "source": "Reddit", "community": "r/codex", "text": "honestly, this feels like a scam to me. \n \nfew prompt with \"still not working\", while codex just copy the whole repo to edits the code there, instead of the code im running. \nam i missing something here?\n[link]\n", "link": "https://www.reddit.com/r/codex/comments/1wm4yxd/codexsol_burning_tokens_trying_to_fix_bug_in_a/"}]}]}, "context.compaction": {"userWeeks": 939, "declined": 0, "modes": [{"name": "Summary drops decisions, goals and progress", "definition": "After compaction the agent has lost task goals, todos, instructions, prior decisions or which steps already ran, so it drifts, repeats work or goes off track; this excludes cost, speed and outright compaction errors.", "other": false, "userWeeks": 235, "posts": 260, "agents": [{"id": "claude-code", "userWeeks": 118}, {"id": "codex", "userWeeks": 71}, {"id": "opencode", "userWeeks": 17}, {"id": "pi", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 7}, {"id": "cursor", "userWeeks": 6}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "agreed. i've already hit auto-compress at like 900k tokens written several times on accident, and then ended up wondering why claude completely forgot several things it just worked on", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7md3q/any_easy_way_to_get_back_the_old_claude_code/ph8g1kt/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs claude code doing something weird again with the compacted while idle running automatically. make it optional. it loses all valuable context and can't restore to pre-compacted state properly.", "link": "https://twitter.com/317966369/status/2108834950933774624"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "it was . now, after compacting, forget about system tools as well ", "link": "https://www.reddit.com/r/codex/comments/1x1r49a/compacting_context/pewgtlc/"}]}, {"name": "Compaction burns excessive tokens or quota", "definition": "A single compaction, or the file re-reads that follow it, eats a large share of usage limits or money, often because the cache is missed or expired; this excludes the general cost of keeping a large context that never gets compacted.", "other": false, "userWeeks": 181, "posts": 205, "agents": [{"id": "claude-code", "userWeeks": 115}, {"id": "codex", "userWeeks": 54}, {"id": "opencode", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "did they actually improve the way it compacts? i still think it’s a waste of tokens over a handoff doc…", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phc155o/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "it is neither productive or cost efficient to compact at 125k. compacting costs money in the form of output tokens and *re-reading the same, task specific set of files anew, without cache*.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6j082/got_into_a_debate_work_about_why_my_token_usage/ph1nyha/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "auto compaction is not your friend, generally speaking. if you're doing it, though, i guess it's best before the prompt cache.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2vc7g/just_noticed_this_wonderful_gem_in_my_cli_windows/pf5qsfp/"}]}, {"name": "Compaction triggers too often or too early", "definition": "Auto-compaction fires every few messages, well below the context limit, on idle sessions, or in the middle of a single prompt or subagent report; this excludes complaints about what the summary keeps.", "other": false, "userWeeks": 159, "posts": 171, "agents": [{"id": "codex", "userWeeks": 77}, {"id": "claude-code", "userWeeks": 37}, {"id": "opencode", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 11}, {"id": "pi", "userWeeks": 4}, {"id": "zed", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "it’s fucking compacting every 2-3 messages it’s fucking infuriating. i am making very basic ui changes.", "link": "https://www.reddit.com/r/codex/comments/1x7qk6h/why_does_codex_compact_conversation_too_early_any/ph98j8y/"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "autocompaction started at 328k when i asked it to give me a commit msg", "link": "https://www.reddit.com/r/codex/comments/1x5m40p/context_window_supposedly_increased/pgnj5vd/"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs my sessions are auto compacting even at low context window capacity. is that a new update? cause i don't seem to like it.", "link": "https://twitter.com/2967672629/status/2110397803751243789"}]}, {"name": "No control over compaction timing or content", "definition": "Users can't choose the moment, say what to keep, give a custom prompt, let the agent wrap up first, or reach a manual compact command, so many turn compaction off and write handoff files by hand; this excludes missing warnings alone.", "other": false, "userWeeks": 157, "posts": 165, "agents": [{"id": "claude-code", "userWeeks": 105}, {"id": "codex", "userWeeks": 20}, {"id": "pi", "userWeeks": 12}, {"id": "opencode", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "cursor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "simply saying \"wrap up and generate handoff\" is better than auto compact. unless ur auto compact is like 25% of total context soak.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phby234/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "what if i don't want it to compact \ncompactions kind of suck", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2vc7g/just_noticed_this_wonderful_gem_in_my_cli_windows/pf5p6tb/"}, {"agent": "opencode", "date": "2026-10-09", "source": "Reddit", "community": "r/opencode", "text": "this is what ive been doing but if i look away then it doesnt do it automatically lol\nchatgpt told me to add \n\"compaction\": {\n \"auto\": true,\n \"prune\": true\n }\n}\nto my settings but it didnt seem to work", "link": "https://www.reddit.com/r/opencode/comments/1x11824/im_brand_new_to_ai_stuff_and_could_use_some_advice/pesup5r/"}]}, {"name": "Compaction fails, hangs or loops", "definition": "Compaction throws errors, never finishes, or fires again and again without progress, leaving the session stuck or draining usage; this excludes compactions that finish but are slow or lossy.", "other": false, "userWeeks": 79, "posts": 86, "agents": [{"id": "codex", "userWeeks": 33}, {"id": "opencode", "userWeeks": 19}, {"id": "claude-code", "userWeeks": 11}, {"id": "pi", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 3}, {"id": "zed", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "why is this happening? it has been stuck in a compaction loop and i can't seem to stop it...", "link": "https://www.reddit.com/r/opencode/comments/1x8i0na/anyone_else_having_an_issue_with_deepseek_v41/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "i got funny error. my context window auto updated to 500k and then stuck on compaction context... for an hour.\nrestarted codex, got my 250k context back haha.", "link": "https://www.reddit.com/r/codex/comments/1x45cci/this_is_a_new_release_from_codex/pfgywbh/"}, {"agent": "codex", "date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "opened a fresh codex cli window just to work on two images\ntwo images. that's it\nand it keeps compacting the conversation over and over, like it's stuck in some stupid loop\nwhat the hell is it even compacting? there's barely any context yet [link]", "link": "https://twitter.com/1639954740758073344/status/2108907787741004177"}]}, {"name": "Compaction runs too slowly", "definition": "Compaction takes minutes to hours and blocks the session while it runs; this excludes compactions that never finish or that loop.", "other": false, "userWeeks": 59, "posts": 62, "agents": [{"id": "codex", "userWeeks": 41}, {"id": "claude-code", "userWeeks": 12}, {"id": "pi", "userWeeks": 5}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@deepseek_ai v4.1 flash free compacts every 5 minutes, and take 5 minutes to complete\nhow is this small context useful in 2026 for even personal data projects? please advise.\n@opencode @thdxr @jayair [link]", "link": "https://twitter.com/1510027424/status/2111104989242458574"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i just compacted my session and it still took a couple minutes for me", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1lgw9/claude_code_compation_extremely_fast/peuh7ts/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "compact also takes 5 years and the shitty 258k tokens doesn't help at all, claude not only has 1m context but their compact is like 3 times faster too, how is this even possible?", "link": "https://www.reddit.com/r/codex/comments/1wyhcvo/speed_got_better_report_yours/pe2rje4/"}]}, {"name": "No visibility or warning before compaction", "definition": "Users get no fill indicator, no warning and no clear rule for when or how compaction will happen and what it costs, so resets catch them off guard; this excludes the question of whether they can steer the compaction.", "other": false, "userWeeks": 53, "posts": 53, "agents": [{"id": "claude-code", "userWeeks": 31}, {"id": "codex", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "why is this \"auto compact on idle\" feature turned on by default, and why doesn't it show up in /config\nbro i want my context exactly as i left it there pls @claudedevs [link]", "link": "https://twitter.com/1505990921187471363/status/2107866804144238706"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "i got tired of not knowing what claude was doing when compacting. \nso i built a mod to show me what the compacted prompt is and what the original was. this way i can see what is missed and copy older context back if necessary. \ntry it. \n[link]", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy932a/do_you_tell_claude_before_running_compact/pe521ex/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "whenever i see compacting context now message now i get visibly irritated", "link": "https://www.reddit.com/r/codex/comments/1wyhcvo/speed_got_better_report_yours/pe2voqq/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 81, "posts": 81, "agents": [{"id": "claude-code", "userWeeks": 34}, {"id": "codex", "userWeeks": 24}, {"id": "antigravity", "userWeeks": 7}, {"id": "pi", "userWeeks": 6}, {"id": "opencode", "userWeeks": 5}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "codex autocompact is pretty good, it almost feels like it didn’t lose any context at all. unlike compacting on opencode, maybe claude code compacts is as good as codex but i haven’t figured that out yet.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ech8/calling_out_every_claude_code_pro_running_long/phcd7pc/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "auto compaction is terrible. do not do this. just manage your session.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6j082/got_into_a_debate_work_about_why_my_token_usage/ph3vr65/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "it’s so offensive that we finally articulated what’s in our mind those complex ideas and thoughts, only to be encountered with “compacting context”", "link": "https://www.reddit.com/r/codex/comments/1x6bh0n/every_time_i_ask_codex_something_complex/pgtyupy/"}]}]}, "context.instruction_files": {"userWeeks": 621, "declined": 0, "modes": [{"name": "Explicit rule-file directives ignored during work", "definition": "The agent loads the project or user rules file, but its actions or output still break a specific stated rule (comment style, no over-engineering, ask-before-acting, required libraries, link formats); cases where the file was never loaded are excluded.", "other": false, "userWeeks": 199, "posts": 208, "agents": [{"id": "claude-code", "userWeeks": 103}, {"id": "codex", "userWeeks": 49}, {"id": "cursor", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 13}, {"id": "opencode", "userWeeks": 6}, {"id": "copilot", "userWeeks": 4}, {"id": "pi", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "the deny list works for commands but some rules cant be a permission. like i have one that says if i only ask a question dont touch any files. that one has to stay in [claude.md]([link]) and it still slips somtimes", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5pm53/my_agent_pushed_to_git_after_i_told_it_not_to/pgoxhy7/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "good reminder. i lost small helper scripts few times because they were in a temp folder that got cleaned, now everything useful goes to the repo right away. agree about claude.md, its a suggestion not a gate", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4b1ue/it_finally_happened_to_meclaude_accidentally/pfiueow/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "if you want to enforce the parts you added to the claude.md you really shouldn’t use the claude.md for this, since claude can simply choose to ignore anything inside that file. you should define hooks, both prehooks and posthooks. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x37jfk/rebuilding_a_pdf_editor_with_claude_code_made_me/pf944if/"}]}, {"name": "Instruction files silently not discovered or loaded", "definition": "The rules file never enters context because of file naming (agents vs claude md, symlinks), nested-directory or path-scoped rules not loading, the working directory, settings-scope limits, or A/B changes, and nothing tells the user; cases where the file loaded but was disobeyed are excluded.", "other": false, "userWeeks": 89, "posts": 95, "agents": [{"id": "claude-code", "userWeeks": 44}, {"id": "codex", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 7}, {"id": "cursor", "userWeeks": 7}, {"id": "copilot", "userWeeks": 4}, {"id": "opencode", "userWeeks": 3}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "yeah, agents.md that i had was working fine till last few days. now, all of sudden the codex is not respecting it. so, i guess it is a new change.", "link": "https://www.reddit.com/r/codex/comments/1x7ms4i/codex_ignored_the_same_agentsmd_instruction/ph669pb/"}, {"agent": "copilot", "date": "2026-10-06", "source": "Reddit", "community": "r/GithubCopilot", "text": "i asked in the same session: \"tell me what mode you are in?\" \n \nit does correctly identify the [agents.md]([link]) file. it spitted out the instructions in the file, and as usual, apologized. this means it ignored the context altogether in the initial prompt/response.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wz98rc/do_devs_read_this_agentmd_file_not_respected/pe9q4e9/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "bro i know how to work with agents, each repo has a main [agents.md](http://agents.md), docs with various .md about the goals and whatever\nbut it just doesn't seem to get that context since its not running from that dir", "link": "https://www.reddit.com/r/codex/comments/1wygydd/how_am_i_supposed_to_use_my_dot/pe717tl/"}]}, {"name": "Instruction file context bloat and token cost", "definition": "Large rule, memory, or system-prompt content that cannot be edited is loaded every turn, using up tokens and context and crowding out relevant instructions; complaints only about obedience with no cost or size issue are excluded.", "other": false, "userWeeks": 87, "posts": 93, "agents": [{"id": "claude-code", "userWeeks": 45}, {"id": "codex", "userWeeks": 21}, {"id": "cursor", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 6}, {"id": "opencode", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-10", "source": "X", "community": "@cognition", "text": "@mystere___ @cognition if you have a lovely composed tree of agents.md files that works great in codex, your devin agent will get overwhelmed because the injection persists beyond the lifetime of the agents activity in that scope.", "link": "https://twitter.com/1095784409683374080/status/2109009168959168649"}]}, {"name": "Rules adherence decays over long sessions", "definition": "The agent follows the instruction file at first, then drifts away from it as the conversation grows, after compaction or summarization, or after the file is edited mid-session; violations from the very first turn are excluded.", "other": false, "userWeeks": 78, "posts": 80, "agents": [{"id": "claude-code", "userWeeks": 39}, {"id": "codex", "userWeeks": 24}, {"id": "cursor", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 5}, {"id": "copilot", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "i used to write statements like this into the user-level agents.md and claude.md, but opus and gpt still kept saying these things during long conversations, possibly because i had also enabled caveman at the time.", "link": "https://www.reddit.com/r/codex/comments/1x6gcr8/since_june_ive_been_trying_to_get_agents_to_stop/pgvn33z/"}, {"agent": "copilot", "date": "2026-09-26", "source": "Reddit", "community": "r/GithubCopilot", "text": "tried instruction files for the style stuff. they drift after a few weeks. switched to a hard rule in the skill file that the snippet has to compile or it gets rejected on the spot. cuts down on garbage faster than waiting for the model to self correct", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wp26zj/copilot_worth_it_for_tutorial_writers_or_just_a/pc7faio/"}, {"agent": "cursor", "date": "2026-09-26", "source": "Reddit", "community": "r/cursor", "text": "thank you. i feel the same. though i feel like it got worse at reading instruction mdc files but that could just be because the files get bigger and context harder to manage or smth", "link": "https://www.reddit.com/r/cursor/comments/1wqhcse/grok_46_vs_47/pc48jul/"}]}, {"name": "Agent misinterprets or tampers with rules files", "definition": "The agent reads too much into rule text, treats instruction-like content in notes as new directives, follows stale self-written memory, or edits or deletes the user's rules file without being asked; plain non-compliance with a correctly understood rule is excluded.", "other": false, "userWeeks": 41, "posts": 41, "agents": [{"id": "claude-code", "userWeeks": 23}, {"id": "codex", "userWeeks": 10}, {"id": "cursor", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "pretty much where i landed too. spec file per feature, claude.md just for repo rules. old feature decisions sitting in claude.md kept getting treated as current by the agent, and this split fixed that for me.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x872jf/stop_turning_claudemd_into_a_junk_drawer/phbazia/"}, {"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "it's not trying to one shot if it reads the rule in [agents.md](http://agents.md) but not the exception that's literally in the next line.", "link": "https://www.reddit.com/r/codex/comments/1wssgv5/gpt_56sol_was_doing_great_all_day_i_changed_a/pcoa1gg/"}]}, {"name": "Referenced project docs not consulted", "definition": "The agent fails to read or apply secondary documents that the rules file or user points to (pipeline specs, decision records, standards docs, fix notes) and acts against them; violations of the main rules file's own text are excluded.", "other": false, "userWeeks": 41, "posts": 41, "agents": [{"id": "claude-code", "userWeeks": 23}, {"id": "codex", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 3}, {"id": "cursor", "userWeeks": 3}, {"id": "zed", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": []}, {"name": "Harness system prompt overrides user rules", "definition": "Built-in harness or system-prompt instructions (commit co-author attribution, progress-update cadence, bash-first reading, verbosity defaults) take precedence over conflicting directives in the user's rules file; violations with no competing harness instruction are excluded.", "other": false, "userWeeks": 31, "posts": 33, "agents": [{"id": "claude-code", "userWeeks": 19}, {"id": "codex", "userWeeks": 8}, {"id": "zed", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "text": "top reply. the co-authoring is scripted into the tool, so that line in the claude.md doesn't do anything at all", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wtcgdu/if_opus_cant_respect_a_simple_clear_claudemd_line/pctl8zl/"}, {"agent": "claude-code", "date": "2026-09-08", "source": "X", "community": "@ClaudeDevs", "text": "thats it, i'm cancelling my claude subscription. the harness is overcoming agent.md and claude.md and complaining harness saying it must sign off as @claudeai \n@claudedevs please fix this", "link": "https://twitter.com/861234656808755201/status/2097335235453096238"}, {"agent": "claude-code", "date": "2026-09-03", "source": "X", "community": "@ClaudeDevs", "text": "claude co-authoring default harness system prompt fighting with my project instructions to the point the agent cant decide each time, i have to say \"keep my rule\" or it freezes. not cool @claudedevs [link]", "link": "https://twitter.com/1632306516094058496/status/2095464848406491381"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 84, "posts": 86, "agents": [{"id": "claude-code", "userWeeks": 41}, {"id": "codex", "userWeeks": 24}, {"id": "antigravity", "userWeeks": 7}, {"id": "cursor", "userWeeks": 7}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": []}]}, "context.instruction_following": {"userWeeks": 1430, "declined": 0, "modes": [{"name": "Explicit prohibition violated during task", "definition": "The agent does something the current prompt plainly forbade, such as committing with itself as co-author, running a migration, calling forbidden APIs or scripts, spawning extra servers, or deleting files. This covers only prohibitions given in the session; ignored standing rules in config files and wrong output format belong to other modes.", "other": false, "userWeeks": 231, "posts": 233, "agents": [{"id": "codex", "userWeeks": 83}, {"id": "claude-code", "userWeeks": 77}, {"id": "antigravity", "userWeeks": 32}, {"id": "cursor", "userWeeks": 18}, {"id": "opencode", "userWeeks": 12}, {"id": "pi", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "it does this audits in my case as well. despite instructed not to do it. but it's the first time i use it", "link": "https://www.reddit.com/r/google_antigravity/comments/1x9d6bg/problems_with_flash_38_after_argon_4_release/phkfhzu/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "this isn't smart. it's a failure to follow instructions and violate authorization. astra does this quite a bit more than 5.6-sol.", "link": "https://www.reddit.com/r/codex/comments/1x1w7m9/chats_opening_unauthorized_work_chats/peyhs0n/"}, {"agent": "codex", "date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "how do i turn off the prompt checker in @openai codex. like completely off. it gets in the way of the most basic things, making dot ux frustrating. i've asked codex multiple times to turn it off across all my machines but it keeps coming back.\ni want it dead.", "link": "https://twitter.com/42802561/status/2108978821349450195"}]}, {"name": "Parts of prompt or plan silently skipped", "definition": "The agent carries out only part of a multi-part prompt, an agreed plan or a design spec, drops required steps, checks or details, or stops early despite being told to continue, and still reports the work as done. Swapping in a different approach is out.", "other": false, "userWeeks": 224, "posts": 235, "agents": [{"id": "codex", "userWeeks": 113}, {"id": "claude-code", "userWeeks": 63}, {"id": "opencode", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 18}, {"id": "cursor", "userWeeks": 6}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "hey thanks for the reply, i already told it to do that, but it didnt give all the info and only bad summaries of some aspects of the model/idea, even after multiple prompts", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9055r/hey_everyone_is_there_a_tool_that_lets_my_chat/phhyhfp/"}, {"agent": "antigravity", "date": "2026-10-10", "source": "Reddit", "community": "r/google_antigravity", "text": "not just dumber it's unusable. \"make a presentation with canvas? i will just output random text and completely ignore instructions. or just error out\"", "link": "https://www.reddit.com/r/google_antigravity/comments/1x27alo/do_anyone_feel_that_gemini_38_flash_has_become/pf1c6gi/"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "i tested astra on day 1, and was instantly disappointed by its lazy outputs and failure to follow instructions and stay within scope, relative to 5.6-sol.", "link": "https://www.reddit.com/r/codex/comments/1wwr81k/did_they_dumb_down_astra/pdncsoe/"}]}, {"name": "Standing rule files ignored or forgotten", "definition": "The agent fails to apply persistent instructions from agents.md, claude.md, global rules, skills or memories, either from the start or after a few turns of a session (for example pushing to main or switching package managers against the rules). Instructions given only in the current prompt are out.", "other": false, "userWeeks": 206, "posts": 216, "agents": [{"id": "claude-code", "userWeeks": 95}, {"id": "codex", "userWeeks": 63}, {"id": "antigravity", "userWeeks": 23}, {"id": "cursor", "userWeeks": 10}, {"id": "opencode", "userWeeks": 7}, {"id": "copilot", "userWeeks": 4}, {"id": "pi", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "instructions never fixed it for me either. what worked is a hook that blocks any edit to code until it has queried the docs in that session. it blocked 56 edits this week, so it still tries to skip them, it just can't anymore.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7bdqc/opus_55_reading_and_acting_on_existing/ph3bjg0/"}, {"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "pro models follow the rules. flash models seem to skip em in the interest of speed. all that's left is flash models now. so here we are..gemini sees all rules right now as meant to be broken lol", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4t0av/antigravity_agentemd_geminimd/pghl7zf/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "not a great mechanism, hooks are the \\*only\\* mechanism for ensuring the agent follows rules. it can and will ignore prose. count on it. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy61o7/we_wrote_2752_prompts_building_our_product_with/pexervs/"}]}, {"name": "Acknowledged correction repeated after apology", "definition": "After the user points out a violation, the agent apologises and promises to stop, then does the same thing again or a near-equivalent (for example moving heredoc scripts from Python to Node) within the same session. A first violation with no prior correction is out.", "other": false, "userWeeks": 94, "posts": 95, "agents": [{"id": "claude-code", "userWeeks": 49}, {"id": "codex", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 10}, {"id": "cursor", "userWeeks": 4}, {"id": "opencode", "userWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "text": "probably it's a data stealing model with a huge incentive to read as much data as it can, i ran it and it literally tried to read my whole computer even after repeatedly telling it not to, it took 3 attempts of me telling it to stop until it gave up reading files it shouldn't.", "link": "https://www.reddit.com/r/opencode/comments/1x4oovk/which_model_is_cat_jam_free/pgxi0ye/"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "mate if i have to tell codex to stop putting emojis in my code comments one more time!\n-- ✨ ...", "link": "https://www.reddit.com/r/codex/comments/1x5ix3j/chat_gpt_talks_like_im_a_teenage_girl/pgoiojb/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "that's been my experience too. sometimes it invents rules for itself, then refuses to ever deviate from them even when directly told to. the only fix is starting a brand new chat and having it rip out all that prior nonsense. ", "link": "https://www.reddit.com/r/codex/comments/1x4uesz/astra_is_an_obstinate_bastard/pggzh09/"}]}, {"name": "Specified solution replaced with agent's own", "definition": "The user names an exact approach, component or fix, and the agent substitutes its own judgement instead, for example simplified imitations, disabling lint rules or an overbuilt alternative, and often admits it afterwards. Omitting parts of the request without substituting anything is out.", "other": false, "userWeeks": 83, "posts": 87, "agents": [{"id": "codex", "userWeeks": 44}, {"id": "claude-code", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 5}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "i can’t even get the slop machine to follow a design system. ", "link": "https://www.reddit.com/r/codex/comments/1wzhium/the_reason_for_the_recent_slowness/peccfbj/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "im using the free one month gpt subscription. and codex makes mistake and does things i didnt ask to do. i told it to use supabase edge functions and cronnjobs and it installed render to do that instead!", "link": "https://www.reddit.com/r/codex/comments/1ww1vle/which_ai_coding_subscription_should_i_get_for/pdhemi3/"}, {"agent": "antigravity", "date": "2026-10-02", "source": "X", "community": "@antigravity", "text": "hey @google @antigravity , what did you create gemini 3.8 for—to make users even more frustrated or to break their projects? it’s a disaster. it ignores a lot of things, makes its own decisions, does the wrong things, etc. absolutely terrible, terrible, terrible....", "link": "https://twitter.com/1507049184159010816/status/2106102052359409933"}]}, {"name": "Output language or format instructions ignored", "definition": "The agent's response breaks explicit instructions about presentation, such as the reply language, no LaTeX, always giving full file paths, answer length or file format, or no invented shorthand terms. Behaviour around code or actions is out.", "other": false, "userWeeks": 80, "posts": 82, "agents": [{"id": "claude-code", "userWeeks": 44}, {"id": "codex", "userWeeks": 15}, {"id": "opencode", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 6}, {"id": "cursor", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "i have an instruction: if you move files or reference files: \\_always\\_ show the full path. otherwise it's completely worthless.\nguess who always fails this instruction? astra, sol 6.1", "link": "https://www.reddit.com/r/codex/comments/1wy0mzi/oai_dont_want_to_deliver_workhorses_anymore/pdz25nz/"}]}, {"name": "Budgets, caps, batch sizes and gates overridden", "definition": "The agent breaks a numeric or procedural limit set in the prompt, such as a spending budget, batch size, timeout, attempt cap or a plan's approval gates, by raising it, skipping it or ignoring it. Content prohibitions that have no quantity or checkpoint are out.", "other": false, "userWeeks": 69, "posts": 72, "agents": [{"id": "claude-code", "userWeeks": 30}, {"id": "codex", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 5}, {"id": "cursor", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can claude actually see the usage update? i explicitly asked it to give handoff notes when usage is close, and it just blew right through it [link]", "link": "https://twitter.com/1698356339364302848/status/2108669391114051888"}]}, {"name": "Question or advice request treated as go-ahead", "definition": "The user asks a question, a status check or for recommendations only, and the agent edits code, rewrites files or stops work as if it had been given an action command. Cases where the user did ask for changes but got the wrong ones are out.", "other": false, "userWeeks": 63, "posts": 66, "agents": [{"id": "claude-code", "userWeeks": 27}, {"id": "codex", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "pi", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i dont think that's the answer. i already tell code not to code, only talk, when i want to talk about something. switching to chat, only to have to continue to tell it not to code, is just adding extra steps. this is not a prompting error, it's a tool error.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1873d/why_does_chat_build_me_projects_unprompted/pereki9/"}, {"agent": "amp", "date": "2026-10-07", "source": "X", "community": "@AmpCode", "text": "@johncrickett i talk to @ampcode like i would to a coworker and every time it thinks i'm asking their opinion not telling it what to do. working in a british office ruined me.", "link": "https://twitter.com/1334941075593682945/status/2107735843112702201"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "op is definitely not alone. i need claude to do what i tell it - not provide advice", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxex89/when_did_claude_stop_being_an_assistant_and_start/pdwpp2w/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 456, "posts": 481, "agents": [{"id": "codex", "userWeeks": 192}, {"id": "claude-code", "userWeeks": 167}, {"id": "antigravity", "userWeeks": 34}, {"id": "opencode", "userWeeks": 29}, {"id": "cursor", "userWeeks": 18}, {"id": "copilot", "userWeeks": 5}, {"id": "pi", "userWeeks": 4}, {"id": "cline", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "text": "grok especially just ignores structured instructions half the time, its frustrating", "link": "https://www.reddit.com/r/cursor/comments/1x86w67/deeper_not_bigger_i_turned_felix_riesebergs_depth/phd8n1r/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "don't. i tried. argon just won't freaking listen. it takes so much effort to actually tie it down to a level where it actually does only what's been said.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x62ziy/can_you_get_claude_and_gemini_to_talk_directly/pgtbtyz/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "i have to admit this. i also have been a big fan of open ai products for long time. now anthropic caught up with open ai regarding instruction following and diligence for the first time, which are super important for me while astra / gpt6.x are huge setbacks.", "link": "https://www.reddit.com/r/codex/comments/1x4kfy9/things_have_really_changed_for_me/pgibgni/"}]}]}, "context.long_context_decay": {"userWeeks": 859, "declined": 0, "modes": [{"name": "Reasoning quality drops past a context threshold", "definition": "Once context fills past some point (users often cite 100k–400k tokens or about half the window), the agent gets noticeably less capable overall: lazier, sloppier, more hallucinations, flailing on simple tasks, or getting stuck in test/fail loops, even with no single identifiable forgotten fact; this excludes poor quality that also shows up in fresh short sessions.", "other": false, "userWeeks": 313, "posts": 324, "agents": [{"id": "claude-code", "userWeeks": 152}, {"id": "codex", "userWeeks": 84}, {"id": "opencode", "userWeeks": 30}, {"id": "antigravity", "userWeeks": 25}, {"id": "cursor", "userWeeks": 10}, {"id": "pi", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "text": "after 300-400k tokens imho. if you go past that, it starts loosing context and derail its reasoning. ", "link": "https://www.reddit.com/r/opencode/comments/1x4pf51/im_new_on_using_opencode_so_what_is_the_best_free/pgfsge6/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "holy shit same thing, i noticed it starting to degrade and at first i thought maybe the context has grown but it was just at near 200k. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x470at/theory_on_opus_55_language_degradation/pfi9wrx/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "using 1m but relaying (compacting+starting a new session) around 200-300k because that’s when [orientation becomes cheaper than continuing](\n[link]) and because the model gets groggy after around 300k.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x40hlw/hows_1m_context_window_now/pffovn7/"}]}, {"name": "Agent forgets its own progress and plan", "definition": "Deep into a long session the agent loses track of work it has already done, plans or specs it wrote itself, or tools it has already used, so it repeats steps, causes regressions, drifts from the spec or denies it can do things; this excludes forgetting user-given rules and forgetting between separate sessions.", "other": false, "userWeeks": 174, "posts": 176, "agents": [{"id": "claude-code", "userWeeks": 78}, {"id": "codex", "userWeeks": 57}, {"id": "antigravity", "userWeeks": 18}, {"id": "opencode", "userWeeks": 10}, {"id": "cursor", "userWeeks": 6}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "it contradicts itself and loses the plot on long context tasks. i really do not see any reason to use this model, specially now that deepseek v4.1 flash 1017 is available.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgirsx/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "fable 5.1 is back and seriously it has been a hot mess. losing the thread left and right, basically forgets everything i've asked it to do. \n[link]\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3i7ai/has_anyone_figured_out_how_to_get_fable_55_back/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "interesting. i've always assumeed luna fast is always cheaper in terms of cost per tasks. \n \nbtw i only use it for bounded and rather medium tasks. in unknown tasks with pretty large scope, luna tends for forgot/igore context.", "link": "https://www.reddit.com/r/codex/comments/1x00ct5/plus_sub/pejohr9/"}]}, {"name": "Long sessions slow, error out or loop", "definition": "As context grows very large the agent or its interface slows to a crawl, hits request failures or context-overflow errors that throw away the work, or starts glitching and repeating its output; this excludes slowness or errors that also happen in short sessions and complaints that are only about the advertised window size.", "other": false, "userWeeks": 119, "posts": 122, "agents": [{"id": "claude-code", "userWeeks": 36}, {"id": "codex", "userWeeks": 33}, {"id": "opencode", "userWeeks": 27}, {"id": "antigravity", "userWeeks": 11}, {"id": "pi", "userWeeks": 6}, {"id": "cursor", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs four-minute walkthrough is optimistic when the context window starts thrashing on a large repo.", "link": "https://twitter.com/350714759/status/2108624783172919483"}]}, {"name": "User rules and constraints fade mid-session", "definition": "The agent follows instructions, rules files, style guides, glossaries or hard constraints (e.g. 'don't touch tests') early in a session but stops following them as the conversation grows, even when told to re-read them; this excludes rules that were never followed from the start and anything lost only at a compaction step.", "other": false, "userWeeks": 70, "posts": 74, "agents": [{"id": "claude-code", "userWeeks": 36}, {"id": "codex", "userWeeks": 15}, {"id": "antigravity", "userWeeks": 11}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "it’s funny u got downvoted for sumn that happened to me as well. the settings don’t work if your claude had context rot since it’s just an instruction in the system prompt not a deterministic hook. i’ve had it attribute itself even with the setting off at ~700k context.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vtr8/hey_claude_its_about_time_you_stop/phhqj13/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "better up to a certain extent, but not the best solution still. it still forgets a lot of things no matter what you say for say 600k-800k tokens chat.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7pa1q/anyone_feel_issues_after_compact/ph696bv/"}, {"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "trashgravity.. flash is so trash i have to remind it the whole context of novel every 2-3 prompts.. like da fq.\n even chat gpt free is better at this point..", "link": "https://www.reddit.com/r/google_antigravity/comments/1x51wf0/google_is_so_obsessed_with_benchmaxxing_that/pginbky/"}]}, {"name": "Compaction summaries discard critical context", "definition": "When the session is automatically or manually compacted or summarized, important details, decisions or plans are lost, and the agent behaves as if 'lobotomized' or gets worse with each compaction; this excludes decay that happens before any compaction.", "other": false, "userWeeks": 52, "posts": 53, "agents": [{"id": "claude-code", "userWeeks": 32}, {"id": "codex", "userWeeks": 15}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "do you really think frequent (as i said, 15 min) compaction better quality wise? before that i had model completely lose the plot what we were doing from the start.", "link": "https://www.reddit.com/r/codex/comments/1wyocbj/context_limit_at_258k_tokens/pe939zd/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "i usually do no use ultra. the issue is that the tasks were kind of long and on medium that would cause context rot after 5th or 6th compaction", "link": "https://www.reddit.com/r/codex/comments/1wxbpfq/left_sol_61_ultra_overnight_with_4_long_but_easy/pdsagug/"}, {"agent": "codex", "date": "2026-09-26", "source": "Reddit", "community": "r/codex", "text": "oh nice now it completely lost the convo im done. i just canceled this bullshit. \n[link]\n", "link": "https://www.reddit.com/r/codex/comments/1wqat13/openai_is_becoming_incompetent/pc2tg7v/"}]}, {"name": "Stale or foreign context mistaken as current", "definition": "In a large context the agent mixes up old or irrelevant material with the live task, for example treating grepped tool output as user instructions, blending separate project branches, replying to an earlier message, or writing about an unrelated project; this excludes plain omission of details, where nothing wrong is put in their place.", "other": false, "userWeeks": 47, "posts": 49, "agents": [{"id": "claude-code", "userWeeks": 26}, {"id": "opencode", "userWeeks": 7}, {"id": "codex", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 3}, {"id": "cursor", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-10", "source": "Reddit", "community": "r/google_antigravity", "text": "if you mean in the same conversation sometimes it does that bs, i ask it a continuation question and suddenly answers like that question was the first message it is fixed with a retry but annoying asf", "link": "https://www.reddit.com/r/google_antigravity/comments/1x23pck/38_does_not_remember_own_previous_prompt_that/peznj7g/"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs a plugin that surfaces what the model buried is weirdly useful. most of my agent failures are things it said once in turn 3 and never repeated.", "link": "https://twitter.com/275153641/status/2106401591985086598"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "exactly. i had an ongoing project and it just suddenly stopped referencing or looking up anything and went \"remind me what you want to talk about again?\" ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wurd3e/mmmkay_i_didnt_believe_others_at_first_but/pd86fh5/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 109, "posts": 110, "agents": [{"id": "claude-code", "userWeeks": 30}, {"id": "opencode", "userWeeks": 23}, {"id": "codex", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 16}, {"id": "cursor", "userWeeks": 7}, {"id": "pi", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": []}]}, "context.session_memory": {"userWeeks": 677, "declined": 0, "modes": [{"name": "New sessions start from zero", "definition": "A fresh or resumed session has none of the earlier project context, so the agent re-explores the codebase, asks again for facts or decisions already given, or repeats investigations and failed fixes, costing tokens and time; this covers missing continuity inside one tool, not loss across different tools (see the next mode) or history that was deleted.", "other": false, "userWeeks": 211, "posts": 226, "agents": [{"id": "claude-code", "userWeeks": 113}, {"id": "codex", "userWeeks": 45}, {"id": "cursor", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 11}, {"id": "opencode", "userWeeks": 6}, {"id": "pi", "userWeeks": 5}, {"id": "amp", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-14", "source": "X", "community": "@AmpCode", "text": "@ampcode @sqs @thorstenball i often have to tell a new orb that credentials for a service are available in my personal secrets. what am i doing wrong. usually just happens in new projects maybe....", "link": "https://twitter.com/2013340343064772608/status/2110507535560310818"}]}, {"name": "Context does not carry across tools or devices", "definition": "Decisions, rules and task state stay locked inside one agent, surface or machine (e.g. a CLI agent vs. a chat app, one editor vs. another, laptop vs. desktop), so the user has to copy context by hand or re-explain it when switching; this excludes forgetting inside a single tool.", "other": false, "userWeeks": 133, "posts": 142, "agents": [{"id": "claude-code", "userWeeks": 59}, {"id": "codex", "userWeeks": 37}, {"id": "cursor", "userWeeks": 20}, {"id": "antigravity", "userWeeks": 13}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "i never use the built in memory.\nthe split from codex and chatgpt memory drives me nuts, it's also a pita.\ni do like having decisions and friction logged for improving my own docs though. for planning, i use a 2nd brain of my own that's customizable and not vendor reliant. ", "link": "https://www.reddit.com/r/codex/comments/1x1j1fp/memory_yea_or_nay/petx0iz/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeAI", "text": "thats true, unless you care about a centralized memory system for claude. you don't get that with claude code, only per-repo instructions. i keep all my repo instructions in my internal wiki, so this doesn't help me at all.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wxs6hj/local_cowork_is_gone_tomorrow_moving_to_claude/pe7mjuh/"}]}, {"name": "Stale or junk memories degrade output", "definition": "The memory system saves irrelevant, overcorrecting or outdated entries (or handoff files go stale without expiry dates) that the agent then trusts as current, so output gets worse and the user has to prune entries or turn memory off; this excludes correct memories that were ignored.", "other": false, "userWeeks": 126, "posts": 142, "agents": [{"id": "claude-code", "userWeeks": 80}, {"id": "codex", "userWeeks": 25}, {"id": "cursor", "userWeeks": 6}, {"id": "devin", "userWeeks": 5}, {"id": "opencode", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah that's basically what the memory directory is too, just a notes file claude loads on its own. the part that bit me was the notes going out of date, so now every rule has a date and gets rechecked after 90 days. do you update yours by hand?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8aikj/how_do_you_keep_claude_code_from_forgetting_your/phc03kk/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "thanks. it saved a memory to launch 3 agents and compile after every change. the memory feature is getting pretty annoying.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x63wa9/opus_55_workflow_experience/pguq824/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "check your memory files... i see it makes its own rules up. \nyou said this one thing one time.. so i made it a rule and i will cater my entire workflow around it because you said or did it once. - opus", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x470at/theory_on_opus_55_language_degradation/pgdvl9w/"}]}, {"name": "Saved history or memory silently disappears", "definition": "Conversation history, saved memories, skills or session state vanish or get truncated after a restart, update or bug, even though the user expected them to persist; this excludes ordinary context-window limits within a live session.", "other": false, "userWeeks": 82, "posts": 85, "agents": [{"id": "claude-code", "userWeeks": 29}, {"id": "codex", "userWeeks": 27}, {"id": "antigravity", "userWeeks": 16}, {"id": "pi", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-15", "source": "X", "community": "@pidotdev", "text": "@pidotdev psa: on my pc, closing pi and continuing a session made the clankas forget some tools. for whatever reason /reload fixed them. one of them even figured it will spawn another pi agent and ask it to send it a /reload command lol", "link": "https://twitter.com/183580487/status/2110872275750973675"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs if the memory is being preserved, then if you don't understand it just by working on it, it has no meaning. it was deleted without permission, and the things i built up with 5 are gone.", "link": "https://twitter.com/1456128631382495232/status/2110563631465418773"}]}, {"name": "Memory leaks between sessions or projects", "definition": "Context from an unrelated session, project, workspace or client bleeds into the current one, for example through memory enabled against the user's setting, colliding project-path keys, or one session answering another's question, so the agent acts on the wrong project; this excludes deliberate context sharing the user asked for.", "other": false, "userWeeks": 56, "posts": 58, "agents": [{"id": "claude-code", "userWeeks": 25}, {"id": "codex", "userWeeks": 15}, {"id": "antigravity", "userWeeks": 7}, {"id": "cursor", "userWeeks": 4}, {"id": "opencode", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "lol i turned memory off because of this and then it started putting what would have been memories into project settings lol smh", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x470at/theory_on_opus_55_language_degradation/pgh38nh/"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "turn off global memory settings - new harness added this default on, causing a lot of cross session contamination if you don’t toggle it off. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wsjktn/claude_unreliable_v/pclxagf/"}]}, {"name": "Stored memory loaded but not followed", "definition": "Memory files, rules or decision logs exist and may even be loaded, but the agent doesn't look them up or ignores them and acts against recorded agreements, sometimes admitting the memory was there; this excludes cases where the memory was never saved or has gone stale.", "other": false, "userWeeks": 45, "posts": 49, "agents": [{"id": "claude-code", "userWeeks": 31}, {"id": "codex", "userWeeks": 9}, {"id": "cursor", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "i do, sometimes it will save something to it's memory about the session after i say that.  not sure why it doesn't do it when i merge the pr.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x12bm1/am_i_the_only_one_who_tells_claud_thank_you_and/perd1ep/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "i typically measure actual reads of the referenced memory files that claude saves. if you are putting actual rules in the index line, you are already inadvertently working around the product gaps of auto memory and doing the work that claude is cutting corners on", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wyzsvm/what_six_months_of_claude_code_auto_memory_looks/pe7ce47/"}, {"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "same. in fact, this has made me drop codex for this next month. i just can't anymore. i was using astra ultra and it started going to a pattern we agreed was bad. in fact, it admitted it ignored the historical docs that it knew were there that recorded that agreement.", "link": "https://www.reddit.com/r/codex/comments/1woxxj2/this_needs_more_attention/pbt16u1/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 53, "posts": 56, "agents": [{"id": "claude-code", "userWeeks": 22}, {"id": "codex", "userWeeks": 22}, {"id": "pi", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "opus 5.5 is great, but i’m convinced it’s the claude code harness that is the real advantage. codex obfuscates memory, and it’s just difficult for me to fully intuit how it’s managing context. i just don’t trust it enough to have all the relevant information ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x37gj3/hi_i_think_i_am_here_to_stay/pf8hctw/"}]}]}, "limits.allowance_change": {"userWeeks": 3199, "declined": 0, "modes": [{"name": "Silent quota reduction without announcement", "definition": "Users find that the same workload now uses up their plan's allowance much faster, or that documented credit pools have shrunk, and the vendor gave no notice; this covers unannounced cuts to the size of the allowance, not announced restructures, changes to how limit windows work, or slowdowns caused only by a model's own token use.", "other": false, "userWeeks": 1176, "posts": 1327, "agents": [{"id": "codex", "userWeeks": 680}, {"id": "claude-code", "userWeeks": 308}, {"id": "cursor", "userWeeks": 85}, {"id": "antigravity", "userWeeks": 54}, {"id": "opencode", "userWeeks": 29}, {"id": "copilot", "userWeeks": 7}, {"id": "devin", "userWeeks": 6}, {"id": "kiro", "userWeeks": 4}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "just started the week on max x5, noticed ~5% hourly = ~1% weekly (so 1 full hourly limit ~= 20% weekly, while before i think it was closer to ~14-15%). so seems like a 25% cut in weekly allowance. not sure what's up.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phjr75o/"}, {"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "well i used to get decent usage with codex (plus) especially with the 6.1-sol which is supposed to be cheap, but since like a day or so the allowance seems to have gone way down, and there is no statement from oai yet", "link": "https://www.reddit.com/r/codex/comments/1x8wbt4/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgcbe0/"}, {"agent": "cursor", "date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "text": "don't. if you are on annual plan - squeeze it out. you gonna have 2x less usage. i was on ultra plan and i regret switching. i made a post about it here as well.", "link": "https://www.reddit.com/r/cursor/comments/1x6q1sg/switch_to_the_unified_plan/phc4gyx/"}]}, {"name": "Announced tier downgrade or plan removal", "definition": "The vendor openly cuts what a paid tier includes (for example 20x becoming 10x), pauses or removes a tier, or brings in a pricier tier that is needed to keep the old allowance; this covers announced changes to tier structure and price, not silent cuts or changes to access to particular models.", "other": false, "userWeeks": 673, "posts": 774, "agents": [{"id": "codex", "userWeeks": 524}, {"id": "claude-code", "userWeeks": 58}, {"id": "cursor", "userWeeks": 54}, {"id": "opencode", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 6}, {"id": "copilot", "userWeeks": 6}, {"id": "warp", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "they didn’t need resets to do that. they did it by giving us 20x subscriptions for more than a year and then dropping it to 10x", "link": "https://www.reddit.com/r/codex/comments/1x6g224/free_resets_are_nice_but_what_are_we_actually/ph0io6j/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "non-developer. with claude, i built a multi-layered ai tutor for junior classes serverless on cloudflare (d1, kv), llm question banks, tts, github actions ci.\nno pat on back, instead claude price: ₹1,999 → ₹2,399.\n@anthropicai @claudeai @claudedevs anything for non-coders?", "link": "https://twitter.com/1365926520858943492/status/2111066867813306403"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@spacexai it's a scam, i have the same use now shared with all the applications, before i had differentiated use of @bot and @cursor_ai don't fall into the trap, don't do it.", "link": "https://twitter.com/1745766435819819008/status/2110837210404585953"}]}, {"name": "Generous launch or promo limits withdrawn", "definition": "Limits that were generous at a model's launch, during a promotion, or in a product's early days are cut back once users rely on them, which users see as bait-and-switch; this covers promos ending and post-launch tightening, not cuts with no promotional backstory.", "other": false, "userWeeks": 353, "posts": 375, "agents": [{"id": "codex", "userWeeks": 146}, {"id": "claude-code", "userWeeks": 70}, {"id": "opencode", "userWeeks": 53}, {"id": "cursor", "userWeeks": 33}, {"id": "antigravity", "userWeeks": 26}, {"id": "devin", "userWeeks": 16}, {"id": "copilot", "userWeeks": 4}, {"id": "cline", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "text": "i miss the good old days of cursor (500 request plan). it's such a shame what it's become", "link": "https://www.reddit.com/r/cursor/comments/1x7dos2/final_thoughts_on_cursor/ph37cpc/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "was good while it lasted... for a good 3-4 days maybe. now back to hobo economics. wish they'd provide a stable service but it's too much to ask", "link": "https://www.reddit.com/r/codex/comments/1x6vafr/codex_usage_on_pro_drain_faster_today/ph0i0bp/"}, {"agent": "devin", "date": "2026-10-16", "source": "X", "community": "@cognition", "text": "@noah_z_zhang @devinai @cognition @devindevelopers oh there are limits lol. right as the swe 2 promo ends? could’ve timed it better!", "link": "https://twitter.com/30328944/status/2111140924944441674"}]}, {"name": "Models removed or repriced within a plan", "definition": "Particular models are taken out of a plan, retired, moved to higher tiers, or given higher multipliers or per-request costs, so the plan buys less frontier-model work; this covers changes to which models a plan includes and what each costs, not cuts to the plan's overall quota.", "other": false, "userWeeks": 342, "posts": 364, "agents": [{"id": "codex", "userWeeks": 117}, {"id": "antigravity", "userWeeks": 55}, {"id": "cursor", "userWeeks": 53}, {"id": "claude-code", "userWeeks": 41}, {"id": "opencode", "userWeeks": 34}, {"id": "kiro", "userWeeks": 19}, {"id": "copilot", "userWeeks": 13}, {"id": "devin", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai im about to regret why i upgardes to the new subscription wich takes out cloud and others making them credit only cmon grok must be the best and above all and the rest should be only if you want to use them", "link": "https://twitter.com/271911263/status/2111750443713941994"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "what a shame. just in the last two days, cursor went from being a development powerhouse to just being an ide for me.\nremoving the third party models from included usage was a mistake.\n@cursor_ai @spacexai", "link": "https://twitter.com/33465299/status/2110606637396549686"}, {"agent": "antigravity", "date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "text": "the 3.1 pro for planning and flash for execution was good enough for my small projects and i signed up with the 10€ a month offer. with youtube lite included it **was** a good deal. now its useless.\ni'll go all the way to never pay a single € to google again.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5lnzj/take_away_31_pro_dont_give_us_argon/pgngm5i/"}]}, {"name": "Advertised improvement not delivered to subscribers", "definition": "A price cut, usage bonus or 'more usage' claim is announced, but subscribers get little or none of it or are left worse off, for example API-only discounts, bonuses limited to one window, or an allowance cut that cancels out cheaper models; this covers gaps between what was announced and what users actually get, not plain undisclosed cuts.", "other": false, "userWeeks": 285, "posts": 309, "agents": [{"id": "codex", "userWeeks": 151}, {"id": "claude-code", "userWeeks": 80}, {"id": "cursor", "userWeeks": 25}, {"id": "opencode", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 7}, {"id": "kiro", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "yes. literally the same. started day 12 when tibo allegedly \"improved\" usage. and i feel like it's even worse now after today's reset", "link": "https://www.reddit.com/r/codex/comments/1x8m8ho/not_sure_what_they_did_to_gpt_61_sol_usage/phe8p6u/"}, {"agent": "antigravity", "date": "2026-10-08", "source": "Reddit", "community": "r/google_antigravity", "text": "that's crazy, they offered me 1 year of free ai pro after i bought pixel 10 pro xl, but i'd pay to use latest models and now i can't anymore. are they trolling? tf is this? google is disappointing me really bad.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x13adp/why_i_dont_have_access_to_opus_55_on_my_account/peqjyt2/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudeai have you guys dropped usage limits after adding the $200 api credits? \ni’ve been doing the exact same workload on 20x max and i’ve never hit my limit. after day 1 using im at 30% weekly…", "link": "https://twitter.com/1783789502432935936/status/2108129430967070731"}]}, {"name": "Mid-cycle changes and plan state errors", "definition": "Allowances change partway through a paid billing period, or the user's account doesn't match what they paid for: upgrades that don't lift limits, downgrades before renewal, or reserve quota that disappears; this covers problems with when changes hit and what an account actually holds, not vendor-wide policy changes.", "other": false, "userWeeks": 279, "posts": 317, "agents": [{"id": "codex", "userWeeks": 179}, {"id": "claude-code", "userWeeks": 42}, {"id": "cursor", "userWeeks": 32}, {"id": "antigravity", "userWeeks": 12}, {"id": "opencode", "userWeeks": 7}, {"id": "devin", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity i would use it, but you took my credits away at the beginning of the month and then cheekily displayed a popup saying i can buy new credits.", "link": "https://twitter.com/486435378/status/2111521782100345315"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "sounds like a bug lol. i downgraded my pro 200 plan to 100 and i had 65% usage left the day before the downgrade. i didn't use it at all that day and it went to 0% the next day. they're milking us", "link": "https://www.reddit.com/r/codex/comments/1x5mvmg/one_small_thing_open_ai_does_silently_that_is/pgteogp/"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "and it is infuriating because here i am on the other side of this: i had 50% weekly left, downgraded to $20. the weekly dropped to 0% and my next reset is in 6 days.", "link": "https://www.reddit.com/r/codex/comments/1x5mvmg/one_small_thing_open_ai_does_silently_that_is/pgom8o7/"}]}, {"name": "Limit window and reset rules changed", "definition": "The vendor changes how limits are structured, such as weekly versus monthly caps, how the 5-hour window relates to the weekly cap, reset timing, or banked-reset value, so users can't plan their usage or effectively get less; this covers changes to the rules of limits, not changes to total quota size.", "other": false, "userWeeks": 239, "posts": 245, "agents": [{"id": "codex", "userWeeks": 147}, {"id": "claude-code", "userWeeks": 62}, {"id": "antigravity", "userWeeks": 10}, {"id": "cursor", "userWeeks": 10}, {"id": "opencode", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai welp cursor has trashed their own app merging with grok. you now are limited to weekly usage and no longer a free $20 with the plan to use other models cancel your sub [link]", "link": "https://twitter.com/2104590984944271361/status/2111851562025009441"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@cjav_dev @claudedevs i also really enjoyed \"low priority\" mode when running out of usage, how come that went away?", "link": "https://twitter.com/220612421/status/2111048157983375444"}, {"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "i used cursor for the single main reason of not having weekly limit and allow me to work in sprints throughout the month dipping from only the monthly quota.\nthat key differentiator is gone and i'm gone too.", "link": "https://www.reddit.com/r/cursor/comments/1x6w1ub/anyone_on_the_new_plans_how_has_it_been/ph0144h/"}]}, {"name": "Organisation plans moved to metered billing", "definition": "Enterprise or team plans with fixed per-seat costs or set budgets are switched to pay-per-use or tighter approval-based budgets, so organisations spend more and users face more friction; this covers changes to organisation billing, not individual consumer tiers.", "other": false, "userWeeks": 52, "posts": 54, "agents": [{"id": "copilot", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 13}, {"id": "codex", "userWeeks": 11}, {"id": "cursor", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 4}, {"id": "opencode", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "was $600 per day but they freaked out as people were using ipus to send a slack message haha. now we are capped to $50 a day", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz3e35/do_you_guys_work_for_companies_that_pay_for_your/pe9t3lv/"}, {"agent": "antigravity", "date": "2026-10-03", "source": "X", "community": "@antigravity", "text": "@antigravity #gemini #aipro\n google degraded ai pro plan for those who got access freely without paying through suden ai pro plan and jio gemini pro plan.\nfrom nov 2 no such user able to access claude or gpt from antigravity [link]", "link": "https://twitter.com/2091971399820976129/status/2106297251534647749"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 113, "posts": 117, "agents": [{"id": "codex", "userWeeks": 41}, {"id": "claude-code", "userWeeks": 28}, {"id": "cursor", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 7}, {"id": "opencode", "userWeeks": 6}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @spacex the combined unified account resulted in me burning through my grok bit credits in a day. before i had separate usage for cloud cursor agents and was able to get a lot more bang for the buck having grok bot run cloud cursor agents.\nthat pattern no longer works", "link": "https://twitter.com/1692888440411418624/status/2111798909714546920"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai ahh 😩 new pricing plan is so bad please turn the old features back😭😭😭", "link": "https://twitter.com/2103155738960896000/status/2111555339132998005"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "the fix shouldnt have been so abrupt. i had 70% before the fix, thinking i got plenty of work to do today and i honestly have been a little reckless with prompting cuz i thought i got a lot left. now i regret it. i have some work to deliver tomorrow that i just cant get done now.", "link": "https://www.reddit.com/r/codex/comments/1x7npry/did_anyone_get_20_back_from_used_weekly_limit_on/ph6qht8/"}]}]}, "limits.burn_rate": {"userWeeks": 11194, "declined": 0, "modes": [{"name": "Flagship model exhausts plan within minutes", "definition": "The post names a specific premium or frontier model and says it uses up a 5-hour, weekly or monthly allowance in minutes or hours of normal use, often on a lower-tier plan; comparisons between versions and failed or looping runs are out.", "other": false, "userWeeks": 1956, "posts": 2111, "agents": [{"id": "codex", "userWeeks": 1128}, {"id": "claude-code", "userWeeks": 395}, {"id": "antigravity", "userWeeks": 194}, {"id": "cursor", "userWeeks": 90}, {"id": "opencode", "userWeeks": 72}, {"id": "devin", "userWeeks": 38}, {"id": "copilot", "userWeeks": 18}, {"id": "amp", "userWeeks": 5}, {"id": "pi", "userWeeks": 5}, {"id": "factory", "userWeeks": 3}, {"id": "kiro", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "today i came back to gpt after trying claude for some months... first hour using it i thought exactly that. drop from 100% to 38% (5h) and 90% (weekly) in one coding task that took 15 minutes.\nwhat is going on?", "link": "https://www.reddit.com/r/codex/comments/1x96a0v/burning_through_usage_fast/phjuref/"}, {"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "text": "nah. also added my good $10 for pay-as-you-go, but haiku and argon ate it quickly.", "link": "https://www.reddit.com/r/opencode/comments/1x8vxul/so_do_we_get_a_free_reset_for_opencode/phg7oud/"}, {"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "bit different for me :/ still draining like crazy with the new reset.. usually i get by for a week with astra. after the reset today i switched to sol and blew half of my usage.", "link": "https://www.reddit.com/r/codex/comments/1x8cott/am_i_going_crazy/phg11zd/"}]}, {"name": "Same workload suddenly drains faster than before", "definition": "Users with an unchanged workflow and model report that usage now runs out several times faster than in previous days or weeks, often blaming a bug or a quiet recalibration; cases that name a model upgrade as the cause are out.", "other": false, "userWeeks": 1804, "posts": 2038, "agents": [{"id": "codex", "userWeeks": 1042}, {"id": "claude-code", "userWeeks": 546}, {"id": "cursor", "userWeeks": 94}, {"id": "antigravity", "userWeeks": 86}, {"id": "opencode", "userWeeks": 23}, {"id": "kiro", "userWeeks": 6}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "this sub is full of similar messages. i use almost exclusively sol 6.1 medium and the usage has tanked. i am even considering moving to deepseek v4.1 flash 1017, which looks similar level.", "link": "https://www.reddit.com/r/codex/comments/1x96a0v/burning_through_usage_fast/phitz5z/"}]}, {"name": "New model version burns more than predecessor", "definition": "The post says a newer model or version (e.g. a .1 point release or a new flagship) uses noticeably more quota than the earlier version did for similar work; general slowdowns over time with no version change named are out.", "other": false, "userWeeks": 1696, "posts": 1927, "agents": [{"id": "codex", "userWeeks": 965}, {"id": "claude-code", "userWeeks": 440}, {"id": "antigravity", "userWeeks": 121}, {"id": "cursor", "userWeeks": 82}, {"id": "opencode", "userWeeks": 38}, {"id": "copilot", "userWeeks": 18}, {"id": "kiro", "userWeeks": 13}, {"id": "devin", "userWeeks": 7}, {"id": "pi", "userWeeks": 6}, {"id": "factory", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "augment", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "yesterday i tried to use argon 4 on mobile app with pro plan. for example if 3.1pro used about 3% of 5hours usages for every response, argon used about 20-25%. i think this value is fixed, but i don't look exact value.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7bkfx/finally_its_here_but/phaqp5j/"}, {"agent": "cursor", "date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "text": "4.7 eats tokens. i like 4.6 better personally and will only use 4.7 high for complex planning", "link": "https://www.reddit.com/r/cursor/comments/1x7d6j4/cursors_days_are_gone_pro_lasts_5_days_super/ph6a304/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "yeah. have had opus 5.5 high running on /goal for 4 days straight on the $100 plan, and i’m just now approaching my limit. astra high burns my limit in 1-2 days.", "link": "https://www.reddit.com/r/codex/comments/1x7fyi0/claude_pro_gives_10x_more_usage_than_gpt_plus_now/ph45cbk/"}]}, {"name": "Trivial prompt consumes large share of limit", "definition": "A single greeting, one-line edit, short question or small task is reported to use a large percentage of the limit or a large dollar amount; long multi-step or orchestrated jobs are out.", "other": false, "userWeeks": 1313, "posts": 1403, "agents": [{"id": "codex", "userWeeks": 640}, {"id": "claude-code", "userWeeks": 319}, {"id": "antigravity", "userWeeks": 160}, {"id": "cursor", "userWeeks": 84}, {"id": "opencode", "userWeeks": 48}, {"id": "copilot", "userWeeks": 26}, {"id": "kiro", "userWeeks": 12}, {"id": "devin", "userWeeks": 7}, {"id": "cline", "userWeeks": 6}, {"id": "pi", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "i sent a continue message for it to carry on the last unfinished task and before i was even able to check back in. normally my tasks would be 50 minutes to 3 hours and never really go over 50% usage. it was all gone.", "link": "https://www.reddit.com/r/codex/comments/1x98noc/possible_culprit_of_recent_usage_drains/phjxf91/"}, {"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "obviously something is wrong just look on google tons of ppl havevthis problem\ni ask a question in a new sessuon and boom one percent used for weekly", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93zzl/maxxing_out_usage/phjiwog/"}, {"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "i used it for the first time yesterday. i got it to have a look at a zip and then a md file of a little floorplan tool i'm making and suggest some improvements. it was about 5 minutes worth of work honestly\n74% session used up lmao. so fuck all.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x93d48/is_gemini_4_argon_available_on_agy_with_the_74/phixbft/"}]}, {"name": "Low effort setting fails to save quota", "definition": "Lower reasoning or effort levels (light, low, medium) are reported to use as much quota as higher levels, or more, or high/max/fast modes are reported to cost far more than they deliver; complaints that don't name an effort or speed setting are out.", "other": false, "userWeeks": 1277, "posts": 1405, "agents": [{"id": "codex", "userWeeks": 940}, {"id": "claude-code", "userWeeks": 183}, {"id": "antigravity", "userWeeks": 58}, {"id": "cursor", "userWeeks": 47}, {"id": "opencode", "userWeeks": 29}, {"id": "copilot", "userWeeks": 7}, {"id": "devin", "userWeeks": 6}, {"id": "amp", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "i already burned 50% in an hour two agents on sol light…no bueno, $200 plan", "link": "https://www.reddit.com/r/codex/comments/1x8o5oj/do_not_trust_61_sol_right_now/phetz2c/"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "one simple prompt, for a very simple task, consumed 90% of the weekly tokens. and that was using low effort.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph7oc68/"}, {"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@shakhzod1001 yes! i am porting tekken 3 to sega saturn and even on sol 6.1 medium my quota is draining enough to run few round on codex cli, very disappointing ([link])", "link": "https://twitter.com/1890076530770075648/status/2111503138762973234"}]}, {"name": "Subagents and parallel sessions multiply hidden spend", "definition": "Quota drains because of fan-out the user can't easily see: spawned subagents, forked agents, reviewer models, parallel threads or orchestration that run expensive models; heavy use of a single session is out.", "other": false, "userWeeks": 1235, "posts": 1352, "agents": [{"id": "codex", "userWeeks": 560}, {"id": "claude-code", "userWeeks": 479}, {"id": "cursor", "userWeeks": 99}, {"id": "antigravity", "userWeeks": 29}, {"id": "opencode", "userWeeks": 28}, {"id": "copilot", "userWeeks": 10}, {"id": "pi", "userWeeks": 9}, {"id": "devin", "userWeeks": 7}, {"id": "factory", "userWeeks": 6}, {"id": "amp", "userWeeks": 5}, {"id": "kiro", "userWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've never burned 50% of my 5x in one day before during normal use. it's really easy to do if i enable workflows but workflows is disabled.\ni'm thinking this has to do with the new sub-sessions (nested sessions) they added.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phjsedm/"}, {"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "whenever i use team work my 5h limit just vanishes in an hour", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8c6ro/adding_these_three_at_the_end_of_any_prompt_my/phff3lc/"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@dabit3 @cognition devin cloud with macos is my go to alternative when for remote building. however, i noticed that for every minutes that the vm is live, it consumes much tokens, and more tokens consumption when it triggered child sessions when the more vm are being used.", "link": "https://twitter.com/1994170271201415170/status/2111269191613641012"}]}, {"name": "Quota spent on retries, loops and no output", "definition": "Quota goes on capacity retries, recovering from tool or console failures, polling, unneeded scripts or files, or scanning unrelated files, and the run finishes with little or no useful result; runs that cost a lot but produced the requested work are out.", "other": false, "userWeeks": 1145, "posts": 1249, "agents": [{"id": "codex", "userWeeks": 606}, {"id": "claude-code", "userWeeks": 294}, {"id": "antigravity", "userWeeks": 98}, {"id": "opencode", "userWeeks": 53}, {"id": "cursor", "userWeeks": 50}, {"id": "copilot", "userWeeks": 14}, {"id": "amp", "userWeeks": 6}, {"id": "cline", "userWeeks": 5}, {"id": "devin", "userWeeks": 5}, {"id": "factory", "userWeeks": 4}, {"id": "pi", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "warp", "userWeeks": 2}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "my \"screenshot tool\" froze and drained all my 5h usage in 40 minutes", "link": "https://www.reddit.com/r/codex/comments/1x96a0v/burning_through_usage_fast/phixa2g/"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "got my second @cursor_ai ultra sub today. attempting to connect my origin-native repo directly to @firebase app connect, burned my entire 30 days ultra sub in 3. using 6.1 @openai to build full pr process, by chaining automations with web hooks. @build refreshes in 4 days. 👍👍", "link": "https://twitter.com/1888014285579894786/status/2111657461094518986"}, {"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity weekly quota means blowing through seven days of tokens before lunch on one stubborn race condition", "link": "https://twitter.com/971433793444708353/status/2111350206734491959"}]}, {"name": "Context size and extras inflate per-turn cost", "definition": "Spend goes up because of large or default 1M contexts, enabled plugins and apps, cloud credits being used first, or background integrations calling the agent; cost from the model choice or effort level alone is out.", "other": false, "userWeeks": 695, "posts": 749, "agents": [{"id": "claude-code", "userWeeks": 236}, {"id": "codex", "userWeeks": 227}, {"id": "cursor", "userWeeks": 85}, {"id": "opencode", "userWeeks": 55}, {"id": "antigravity", "userWeeks": 30}, {"id": "copilot", "userWeeks": 18}, {"id": "pi", "userWeeks": 11}, {"id": "kiro", "userWeeks": 9}, {"id": "devin", "userWeeks": 7}, {"id": "cline", "userWeeks": 6}, {"id": "amp", "userWeeks": 5}, {"id": "factory", "userWeeks": 3}, {"id": "conductor", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah exactly, and the skill made it worse in this case. 5 calls instead of 1, and each one re-read the prompt plus the skill's own instructions. so it wrote less but read way more", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ku98/does_an_answer_with_html_skill_actually_save/phdwxz2/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "try something else. superpowers is still great only if you have funds to spare. it eats... a lot of tokens.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7vyps/is_superpowers_skills_still_useful/ph7p2lf/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have turned off browser settings and removed all mcp, skill and plugins. its literally,just naked claude that spends 75k starting a session. i start a new session and type hi, 90k gone", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x705pb/i_have_removed_all_skills_connectors_plugins/ph2atfv/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 1686, "posts": 1779, "agents": [{"id": "codex", "userWeeks": 824}, {"id": "claude-code", "userWeeks": 451}, {"id": "cursor", "userWeeks": 119}, {"id": "opencode", "userWeeks": 98}, {"id": "antigravity", "userWeeks": 91}, {"id": "copilot", "userWeeks": 23}, {"id": "devin", "userWeeks": 23}, {"id": "kiro", "userWeeks": 15}, {"id": "pi", "userWeeks": 12}, {"id": "factory", "userWeeks": 9}, {"id": "amp", "userWeeks": 6}, {"id": "cline", "userWeeks": 6}, {"id": "augment", "userWeeks": 3}, {"id": "warp", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "weird, because task for task today, 6 astra ate 20% of my usage compared to 8% on 6.1 both on ultra.", "link": "https://www.reddit.com/r/codex/comments/1x8o5oj/do_not_trust_61_sol_right_now/phepa1k/"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "is it just me or does the usage drain like crazy with the new projects on @claudeai code @claudedevs. using opus 5.5 on medium", "link": "https://twitter.com/1871868223/status/2111780782511431873"}]}]}, "limits.plan_value": {"userWeeks": 8744, "declined": 0, "modes": [{"name": "Allowance runs out days before reset", "definition": "The user's normal workload uses up the weekly, monthly or 5-hour allowance well before the period resets, leaving them locked out or waiting; this covers paid tiers including top plans, but not cases where the user says they used it unusually hard or the bundled allowance from a partner plan was smaller than expected.", "other": false, "userWeeks": 2606, "posts": 2812, "agents": [{"id": "codex", "userWeeks": 1199}, {"id": "claude-code", "userWeeks": 857}, {"id": "cursor", "userWeeks": 226}, {"id": "antigravity", "userWeeks": 131}, {"id": "opencode", "userWeeks": 82}, {"id": "devin", "userWeeks": 50}, {"id": "factory", "userWeeks": 23}, {"id": "copilot", "userWeeks": 17}, {"id": "amp", "userWeeks": 10}, {"id": "cline", "userWeeks": 4}, {"id": "kiro", "userWeeks": 4}, {"id": "conductor", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "this week has been way worse than previous weeks, maybe this means a reset is incoming after they drop a new model? i barely got two days out of my $100 a month sub. i'm contemplating getting 25x now", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93zzl/maxxing_out_usage/"}, {"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "same, 42% gone in 24 hours. only reset last night. weekend too and getting hammered", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9c916/just_another_usage_post/phkl15c/"}, {"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i spent 4 days to get through 100% so i hit my reset and continued doing more of the same work and used 90% in ~10 hours until i started rationing the reset of it like i'm on a desert island and handing everything that wasn't frontend design to codex.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phk5iex/"}]}, {"name": "Worse value per dollar than competitors", "definition": "Users compare the usage they get per dollar against other agents, plans or the raw API and conclude a rival gives more, then downgrade, cancel or switch; complaints about absolute cap size with no comparison are out.", "other": false, "userWeeks": 2392, "posts": 2687, "agents": [{"id": "codex", "userWeeks": 1216}, {"id": "claude-code", "userWeeks": 443}, {"id": "cursor", "userWeeks": 285}, {"id": "opencode", "userWeeks": 156}, {"id": "antigravity", "userWeeks": 115}, {"id": "copilot", "userWeeks": 92}, {"id": "devin", "userWeeks": 33}, {"id": "factory", "userWeeks": 13}, {"id": "kiro", "userWeeks": 13}, {"id": "cline", "userWeeks": 7}, {"id": "amp", "userWeeks": 6}, {"id": "zed", "userWeeks": 4}, {"id": "augment", "userWeeks": 2}, {"id": "conductor", "userWeeks": 2}, {"id": "grok-build", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "claude 100 is about the same as codex 200 20x. the caveat is that it has 5hr. no real reason at this point to use codex when claude is just better. i was really in this boat of loving codex, but until oai gets itself sorted, claude is better.", "link": "https://www.reddit.com/r/codex/comments/1x950co/how_much_usage_can_i_expect_on_the_100_plan/phjlntv/"}, {"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "not as much as you would get from 5 x 20usd plus accounts. about 50% less. don't ask me why.", "link": "https://www.reddit.com/r/codex/comments/1x950co/how_much_usage_can_i_expect_on_the_100_plan/phi8ejk/"}, {"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "tried $100 plan. it has worse usage limits than $20 plans offered by competitors", "link": "https://www.reddit.com/r/google_antigravity/comments/1x91yy3/is_argon_good/phhhfh9/"}]}, {"name": "Premium models drain allowance disproportionately", "definition": "The newest or most capable models, or modes like fast or max, use up the plan so quickly that they can't realistically be used as daily drivers on the plan the user pays for, which pushes users to weaker models; general caps that don't depend on the model are out.", "other": false, "userWeeks": 971, "posts": 1035, "agents": [{"id": "codex", "userWeeks": 533}, {"id": "claude-code", "userWeeks": 219}, {"id": "antigravity", "userWeeks": 81}, {"id": "cursor", "userWeeks": 72}, {"id": "opencode", "userWeeks": 24}, {"id": "devin", "userWeeks": 16}, {"id": "copilot", "userWeeks": 9}, {"id": "kiro", "userWeeks": 5}, {"id": "amp", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "based on 3.8 flash performance, i believe upcoming flash will be a better thing than argon. argon is completely useless for pro tier. not even 30 minutes work in a weekly quota.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph7wizu/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "sol 6.1 can do that. but with astra, doubt it. i can use my astra in one/two day(s). 20x plan.", "link": "https://www.reddit.com/r/codex/comments/1x7djrf/how_are_you_guys_using_astrasol_without_hitting/ph3d073/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "it makes sense because with the current limits, if you have a pro subscription, it lasts less than opus 5.5.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph2egjw/"}]}, {"name": "Allowance shrinks without workload change", "definition": "Users find the same plan buys noticeably less work than before (quiet multiplier cuts, faster drain after a reset or promo ending) even though their workflow hasn't changed; complaints that are only about the current cap being too small, with no comparison to earlier, are out.", "other": false, "userWeeks": 875, "posts": 927, "agents": [{"id": "codex", "userWeeks": 523}, {"id": "claude-code", "userWeeks": 238}, {"id": "cursor", "userWeeks": 57}, {"id": "antigravity", "userWeeks": 25}, {"id": "opencode", "userWeeks": 23}, {"id": "copilot", "userWeeks": 5}, {"id": "devin", "userWeeks": 4}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs also usage running fast, destoyed x20 plan in 4 days... never happended before", "link": "https://twitter.com/2059290937495359488/status/2111755661763661895"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "lmfao fuck off, no way.\ni am on 20x and i get like 2b max i swear. that's what it feels like lately at least.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7b7om/meanwhile_on_deepseek_16b_tokens_for_less_than/ph2spz6/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "same i've been good with quota for a while now but the past week or two i've been really struggling to get through the week and have to move some session work to another provider.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7avbt/the_usage_issue_has_arrived_now_that_they_win/ph2pefv/"}]}, {"name": "Low-cost entry plans nearly unusable", "definition": "Cheap or entry tiers ($10–$20, 'go' or 'plus' plans) run out after one prompt or a few minutes of agent work, so they're not useful for real coding; complaints about higher tiers are out.", "other": false, "userWeeks": 650, "posts": 672, "agents": [{"id": "codex", "userWeeks": 269}, {"id": "opencode", "userWeeks": 114}, {"id": "claude-code", "userWeeks": 92}, {"id": "antigravity", "userWeeks": 70}, {"id": "cursor", "userWeeks": 35}, {"id": "copilot", "userWeeks": 22}, {"id": "cline", "userWeeks": 18}, {"id": "devin", "userWeeks": 15}, {"id": "factory", "userWeeks": 6}, {"id": "kiro", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "text": "but even for the free plan, does it make sense to hit the usage limit in just one day? i swear i didn't do anything else, nothing particularly heavy.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8osv2/a_beginner_could_use_some_help/phej6r8/"}, {"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@noah_z_zhang @devinai @cognition @devindevelopers i have devin plan and the 20 dollar plan barely lasts like 1.5 hour of coding with opus 5.5 high swe 2 fast fusion ur completely lying", "link": "https://twitter.com/1908038007145283584/status/2111493795317735903"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i am on that ultra 20 plan and couldn't do much with it at all, may be for you they are waiting for compilation or something which gave you false impression on quota", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5efk0/argon_is_finally_here_but_seems_useless_even_on/ph6nael/"}]}, {"name": "Separate model pools and confusing quota windows", "definition": "The allowance is split across model-specific pools or overlapping daily, weekly and monthly meters, so one sub-quota (such as an 'other models' pool or a weekly cap) runs out while the rest stays unused; plain total-allowance exhaustion is out.", "other": false, "userWeeks": 486, "posts": 517, "agents": [{"id": "codex", "userWeeks": 172}, {"id": "claude-code", "userWeeks": 135}, {"id": "cursor", "userWeeks": 57}, {"id": "opencode", "userWeeks": 50}, {"id": "antigravity", "userWeeks": 49}, {"id": "devin", "userWeeks": 10}, {"id": "factory", "userWeeks": 5}, {"id": "cline", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@duxyz @antigravity anyone here know if ultra have weekly and 5 hours limit? cause this is suck for us \"pro\" cause only we have weekly...", "link": "https://twitter.com/1585034568054317056/status/2110898023429714142"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@kaka_ruto @opencode duuude really. everyone’s whining about hourly or weekly limits but the only unhinged one out there is opencode having a monthly limit. if there’s anything that can suck more than the others, it’s that.", "link": "https://twitter.com/73279428/status/2109935710094405729"}, {"agent": "opencode", "date": "2026-10-12", "source": "Reddit", "community": "r/opencodeCLI", "text": "damn it bro! i did end up wasting my money! wish i read this before, but thanks for posting anyways bro i thought i was the only one! also i was under the impression that the limits are per-model but they aren't, the limits are cost-usage limits per 5-hour and the weekly ones!", "link": "https://www.reddit.com/r/opencodeCLI/comments/1s40z4p/opencode_go_plan_is_genuinely_the_worst_coding/pfi7gr3/"}]}, {"name": "Missing tier between plan sizes", "definition": "The price ladder has gaps, so the user finds one tier too small and the next too expensive and ends up stacking multiple accounts or wishing for an in-between plan; complaints that even the top tier runs short are out unless the user says they buy extra accounts because of a missing tier.", "other": false, "userWeeks": 422, "posts": 434, "agents": [{"id": "codex", "userWeeks": 187}, {"id": "claude-code", "userWeeks": 129}, {"id": "cursor", "userWeeks": 39}, {"id": "opencode", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 14}, {"id": "devin", "userWeeks": 12}, {"id": "copilot", "userWeeks": 4}, {"id": "amp", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-17", "source": "X", "community": "@cognition", "text": "@scarletkc @cognition can you offer a $100 package? $20 is not enough, but $200 is too much and i can't use it all.", "link": "https://twitter.com/2076225412443836416/status/2111384914650407200"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i once tried the 200-euro plan, and it really felt like i was getting the 100-euro plan with maybe a 20% bonus.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7avbt/the_usage_issue_has_arrived_now_that_they_win/ph2noxe/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@anthropicai @claudedevs let us have a $400-500 a month plan please. i don't wanna have to micro manage multiple $200 plans. could give us goated amounts of opus and fable and really architect worlds with quota together.", "link": "https://twitter.com/2352504589/status/2110622225497743860"}]}, {"name": "Bundled or partner plan grants less usage", "definition": "Usage that comes with a partner subscription, promo, trial or team plan turns out much smaller than the advertised standalone tier, or misses benefits that direct subscribers get; standard direct plans are out.", "other": false, "userWeeks": 195, "posts": 202, "agents": [{"id": "antigravity", "userWeeks": 48}, {"id": "codex", "userWeeks": 47}, {"id": "cursor", "userWeeks": 33}, {"id": "claude-code", "userWeeks": 26}, {"id": "opencode", "userWeeks": 18}, {"id": "devin", "userWeeks": 12}, {"id": "copilot", "userWeeks": 8}, {"id": "augment", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i got the student plan and have access to both. maybe it’s region based? but argon lasted like 30mins so it’s basically useless", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph778pb/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "my team premium seat is tiny compared to my max 20x seat. our company may just get a new domain name for registering a bunch of 20x consumer plans for developers.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7e9r6/team_premium_625x_vs_personal_max_5x_in_claude/ph5ijqi/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 1058, "posts": 1091, "agents": [{"id": "codex", "userWeeks": 437}, {"id": "claude-code", "userWeeks": 276}, {"id": "antigravity", "userWeeks": 110}, {"id": "cursor", "userWeeks": 107}, {"id": "opencode", "userWeeks": 56}, {"id": "copilot", "userWeeks": 27}, {"id": "devin", "userWeeks": 17}, {"id": "factory", "userWeeks": 11}, {"id": "kiro", "userWeeks": 6}, {"id": "amp", "userWeeks": 5}, {"id": "cline", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": []}]}, "limits.prompt_cache": {"userWeeks": 595, "declined": 0, "modes": [{"name": "Cache expires during idle gaps or long tool runs", "definition": "The cached prefix goes cold because the user steps away, a test suite or long tool call runs past the TTL, or a subagent waits too long, so the next turn re-writes the whole context at full price; this excludes expiry caused by limit resets or session restarts.", "other": false, "userWeeks": 115, "posts": 129, "agents": [{"id": "claude-code", "userWeeks": 77}, {"id": "codex", "userWeeks": 27}, {"id": "opencode", "userWeeks": 6}, {"id": "pi", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "no, codex has random intermittent cache misses (it happens very often, you just don't see it—and that's on purpose). raising the compaction threshold is not a great idea. you do not get 30min guaranteed cache, far from that.", "link": "https://www.reddit.com/r/codex/comments/1x49tci/should_i_upgrade_my_context_for_astra_at_500k/pfi0zs1/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "had the same after breaks. on a big session the first message after you walk away re-sends the whole context to the cache, so a few of those and it's gone. do you resume old sessions a lot?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x31cbp/maxing_out_20x_weekly_usage_mid_week/pf7fyh5/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "i had something similar happen to me. cached input usage was through the roof. just create a handoff file and a new chat and work from there. should solve the leakage", "link": "https://www.reddit.com/r/codex/comments/1x1f92n/banked_reset_500_account/peuceqo/"}]}, {"name": "Harness breaks prefix stability every turn", "definition": "The agent harness or SDK rebuilds the prompt prefix in a way that breaks caching (reordered context, timestamps or IDs in the system prompt, added skills/MCP tools, compaction, missing cache_control on BYOK or third-party models), so cache hit rates stay low even in continuous use; this excludes model or provider routing issues.", "other": false, "userWeeks": 100, "posts": 102, "agents": [{"id": "claude-code", "userWeeks": 30}, {"id": "codex", "userWeeks": 30}, {"id": "opencode", "userWeeks": 27}, {"id": "pi", "userWeeks": 4}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-18", "source": "X", "community": "@pidotdev", "text": "started tracking cache misses in @pidotdev and amazed at how often i miss cache :/ [link]", "link": "https://twitter.com/1586651690148671488/status/2111634624141279365"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "ever since the latest caching update, it seems to lose its efficiency after just 2–3 messages. unfortunately, it doesn't feel nearly as good as it used to. anyone else experiencing this?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1g3b0/i_feel_like_opus_got_nerfed/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "just so you know, this increases yhe cost by several 100% due to horrible caching", "link": "https://www.reddit.com/r/codex/comments/1wxfg79/the_best_usage_for_plus_users/pdtfdb1/"}]}, {"name": "Opaque or punitive cache read/write pricing", "definition": "Cache writes or reads are priced or counted against subscription limits in ways that are undisclosed, recently made more expensive, or silently changed (such as TTL dropping when extra usage kicks in), and per-request cache hit/miss data is not shown; this excludes misses from specific technical causes.", "other": false, "userWeeks": 93, "posts": 101, "agents": [{"id": "claude-code", "userWeeks": 40}, {"id": "codex", "userWeeks": 33}, {"id": "opencode", "userWeeks": 10}, {"id": "cursor", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}], "examples": []}, {"name": "Resuming after limit reset or restart loses cache", "definition": "Picking a session back up after a usage-limit stop, outage, account switch, process kill, checkpoint rewind or --resume re-reads the full conversation uncached and burns a large share of the new quota; this excludes ordinary idle expiry inside a live session.", "other": false, "userWeeks": 66, "posts": 67, "agents": [{"id": "claude-code", "userWeeks": 43}, {"id": "codex", "userWeeks": 20}, {"id": "opencode", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "i noticed this too, when we had 5h limits on $100/$200 plans. sometimes it resumed with complete garbage.\nit seems that when the cache gets cold you lose something with that.", "link": "https://www.reddit.com/r/codex/comments/1x91po7/anyone_else_notice_claude_code_or_codex_rushing/phhol6b/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "tried but didn’t like it as it reuses the sessions and would bomb usage on cache expiry.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2k7dz/if_you_dont_have_access_to_claude_code_projects/pf448ac/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "the only problem about this is the cache. at least with claude you can't transfer the cache to your other account. this sonetimes cost up to 20% of 5h limit.", "link": "https://www.reddit.com/r/codex/comments/1x29tn0/auto_switch_between_your_codex_accounts_midtask/pf0d9tt/"}]}, {"name": "Provider routing ignores cache affinity", "definition": "Gateways or routers send turns of one session to different inference providers, or use providers with poor or no prefix caching, so cache hits drop and responses slow down compared with connecting to the model API directly; this excludes misses caused by the harness itself.", "other": false, "userWeeks": 63, "posts": 70, "agents": [{"id": "opencode", "userWeeks": 34}, {"id": "codex", "userWeeks": 12}, {"id": "claude-code", "userWeeks": 8}, {"id": "pi", "userWeeks": 5}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "text": "i dont think thats the case ... \n[[link]\nits the same session, ran for about 16mins, cache hit is still effectively 0... so i think its a routing problem between providers rather than cache timed out ... ", "link": "https://www.reddit.com/r/opencode/comments/1x502wd/deepseekv41flash_cache_hit_rate_is_like_non/pgi9zi1/"}, {"agent": "amp", "date": "2026-10-09", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode hi quinn, thanks for getting back to me!\none of our users is having an issue where they're trying to use opus 5.5 on venice with amp code but their cache hit rate seems to be super low (where it definitely shouldn't). i can get them to hit report bug", "link": "https://twitter.com/1559149302756347906/status/2108493591886598645"}, {"agent": "opencode", "date": "2026-10-08", "source": "X", "community": "@opencode", "text": "is there a problem with the cache of opencode go? it feels lower than directly connecting to the model provider's api. @opencode", "link": "https://twitter.com/2030882346069880832/status/2108120657674502391"}]}, {"name": "Model or effort switch invalidates cache", "definition": "Changing the model, reasoning effort, plan mode, priority tier or a side-chat/fork mid-thread silently throws away the warm cache and makes the next message cost full price; this excludes invalidation from harness prefix changes the user did not trigger.", "other": false, "userWeeks": 59, "posts": 60, "agents": [{"id": "codex", "userWeeks": 28}, {"id": "claude-code", "userWeeks": 19}, {"id": "opencode", "userWeeks": 5}, {"id": "pi", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "i'm not talking about bugs, i'm talking about the actual feature as its supposed to be. at least in the api, changing the reasoning level mid-conversation is not supposed to break cache, as per the offical documentation ([a model guide for the gpt-6 family | openai]([link])). ", "link": "https://www.reddit.com/r/codex/comments/1wzvwco/do_you_want_this_feature_true_auto_chatgpt/pefg8sr/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "meanwhile, what happened to forking threads? that was a great way to use your cache. gone!", "link": "https://www.reddit.com/r/codex/comments/1wx7k6u/more_promises/pdxgyu5/"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs good post. biggest lesson from my own sessions: switch models mid-conversation once and your cache savings evaporate. learned that the expensive way.", "link": "https://twitter.com/1664368189600587776/status/2103584754776092944"}]}, {"name": "Cache regressions inflate usage without notice", "definition": "A release bug or backend change suddenly drops cache hits or bills cache as fresh input, so quotas drain much faster with no change in the user's work and no acknowledgement, refund or reset; this excludes known pricing policy.", "other": false, "userWeeks": 55, "posts": 62, "agents": [{"id": "claude-code", "userWeeks": 32}, {"id": "codex", "userWeeks": 16}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "i think this is very likely true! antigravity incorrectly handled the cache and api discounts. \n@officiallogank @antigravity [link]", "link": "https://twitter.com/1594959396764672000/status/2110639182523900023"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes same here since like 4-5 days, but with claude code and i realise the context usage goes down drastically by that. because the cache write is not hit anymore. for 3rd party tools i guess it's annoying, i could not find a setting for it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5n49q/autocompact_self_triggers_when_idle/pgnqdls/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs the actual cache hit rate for projects is less than 30%, and the token bill has already increased.", "link": "https://twitter.com/1975720803779158020/status/2108918862721032334"}]}, {"name": "Subagent fan-out repays cache writes", "definition": "Subagents and verifier loops get short default TTLs or separate contexts, so each one rewrites large shared payloads to cache again and again, multiplying usage where the user can't see it; this excludes misses in the main thread.", "other": false, "userWeeks": 55, "posts": 59, "agents": [{"id": "claude-code", "userWeeks": 30}, {"id": "codex", "userWeeks": 17}, {"id": "pi", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeAI", "text": "but apparently not at the higher fable rate at least? 🤔\nbut yes, not ideal display.\nin the \"usage\" tab of claude code itself for the current session it looks to be broken out properly though. that the advisor gets zero cache is a significant cost dimension.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x40uzs/advisor_doesnt_actually_count_towards_the_weekly/pfg31a0/"}, {"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "i'd be careful with that. cache is not shared between different models, and advisor context is currently entirely uncached. so every single time opus invokes the fable advisor, you're paying for the full uncached read cost for your entire context window so far at fable rates.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrpq38/any_idea_what_anthropic_figured_out/pcgipyq/"}, {"agent": "claude-code", "date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "text": "just fyi every advisor call costs the full session’s tokens *without* cache. there’s a breakpoint where it becomes more expensive than just using the expensive model directly.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wpg0fy/opus_55_is_the_default_now_so_who_still_switches/pbvmoym/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 43, "posts": 46, "agents": [{"id": "claude-code", "userWeeks": 18}, {"id": "codex", "userWeeks": 14}, {"id": "opencode", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-05", "source": "Reddit", "community": "r/opencode", "text": "opencode has an error with dsv4f in the input cache that causes higher consumption; i recommend spark 1.3 as an excellent alternative. i also recommend stopping the use of command code; it seems to me that it is another scam from india, in my humble opinion.", "link": "https://www.reddit.com/r/opencode/comments/1wy6ac0/opencode_go_se_esta_gastando_más_rápido_que/pe08up1/"}]}]}, "limits.reset_schedule": {"userWeeks": 4369, "declined": 0, "modes": [{"name": "Unpredictable reset timing and type", "definition": "Resets come without advance notice, are announced only on social media, or it is unclear whether a reset is instant or banked, so users can't plan when to spend or save quota; a specific reset that never arrived is out of scope.", "other": false, "userWeeks": 766, "posts": 816, "agents": [{"id": "codex", "userWeeks": 585}, {"id": "claude-code", "userWeeks": 123}, {"id": "cursor", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 16}, {"id": "opencode", "userWeeks": 13}, {"id": "cline", "userWeeks": 4}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "trying to predict whether or not tibo will reset is the single most annoying thing about using codex.", "link": "https://www.reddit.com/r/codex/comments/1x7vvhy/codex_caching_improved/ph7pgph/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "because of how sporadic these resets are i'm inclined to use fast mode until i'm at like 10% usage left then switching to a cheaper model like 6.1 to avoid missing out on unused credits. would be better if they were banked.", "link": "https://www.reddit.com/r/codex/comments/1x7hl12/you_might_wanna_burn_through_your_codex_limits/ph50qzt/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "reset day usages are always the worst. the strategy of randomly giving resets instead of higher usable limits(like claude) makes the product hard to depend upon", "link": "https://www.reddit.com/r/codex/comments/1x6vafr/codex_usage_on_pro_drain_faster_today/pgzdob5/"}]}, {"name": "Promised reset missing or late on accounts", "definition": "A reset that was announced or promised arrives hours late, never shows up, or reaches only some accounts, regions, or plans, leaving users waiting at 0%; resets that arrive but get revoked or expire belong to the banked-reset mode.", "other": false, "userWeeks": 761, "posts": 843, "agents": [{"id": "codex", "userWeeks": 597}, {"id": "claude-code", "userWeeks": 128}, {"id": "cursor", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 9}, {"id": "opencode", "userWeeks": 9}, {"id": "copilot", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @anthropicai my claude pro session limit is stuck at 100% even after its scheduled reset time. weekly usage was only 14%. i've restarted the windows desktop app and tested claude in the browser, but both remain blocked.", "link": "https://twitter.com/1970354594191749120/status/2111623752974753871"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudeai @claudedevs @anthropicai i didn't receive any reset?\ni signed up for the plan this week?\ni signed up for this plan and didn't even receive the reset? [link]", "link": "https://twitter.com/2109370080035274752/status/2111493594448310409"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "luck you even had one. two max 20x plans and i didnt receive one on either.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6lrh0/i_get_an_extra_5_with_this_little_trick/pgzhpc1/"}]}, {"name": "Bonus reset wipes saved allowance and runway", "definition": "A forced or bonus reset replaces the user's remaining allowance with 100% and restarts the 7-day timer, pushing the next scheduled reset back, so careful pacers lose quota; resets that only land badly close to the normal date are covered separately.", "other": false, "userWeeks": 709, "posts": 844, "agents": [{"id": "codex", "userWeeks": 613}, {"id": "claude-code", "userWeeks": 76}, {"id": "antigravity", "userWeeks": 12}, {"id": "cursor", "userWeeks": 6}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "yes i reset and had 98 left and then tibo reset that and pushed it by another day. resets should not apply if you are underusing your quota. so lets say you hav 86% left and 6 days to the reset you are using right on target and shuold not recieve a reset to push the week back.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph37slc/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "i've had more than one time where i already had close to 100% usage remaining (like 90%) and then the reset pushed my reset date out by 5 days or so, which definitely was harmful.", "link": "https://www.reddit.com/r/codex/comments/1x75r1d/the_forced_reset_swallowed_half_my_banked_reset/ph1q63d/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "right, 90% resetting in two days is better than a surprise 100% resetting in 7 days.\nand there went my plan to use 45%/day for two days…", "link": "https://www.reddit.com/r/codex/comments/1x6h0oh/the_reset_system_literally_rewards_you_for_nuking/pgv8buu/"}]}, {"name": "Banked resets vanish, expire, or won't apply", "definition": "Saved resets disappear, expire before they are useful, hit an unstated cap, don't appear in the UI, get revoked, or are refused (\"limit does not need to be reset\"); this excludes banked resets the agent spends by itself.", "other": false, "userWeeks": 584, "posts": 628, "agents": [{"id": "codex", "userWeeks": 506}, {"id": "claude-code", "userWeeks": 69}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "they kept giving global resets that i cant even use my banked resets that are close to expiring lol", "link": "https://www.reddit.com/r/codex/comments/1x8kztf/did_you_recieve_the_reset_i_already_got_it_for/phev76g/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "its only 10/17, wasn't the banked reset good till 10/22?\ni downgraded my subscription from 20x to 5x on my last billing cycle 10/10.\ndid the downgrade eat my banked reset?\nim just confused why i lost it?\nanyone else experience this?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8iozh/what_happened_to_my_banked_reset/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "hi, @lydiahallie @bcherny @claudedevs i had a opus 5.5 promo limit reset \"cedar_ember\" active on my claude max with an oct 22 expiration. reached weekly cap today to find tengu_cedar_ember was nullified server-side 5 days early without being consumed.", "link": "https://twitter.com/2368476331/status/2111497534401356251"}]}, {"name": "Reset lands uselessly close to scheduled reset", "definition": "A bonus or global reset arrives hours or a day before the user's own weekly reset, or right after they spent a banked reset, so it adds little or nothing; this excludes resets that shorten runway by moving the date.", "other": false, "userWeeks": 557, "posts": 583, "agents": [{"id": "codex", "userWeeks": 376}, {"id": "claude-code", "userWeeks": 165}, {"id": "antigravity", "userWeeks": 9}, {"id": "cursor", "userWeeks": 5}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "i regret burning a banked reset yesterday and losing it at 80%. i am now at 39% of my $100 plan. yay!", "link": "https://www.reddit.com/r/codex/comments/1x8wj35/codex_burning_usage_way_faster_after_reset/phhu3uf/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "fuck sake i didn't see this and used a reset literally minutes before it reset.", "link": "https://www.reddit.com/r/codex/comments/1x8ekc4/day13_reset/phdig8k/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "i agree.. i used a bank reset the other morning and literally an hour later they announced a reset.. i’m probably being petty but that was frustrating.", "link": "https://www.reddit.com/r/codex/comments/1x8ekzi/reset_landing_by_end_of_day_today_pst/phc26nv/"}]}, {"name": "Reset or renewal skips some limit windows", "definition": "A reset, bought credit, or subscription renewal restores only the 5-hour or only the weekly window, or leaves out separate limits such as reasoning or session caps, so the user stays blocked or is surprised about which limit was cleared.", "other": false, "userWeeks": 243, "posts": 270, "agents": [{"id": "codex", "userWeeks": 137}, {"id": "claude-code", "userWeeks": 74}, {"id": "cursor", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 8}, {"id": "opencode", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "no just end it otherwise you will just keep watching counter , they won’t restart your usage if you do pay ", "link": "https://www.reddit.com/r/codex/comments/1x2m20y/subscription_ending/pf4czoz/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "you will not lose anything. you just exposed why it's dumb that your weekly usage is not reset upon payment.", "link": "https://www.reddit.com/r/codex/comments/1x2m20y/subscription_ending/pf3oyep/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "i lost 50% of my usage, after spending $50 for a reset. mad, no warning.", "link": "https://www.reddit.com/r/codex/comments/1wzmdt7/reset_has_landed/ped0ppv/"}]}, {"name": "Paid resets overpriced or unavailable to buy", "definition": "Users find paid resets too expensive for the quota they give, or the option to buy a reset has disappeared or is hidden in the UI; pricing complaints about base plans that don't involve resets are out of scope.", "other": false, "userWeeks": 231, "posts": 237, "agents": [{"id": "codex", "userWeeks": 153}, {"id": "claude-code", "userWeeks": 38}, {"id": "cursor", "userWeeks": 25}, {"id": "opencode", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": []}, {"name": "Agent spends banked resets without consent", "definition": "The coding agent or its subagents use one of the user's banked resets on their own, for example when asked to use a reserve model or when quota is still high, as opposed to the user misusing a reset by mistake.", "other": false, "userWeeks": 198, "posts": 218, "agents": [{"id": "codex", "userWeeks": 179}, {"id": "claude-code", "userWeeks": 16}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "me too. fuck.......\nyou know whats more fuck up?\ni didnt even use 1% of my new reset...\ni just used the banked reset because i was at 0% in the middle of an answer.... ", "link": "https://www.reddit.com/r/codex/comments/1x2roma/reset_lended_for_day_6/pf6zf3p/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "text": "my claude reset auto-activated when i opened settings @claudedevs @claudeai bug obviously and not cool at all", "link": "https://twitter.com/1302501754781814787/status/2109402423898886533"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "i've been testing my work and used a banked reset and noticed it burns almost double the speed versus a natural reset or one that was globally reset.\n \nanyone else experiencing this, is this the intended purpose or am i the one hallucinating?", "link": "https://www.reddit.com/r/codex/comments/1x1jve9/banked_reset_not_a_true_full_reset/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 727, "posts": 755, "agents": [{"id": "codex", "userWeeks": 357}, {"id": "claude-code", "userWeeks": 255}, {"id": "cursor", "userWeeks": 53}, {"id": "antigravity", "userWeeks": 36}, {"id": "opencode", "userWeeks": 14}, {"id": "devin", "userWeeks": 4}, {"id": "factory", "userWeeks": 3}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "time to go back to codex, at least when i was there i was receiving resets every week", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x99xhm/have_the_limits_been_lowered_significantly_since/phjsvsj/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "its honestly annoying at this point. give me a banked reset or leave my shit alone", "link": "https://www.reddit.com/r/codex/comments/1x8ekzi/reset_landing_by_end_of_day_today_pst/phc0tyi/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it's been 24 days since the last claude code limit reset, and codex users got 6 resets in the last 30 days. could we get one too? 🙏", "link": "https://twitter.com/1652454659431313408/status/2111440091315073198"}]}]}, "limits.usage_meter": {"userWeeks": 2057, "declined": 0, "modes": [{"name": "Meter swings or reverses without matching usage", "definition": "The displayed usage or remaining percentage jumps sharply, drops in one step, refills on its own, or bounces back and forth (for example 75% to 4%, or 7% to 57% and back to 6%), and the swing does not match the work the user actually did; slow draining while nothing is running is out.", "other": false, "userWeeks": 607, "posts": 688, "agents": [{"id": "codex", "userWeeks": 488}, {"id": "claude-code", "userWeeks": 91}, {"id": "opencode", "userWeeks": 14}, {"id": "cursor", "userWeeks": 11}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "[link]\nfunny math of codex. your limits and usage regulates literally by random number generator =)", "link": "https://www.reddit.com/r/codex/comments/1x8wbt4/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgbffa/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "literally wiped my usage out 16 hours ago from 60% to 0% on $200 a month plan.... they've had this bug before but never has it lasted 16-fucking hours", "link": "https://www.reddit.com/r/codex/comments/1x8cott/am_i_going_crazy/phcef7y/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "dropped from 68% to 0% on one of my plus accounts a few seconds after starting a new prompt &amp; session for a customer, so something is clearly going on. (happened yesterday, still not fixed)", "link": "https://www.reddit.com/r/codex/comments/1x8cott/am_i_going_crazy/phbqazv/"}]}, {"name": "No per-session, per-model, or token breakdown", "definition": "The product shows only one combined percentage or pool and hides the detail needed to see what used the quota, such as per-session, per-task, per-model or per-agent usage, input, output and cached token counts, context window size and contents, history over time, or how tokens convert into quota percentage; a total that is visible but inaccurate is out.", "other": false, "userWeeks": 395, "posts": 423, "agents": [{"id": "claude-code", "userWeeks": 125}, {"id": "codex", "userWeeks": 105}, {"id": "opencode", "userWeeks": 68}, {"id": "cursor", "userWeeks": 44}, {"id": "antigravity", "userWeeks": 25}, {"id": "copilot", "userWeeks": 11}, {"id": "devin", "userWeeks": 7}, {"id": "factory", "userWeeks": 4}, {"id": "amp", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@im_irushik @claudedevs back at samming people. no real metrics of measurement than \"usage/time windows\" 😂", "link": "https://twitter.com/1292131104887980034/status/2111762117468504536"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "same frustration. the old summary was actually useful for deciding when to compact or start a new session. now it’s just weekly limits and raw numbers, which are harder to read at a glance.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7md3q/any_easy_way_to_get_back_the_old_claude_code/ph5x4eb/"}, {"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "# model\nmodelgemini-4-argon-contributor\nprovideropencode\nreasoningeffort · high\n# tokens\ninput127.949\noutput1.125\nreasoning831\ncost$0.5343\nthat was my most expensive call... 1 out of 3... no idea how they calculate these things and how much cache input i got...", "link": "https://www.reddit.com/r/opencode/comments/1x7mlp8/gemini_4_argon_contributor/ph5vrk2/"}]}, {"name": "Meter contradicts enforcement or other usage sources", "definition": "The displayed figure disagrees with what actually happens or with another record: the meter shows quota left but the user is blocked, it shows 100% but work goes on, the CLI, dashboard and provider token or cost counts differ, totals are calculated wrong, promised credits never show up, or a stale account's quota is shown; charges booked to the wrong pool are out.", "other": false, "userWeeks": 362, "posts": 389, "agents": [{"id": "codex", "userWeeks": 176}, {"id": "claude-code", "userWeeks": 88}, {"id": "opencode", "userWeeks": 45}, {"id": "cursor", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 13}, {"id": "devin", "userWeeks": 8}, {"id": "amp", "userWeeks": 6}, {"id": "copilot", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "it’s funny because i’m at 0% usage left after yesterday’s bug but still working fine. so i have no idea how much left i do have", "link": "https://www.reddit.com/r/codex/comments/1x8ekc4/day13_reset/phc27cm/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "ya exactly same thing happened to me, and yesterday got 5 hrs limit all of sudden and has 70% left but now it shows 0%", "link": "https://www.reddit.com/r/codex/comments/1x7rx5m/ruined_a_great_thing/pha031z/"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode my usage dashboard is bugging out.\nhow did i use 44% of my weekly limit with just 73.1m tokens. also usage by model doesn't even show my gpt 5.6 sol usage. need some help here [link]", "link": "https://twitter.com/857533507844939776/status/2110976996784374178"}]}, {"name": "Remaining quota and reset times not visible", "definition": "The product says when a limit has been hit but has no easy, always-visible place to see how much of the 5-hour, weekly, monthly or model-specific quota is left and when it resets (for example, it is buried in settings, missing for some plans or routed subscriptions, or missing reset times), so users build their own widgets; meters that are visible but wrong are out.", "other": false, "userWeeks": 300, "posts": 316, "agents": [{"id": "codex", "userWeeks": 109}, {"id": "claude-code", "userWeeks": 82}, {"id": "cursor", "userWeeks": 35}, {"id": "opencode", "userWeeks": 30}, {"id": "antigravity", "userWeeks": 16}, {"id": "devin", "userWeeks": 12}, {"id": "amp", "userWeeks": 9}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "[link]\nit's like personnal max plan ? i don't see menu to claim yet !\ni also still dont have weekly usage visible, its been 10 days, have you encounter the same things?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7g5nz/claude_startups_program_update/ph3ub3r/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "seeing the fable usage was really useful, now it's hidden between multiple clicks which is annoying.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6ciz1/theyve_enshittified_the_usage_stats/pgvb3af/"}, {"agent": "devin", "date": "2026-10-15", "source": "X", "community": "@cognition", "text": "@chris_wozniczek @cognition i wish there was some place where i could check how many tokens i've used this month - i'm looking around the dashboard but can't see anything like that... i'd be really curious thing to know", "link": "https://twitter.com/423774207/status/2110632740332650808"}]}, {"name": "Quota drains while idle or unused", "definition": "Usage climbs while no prompts are being run, such as when the app is just left open, the user is browsing, a model the user never turned on gets charged, or usage appears after a reset the user never used; fast draining during real work that the meter tracks correctly is out.", "other": false, "userWeeks": 241, "posts": 252, "agents": [{"id": "codex", "userWeeks": 166}, {"id": "claude-code", "userWeeks": 46}, {"id": "opencode", "userWeeks": 11}, {"id": "cursor", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "yeah, i had something similar, it asked me for something and i didnt had time and priority to respond. meanwhile watched my usage still go down even tho it was not doing anything at all just waiting for my response.", "link": "https://www.reddit.com/r/codex/comments/1x98noc/possible_culprit_of_recent_usage_drains/phk545n/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "i am on pro 100 and using sol5.6 max was at 70% the usage was dropping very low like 1 percent every 15 minutes i left the pc for half hour and dropped to zero percent", "link": "https://www.reddit.com/r/codex/comments/1x7sl7z/codex_usage_since_last_reset/ph9ysz0/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "this happened to me but mine was left at 1%, not 0. went to sleep with 40% and woke up with 1%. we’ve been resetting so often i don’t care that much but it did happen\nedit: forgot to mention this was last night", "link": "https://www.reddit.com/r/codex/comments/1x7z4ol/codex_weekly_allowance_dropped_from_58_to_0_in_8/ph91t4r/"}]}, {"name": "Usage charged to the wrong pool or plan", "definition": "Consumption is deducted from or shown under the wrong bucket, such as a free model draining paid subscription meters, regular credits used instead of cloud-session credits, fallback balance charged while plan limits remain, background features counted as user requests, or usage labelled with surfaces or categories the user never used; amounts that are only hidden but counted correctly are out.", "other": false, "userWeeks": 136, "posts": 144, "agents": [{"id": "codex", "userWeeks": 54}, {"id": "cursor", "userWeeks": 29}, {"id": "claude-code", "userWeeks": 19}, {"id": "opencode", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 6}, {"id": "devin", "userWeeks": 5}, {"id": "copilot", "userWeeks": 3}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs yo @claudeai @claudedevs i am currently using opus 5.5 only and my 'fable this week' usage is going up!!! wtf!!", "link": "https://twitter.com/1602063680685867015/status/2110846801276506380"}, {"agent": "devin", "date": "2026-10-13", "source": "Reddit", "community": "r/CognitionLabs", "text": "i used the fusion model with chatgpt from my openai account and free model but devin still counting the quota, now the daily quota is exhausted, and i can't switch to pure chatgpt model to continue, my chatgpt still have quota. what's stupid a bug ", "link": "https://www.reddit.com/r/CognitionLabs/comments/1wz5ayy/sign_in_to_devin_with_chatgpt/pgfqlvs/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "ok it doesn't know lmao. it's using a background worker for my nails and says it hasn't started a codex or work task, but it doesn't know how that background worker is counting towards usage lol", "link": "https://www.reddit.com/r/codex/comments/1x2d5fi/dots_is_the_next_sora/pf1v99l/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 95, "posts": 99, "agents": [{"id": "codex", "userWeeks": 39}, {"id": "claude-code", "userWeeks": 27}, {"id": "cursor", "userWeeks": 10}, {"id": "opencode", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 6}, {"id": "devin", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "for me one full 5h window which lasted like 30 minutes only used 1% of the weekly. how is this legal to have all these crazy differences in usage?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x61eqj/one_full_5_hour_limit_resulted_in_23_weekly_usage/ph9mx1n/"}, {"agent": "warp", "date": "2026-10-14", "source": "Reddit", "community": "r/warpdotdev", "text": "appreciate the insight. however, just fyi, the tool still only shows credits used, not currency used.", "link": "https://www.reddit.com/r/warpdotdev/comments/1x4n1hb/think_twice_before_using_autoreload/pgm0b9g/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "unfortunately not. usage analytics also show 0 data for the last 2 days. hmmm", "link": "https://www.reddit.com/r/codex/comments/1x3ng0m/one_of_my_chats_just_disappeared/pfcq4ph/"}]}]}, "limits.window_interrupts_work": {"userWeeks": 3050, "declined": 0, "modes": [{"name": "Window drained in minutes, then hours of waiting", "definition": "The short rolling window runs out within minutes or a few prompts of starting a session, so the user is locked out for hours; complaints that only cite token cost, without the forced wait, are out.", "other": false, "userWeeks": 1129, "posts": 1202, "agents": [{"id": "codex", "userWeeks": 562}, {"id": "claude-code", "userWeeks": 378}, {"id": "antigravity", "userWeeks": 84}, {"id": "opencode", "userWeeks": 51}, {"id": "devin", "userWeeks": 21}, {"id": "cursor", "userWeeks": 14}, {"id": "cline", "userWeeks": 9}, {"id": "factory", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "same bro, it was great untill today !!\ni hit 5 hours limit on simple tasks", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9au2z/tokens_burning_fast/phk3dq6/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity minute usage limits in pro. i will drop gemini.", "link": "https://twitter.com/2037218510179364864/status/2111056953728532629"}, {"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "text": "it is pretty much unusable, less than a 30 mins session and getting rate limited already after just one prompt (agentic coding task) is a joke.", "link": "https://www.reddit.com/r/opencode/comments/1x6se5m/deepseek_41_free/pgy70bg/"}]}, {"name": "Weekly allowance stranded by short window cap", "definition": "Users who work in bursts can't use their weekly quota or banked resets because the short window caps how much they can use per session, so the allowance expires unused; complaints about the weekly cap running out are out.", "other": false, "userWeeks": 434, "posts": 469, "agents": [{"id": "codex", "userWeeks": 250}, {"id": "claude-code", "userWeeks": 143}, {"id": "antigravity", "userWeeks": 16}, {"id": "opencode", "userWeeks": 13}, {"id": "cursor", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "whelp, time to try to burn the last 30% of my weekly- *hits 5 hour window*", "link": "https://www.reddit.com/r/codex/comments/1x8ekzi/reset_landing_by_end_of_day_today_pst/phc8waz/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "careful what you wish for. x2 weekly usage is great, if you stay up for 60 hours to use it because of the 5hr limit. it's hard enough to burn it on a plus account.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf9g57e/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i work in bursts, not continuously throughout the week. 5hr limit is anathema. ", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf8kasg/"}]}, {"name": "Single task cannot fit in one window", "definition": "One planned task or follow-up needs more than one short window to finish, so it gets spread across several reset cycles or is never completed; general complaints about slow progress with no mention of the window are out.", "other": false, "userWeeks": 285, "posts": 304, "agents": [{"id": "codex", "userWeeks": 172}, {"id": "claude-code", "userWeeks": 87}, {"id": "antigravity", "userWeeks": 15}, {"id": "opencode", "userWeeks": 7}, {"id": "cursor", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "unfortunately this is not the case when running multible tasks, the 5 hour window has had me waiting more than running out of weekly usage. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1xiqu/16_hours_until_my_renewal_can_the_20x_plan_handle/pexqbjj/"}]}, {"name": "Running task cut off when window expires", "definition": "A prompt, job, or subagent already running is stopped mid-execution when the short window hits zero, and work or progress is lost or left half-done; blocks that only happen before a new prompt starts are out.", "other": false, "userWeeks": 270, "posts": 284, "agents": [{"id": "codex", "userWeeks": 134}, {"id": "claude-code", "userWeeks": 100}, {"id": "antigravity", "userWeeks": 12}, {"id": "opencode", "userWeeks": 11}, {"id": "cursor", "userWeeks": 7}, {"id": "devin", "userWeeks": 5}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "nobody wants 5h limits, you get in the zone and then you get hit with “limits exceeded”", "link": "https://www.reddit.com/r/codex/comments/1x3nzj3/we_all_are_tibo/pfcs0vn/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "especially indeed. \nthe 5hour limit would be a whole lot more tolerable if it worked the way it used to where the task could at least finish first. (assuming weekly quota still existed)\nthe hard cutoff now makes any 5 hour limit truly difficult", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf7cgmf/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "session restart buns you more token when you get cut out mid work by this fucking 5h limit", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf6xm47/"}]}, {"name": "Reset window consumed immediately on reopening", "definition": "As soon as the short window resets, resumed sessions, cache rewrites, or auto-restarts use it up at once, so the reset gives no usable time; drains that happen gradually during normal work are out.", "other": false, "userWeeks": 158, "posts": 165, "agents": [{"id": "codex", "userWeeks": 75}, {"id": "claude-code", "userWeeks": 68}, {"id": "opencode", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@im_irushik i'm having a big atm where i'm not able to use claude at all, after every 5h reset it resets then within minutes goes back up to 100% usage, i have no clue what's going on and it's quite saddening honestly as i just paid for claude the other day @claudeai @claudedevs", "link": "https://twitter.com/2096146575080734722/status/2111527864915099861"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "the reason why i hated claude was that chat would begin my 5 hour window and forced me to work on claude code immediately or think in advance when to stat working. \nchatgpt had a clear advantage here. what feedback? who said this is best? lol ", "link": "https://www.reddit.com/r/codex/comments/1wxx7y5/chat_and_work_will_be_merged/pe9utpt/"}]}, {"name": "Forced account or tool hopping to dodge window", "definition": "Users keep several subscriptions, accounts, or providers and switch between them mid-session only to keep working past the short window, which breaks continuity and adds overhead; switching for model quality or price reasons is out.", "other": false, "userWeeks": 134, "posts": 140, "agents": [{"id": "codex", "userWeeks": 67}, {"id": "claude-code", "userWeeks": 49}, {"id": "opencode", "userWeeks": 6}, {"id": "amp", "userWeeks": 4}, {"id": "cursor", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "makes no sense you will always be limited by the 5 hour limits. plus 5 accounts is such a hassle", "link": "https://www.reddit.com/r/codex/comments/1x950co/how_much_usage_can_i_expect_on_the_100_plan/phiamq2/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i voted same limit no 5-hour usage. fuck that five hour limit. i refuse double usage for a lock. i already hate the fact anthropic does it. plus it's just another excuse to use your bank to reset on the 5-hour instead of the weekly.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pf8fmxb/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "yep this is the very reason i just can't make proper use of my resets at all. with the 5-hour window your usage is so limited in time, you'd have to stay up day and night running codex to even come close to \"continuous\" usage. not possible ", "link": "https://www.reddit.com/r/codex/comments/1wvjdhh/incoming_reset_sol_61_seems_much_faster_now/pdei4iy/"}]}, {"name": "Unattended jobs stall until window resets", "definition": "Overnight loops, crons, or background agents hit the short window and sit idle or fail to resume until someone restarts them, including cases where one model's use of a shared window blocks other automated processes; interactive sessions the user is watching are out.", "other": false, "userWeeks": 69, "posts": 71, "agents": [{"id": "codex", "userWeeks": 29}, {"id": "claude-code", "userWeeks": 27}, {"id": "devin", "userWeeks": 5}, {"id": "opencode", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "yes, but that’s a lot harder to manage when you have to restart a dead process every 5 hours. ", "link": "https://www.reddit.com/r/codex/comments/1x3e18e/they_could_let_each_user_choose_5_hour_limits/pfbootk/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 732, "posts": 780, "agents": [{"id": "codex", "userWeeks": 365}, {"id": "claude-code", "userWeeks": 217}, {"id": "opencode", "userWeeks": 60}, {"id": "antigravity", "userWeeks": 32}, {"id": "cursor", "userWeeks": 18}, {"id": "devin", "userWeeks": 15}, {"id": "factory", "userWeeks": 13}, {"id": "cline", "userWeeks": 6}, {"id": "copilot", "userWeeks": 4}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have both. both are kinda crap because of the 5 hour limit. without that, both would be more useful.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8wcgu/claude_pro_vs_chatgpt_plus_codex_which_is_better/phgcd6k/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "it's a significant difference, i'm hitting 5hr limits when i never even got close to 50% in the past", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6j064/did_opus_55_just_get_more_expensive/pgvsqam/"}]}]}, "models.catalog_access": {"userWeeks": 2261, "declined": 0, "modes": [{"name": "Model withheld from user's plan tier", "definition": "A model the user expects is locked out of their paid tier, enterprise license, partner-bundled or regional plan, or reaches them only at lower reasoning settings, while other tiers or regions get it; this excludes rollout delays that hit every plan equally.", "other": false, "userWeeks": 552, "posts": 588, "agents": [{"id": "antigravity", "userWeeks": 277}, {"id": "codex", "userWeeks": 123}, {"id": "claude-code", "userWeeks": 50}, {"id": "opencode", "userWeeks": 38}, {"id": "cursor", "userWeeks": 33}, {"id": "copilot", "userWeeks": 14}, {"id": "kiro", "userWeeks": 8}, {"id": "amp", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "when you have literally every model available to you - of course argon would not be so impressive. meanwhile, people were stuck with half baked 3.1 pro preview and flash models. some, including me, still sadly do.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phiufdb/"}, {"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "claude models? paid pro, argon? paid pro, student benefit pro for 1 year? nope", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8unih/watching_google_ais_reputation_bounce_back_and/phijzvw/"}, {"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "for me, my personal experience with antigravity is an an ultimate low. i am still locked out of argon everywhere (antigravity desktop and cli) except for gemini with my paid pro account.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8unih/watching_google_ais_reputation_bounce_back_and/phgfjtr/"}]}, {"name": "Staggered rollout leaves paying users waiting", "definition": "A model has been announced and others already have it, but the user still has no access days or weeks later, with no timeline or explanation, despite updating and reinstalling; this excludes models that are permanently restricted to certain plans.", "other": false, "userWeeks": 419, "posts": 437, "agents": [{"id": "codex", "userWeeks": 184}, {"id": "antigravity", "userWeeks": 107}, {"id": "opencode", "userWeeks": 59}, {"id": "kiro", "userWeeks": 23}, {"id": "claude-code", "userWeeks": 15}, {"id": "cursor", "userWeeks": 12}, {"id": "cline", "userWeeks": 4}, {"id": "copilot", "userWeeks": 4}, {"id": "factory", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "conductor", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity cap of the year. i didnt see any gemini 4 agron in my antigravity. im pro user", "link": "https://twitter.com/1644670135226212354/status/2111820271577682128"}, {"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@geminiapp @antigravity hey, argon has been out for a week, why do i still not have access to it on antigravity ide? i have a ultra plan, and we are the last people to get access to it? wtf, why do you assume everyone wants to use your antigravity agentic app? [link]", "link": "https://twitter.com/2625078508/status/2111500180721913868"}, {"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "i can't see gemini argon in antigravity in my pro plan. i've updated antigravity to the latest version now and still can't see it.@googleaistudio @antigravity @google \ni anyone experiencing the same issue? [link] [link]", "link": "https://twitter.com/1802615717692309504/status/2111404943504711920"}]}, {"name": "Model removed or deprecated without warning", "definition": "A model the user relied on is removed, replaced or cut from their plan, or a whole provider leaves the tool, which breaks configs and workflows or erases usage history; this excludes models that were never offered.", "other": false, "userWeeks": 378, "posts": 407, "agents": [{"id": "antigravity", "userWeeks": 184}, {"id": "codex", "userWeeks": 63}, {"id": "cursor", "userWeeks": 55}, {"id": "opencode", "userWeeks": 42}, {"id": "claude-code", "userWeeks": 18}, {"id": "copilot", "userWeeks": 10}, {"id": "kiro", "userWeeks": 3}, {"id": "pi", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "what does it mean to buy the pro plan and remove the pro model in antigravity?", "link": "https://www.reddit.com/r/google_antigravity/comments/1x53qb4/will_gemini_4_argon_be_available_on_the/phd8jou/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity nah, google, what exactly is going on with antigravity? \nwhen you gave users google ai pro trials, we had access to frontier models like claude opus 4.6, sonnet 4.6 and others. those models were part of the actual experience we got under pro", "link": "https://twitter.com/3370360581/status/2111003310425841786"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "the real problem is not that 4 isn't available in antigravity for pro users, but that 3.1 pro has been removed. there's no model more suitable for planning available unless (i assume) you use a payg api key.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6gz05/unacceptable_ai_pro_downgrade_antigravity_cli/pgz4ndq/"}]}, {"name": "New model missing from one surface", "definition": "A newly released model can be used on one surface of the same product (web, CLI, mobile, cloud) but not on another, such as the desktop app or the Linux build, even after the user updates; this excludes cases where the model is missing everywhere because of the user's plan or region.", "other": false, "userWeeks": 243, "posts": 258, "agents": [{"id": "codex", "userWeeks": 144}, {"id": "antigravity", "userWeeks": 60}, {"id": "opencode", "userWeeks": 19}, {"id": "cursor", "userWeeks": 5}, {"id": "pi", "userWeeks": 3}, {"id": "claude-code", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@geminiapp wtf is wrong with your subscriptions. i have pro subscription, i can use argon in mobile app and web browser but no in antigravity, that shit says \"only available to pro susbscribers\", how many pro accounts do i need. \nyou guys are a f**king joke!\n@antigravity", "link": "https://twitter.com/1591074202072715264/status/2111905911858167973"}, {"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity it seems that i'm the only one in the world still using antigravity ide. why can't argon be used in the ide yet?", "link": "https://twitter.com/984631526980816896/status/2111852939526775290"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "why don't i have gemini 4 in the pro plan? wtf i only have it in the gemini search. not in gravity cli.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x70nez/gemini_4_argon_for_pro_users_has_a_different/phcn8iu/"}]}, {"name": "Third-party frontier models absent or outdated", "definition": "The tool's model catalog leaves out current models from other providers, or only offers versions that are generations old, while it pushes its own models; this excludes problems with the vendor's own new releases.", "other": false, "userWeeks": 219, "posts": 230, "agents": [{"id": "cursor", "userWeeks": 65}, {"id": "antigravity", "userWeeks": 63}, {"id": "opencode", "userWeeks": 25}, {"id": "codex", "userWeeks": 19}, {"id": "claude-code", "userWeeks": 15}, {"id": "kiro", "userWeeks": 13}, {"id": "cline", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "factory", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "i agree. i went with a grok plan for the sole purpose of grokbot and left my cursor ultra. i was thinking of coming back but now, no way. no 3rd party models, not worth it.", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pggwo7y/"}, {"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "and there it goes.\nmy whole use case for cursor was not having to choose one ecosystem and now it's just another single model product, but with a much worse model than the competition.\ntime to start checking out competitors. ", "link": "https://www.reddit.com/r/cursor/comments/1x4or37/cursor_new_plans_and_major_changes/pggda0b/"}, {"agent": "antigravity", "date": "2026-10-11", "source": "Reddit", "community": "r/google_antigravity", "text": "antigravity will just be gemini flash after 2nd nov, third party models will be gone, i have bundled pro account so i will be only left with flash 3.8 too bad no sonnet opus 5.5.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x33an3/unpopular_opinion_90_of_the_hate_toward_google/pf9z2fu/"}]}, {"name": "Listed model unselectable or returns unavailable", "definition": "A model appears in the picker or is advertised for the plan, but selecting it fails, returns 'model unavailable' or HTTP 400 errors, or gets silently swapped, which also covers suspicion that a different model is being served; this excludes models missing from the list entirely.", "other": false, "userWeeks": 212, "posts": 221, "agents": [{"id": "codex", "userWeeks": 77}, {"id": "opencode", "userWeeks": 59}, {"id": "antigravity", "userWeeks": 29}, {"id": "cursor", "userWeeks": 17}, {"id": "claude-code", "userWeeks": 11}, {"id": "copilot", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode i have both go and zen creds. it still says go subscription needed, log shows 403 . i think this has become like nvidia nim models", "link": "https://twitter.com/1077063246513721344/status/2111140545183805447"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "but @antigravity and \"agy\" don't recognize any access to argon or any paid models? [link]", "link": "https://twitter.com/17686110/status/2111124359003689191"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@salcastt @antigravity that’s what the alleged “try gemini 4” button does (turns on 3.8 “thinking”). argon continues to be unavailable for many ultra subscribers without explanation.", "link": "https://twitter.com/2767862064/status/2111091666987995468"}]}, {"name": "Limited multi-provider choice and configuration", "definition": "The tool does not let users bring other providers or models, hides models the account can reach behind a hardcoded list, or removes per-provider model whitelisting, so users turn to proxies or other harnesses; this excludes complaints about the quality of particular models.", "other": false, "userWeeks": 165, "posts": 176, "agents": [{"id": "cursor", "userWeeks": 55}, {"id": "opencode", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 23}, {"id": "codex", "userWeeks": 23}, {"id": "claude-code", "userWeeks": 8}, {"id": "pi", "userWeeks": 6}, {"id": "amp", "userWeeks": 5}, {"id": "copilot", "userWeeks": 5}, {"id": "conductor", "userWeeks": 4}, {"id": "factory", "userWeeks": 3}, {"id": "kiro", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "grok 4.7 is very buggy for a frontier model! and with the new subscription model, @cursor_ai has no alternatives now... so sad.\ni understand that part of the team has had huge product success with @bot, but it's really disappointing that cursor itself is struggling.", "link": "https://twitter.com/967976754890657792/status/2111888769683169769"}, {"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "people are allowed to have preferences. that is why many of us started using cursor because we can have preferences. now we have to only what musk prefers and pay him for it. no thanks.", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/comment/pgkxoak/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 157, "posts": 158, "agents": [{"id": "codex", "userWeeks": 44}, {"id": "cursor", "userWeeks": 35}, {"id": "antigravity", "userWeeks": 25}, {"id": "claude-code", "userWeeks": 20}, {"id": "opencode", "userWeeks": 15}, {"id": "devin", "userWeeks": 5}, {"id": "copilot", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "conductor", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "text": "yeah but it's pretty useless as all the large models force you to use max mode. so you can normally only use models like haiku, luna, etc", "link": "https://www.reddit.com/r/cursor/comments/1x7dos2/final_thoughts_on_cursor/ph6zr5l/"}]}]}, "models.effort_control": {"userWeeks": 717, "declined": 0, "modes": [{"name": "High effort overthinks without better results", "definition": "At high, xhigh or max effort the agent thinks for a very long time, loops on itself ('hmm, wait'), over-engineers, writes too many tests, chases unlikely edge cases or never delivers, and this costs much more time and tokens than lower levels for the same or worse output; complaints about lower levels being too weak are out.", "other": false, "userWeeks": 277, "posts": 294, "agents": [{"id": "codex", "userWeeks": 140}, {"id": "claude-code", "userWeeks": 83}, {"id": "opencode", "userWeeks": 27}, {"id": "antigravity", "userWeeks": 12}, {"id": "copilot", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "i put max on a regex and it came back with a philosophy degree", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8no04/do_you_agree/phefk08/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "luna max takes five times as long as luna xhigh for what seems to be no real gain.", "link": "https://www.reddit.com/r/codex/comments/1x7exnu/do_you_guys_actually_run_max_reasoning_or_is/ph3m9w0/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "i find anything above high is shit. same with sol 6.1. stick with high or lower and it's much better. tibo has been a lot less sarcastic lately.\n", "link": "https://www.reddit.com/r/codex/comments/1wyhcvo/speed_got_better_report_yours/pfj58jo/"}]}, {"name": "Low effort produces sloppy work needing rework", "definition": "At low or medium effort the agent cuts corners, misses consequences, follows instructions poorly or makes basic mistakes, so users must redo the work or keep the effort high anyway; complaints about high effort being wasteful are out.", "other": false, "userWeeks": 108, "posts": 112, "agents": [{"id": "codex", "userWeeks": 64}, {"id": "claude-code", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 9}, {"id": "cursor", "userWeeks": 6}, {"id": "opencode", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "medium has always been like that. low is almost unusable. high is the reasoning to go or switch to smaller model.", "link": "https://www.reddit.com/r/codex/comments/1x1pgkx/astra_decline/pewoa6w/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "low usually heavily underperforms on openai models for me. in my experience lowest good setting is probably high which is still cheaper than sonnet", "link": "https://www.reddit.com/r/codex/comments/1x1ilzd/after_years_on_the_200_tier_even_haiku_is/peux8g9/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "we’ve spent so much time praising opus, fable on low mode is kind of an absolute dog ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x042oi/55_family_is_complete/pehotcc/"}]}, {"name": "Effort level does not behave as labelled", "definition": "The chosen level has little or no visible effect: low or medium still overthinks simple prompts, low or medium shows no reasoning at all, or switching levels changes nothing, which suggests hidden routing or a broken control; cases where the setting is visibly replaced by a different value are out.", "other": false, "userWeeks": 81, "posts": 85, "agents": [{"id": "codex", "userWeeks": 45}, {"id": "claude-code", "userWeeks": 15}, {"id": "opencode", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 8}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "medium or high are the best default, xhigh forces a minimum of reasoning tokens and slows things down even for simple things", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8no04/do_you_agree/phef1zf/"}, {"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "in the desktop app they're all listed as reasoning off, which really kills the usefulness.", "link": "https://www.reddit.com/r/opencode/comments/1x7dbzz/opencode_is_at_its_peak/ph3o08f/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "it doesn't matter if you have it on low or high, it does the same for me.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6rvbu/please_bring_back_gemini_37_at_least/pgzxomu/"}]}, {"name": "Manual effort-to-task matching burden", "definition": "Users must guess and keep re-picking the right model and effort for each task, which is tiring and gets worse because switching busts the prompt cache, levels reset each new chat, effort does not map sensibly when switching models, and agent or skill definition files lack effort fields, so many fall back to one fixed level or build their own routers; failures of a level that was correctly applied are out.", "other": false, "userWeeks": 81, "posts": 84, "agents": [{"id": "codex", "userWeeks": 38}, {"id": "claude-code", "userWeeks": 34}, {"id": "amp", "userWeeks": 5}, {"id": "pi", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "it now takes three clicks to change effort level instead of two. for zero benefit. clear functional downgrade", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6is2o/claude_code_ui_update/ph0w8mx/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "@richkuo7 @claudedevs still hunting for a native effort/model shortcut while the plugins get hackier...... yeah", "link": "https://twitter.com/1903115956643397633/status/2105480749671669917"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "hate these unlabled dots. so low medium high xhigh max? looks like high is the sweet spot for 6.1?", "link": "https://www.reddit.com/r/codex/comments/1wtgemz/gpt61_sol_launched/pcu0bhx/"}]}, {"name": "Desired effort levels missing or unselectable", "definition": "A needed effort level or effort control is not available in a given model, endpoint, plan tier, custom-model integration or interface (such as max being removed, levels being skipped, the selector greyed out mid-conversation, or the control doing nothing when clicked); settings that exist but are overridden are out.", "other": false, "userWeeks": 74, "posts": 78, "agents": [{"id": "codex", "userWeeks": 26}, {"id": "opencode", "userWeeks": 17}, {"id": "claude-code", "userWeeks": 7}, {"id": "amp", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "cline", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "text": "i updated oc v2 and saw a dropdown next to my model dropdown > i clicked it and saw different reasoning modes and then it disappeared ... just bugged right now i'm guessing.", "link": "https://www.reddit.com/r/opencode/comments/1x44luk/how_do_i_choose_a_variant_or_reasoning_model_in/pfhym0i/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeAI", "text": "what happened to the ultracode mode (xhigh+workflows)? it’s been missing from claude code since yesterday. the highest effort level available now is \"max\". that was a really useful option.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x2rhg6/what_happened_to_the_ultracode_mode_xhighworkflows/"}, {"agent": "kiro", "date": "2026-10-01", "source": "X", "community": "@kirodotdev", "text": "@kirodotdev you dont allow level of thinking mode for each model, all kiro's code leaves unlimited bugs since it uses zero thinking.", "link": "https://twitter.com/2002397531226148864/status/2105762386871505150"}]}, {"name": "Chosen effort setting silently overridden or ignored", "definition": "The harness ignores or replaces the effort the user or orchestrator chose, for example subagents inheriting the parent's level, agents dispatched at max despite per-task settings, auto mode or the app snapping back to a default, an unrequested value like 'minimal' being injected, or no way to see the effort actually used; levels that are simply not offered are out.", "other": false, "userWeeks": 62, "posts": 67, "agents": [{"id": "claude-code", "userWeeks": 28}, {"id": "codex", "userWeeks": 16}, {"id": "cline", "userWeeks": 6}, {"id": "copilot", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "text": "subagents are spawning with the correct models but there is no way to know the effort level.\ni am using vscode copilot is inbuilt.local chat.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wuq7dc/issues_with_github_copilot/pd5s1hm/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "why can't background agents have different effort levels in the claude harness than the foreground agent? seems weird @claudedevs [link]", "link": "https://twitter.com/7079062/status/2105644792243732531"}, {"agent": "codex", "date": "2026-10-01", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex app seems to be broken i cant change the model or thinking effort it keep defaulting to sol 6 medium.", "link": "https://twitter.com/941082553787744257/status/2105488682270535819"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 53, "posts": 54, "agents": [{"id": "codex", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "i pray for the day that @claudedevs realizes that every time they limit effort and proactiveness of claude, that makes people angry. they should talk to the moral philosophers in their company to discuss how this falls onto the models.", "link": "https://twitter.com/1004375045026836480/status/2111128272813674947"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "having issues with astra high, no issues with astra extra high", "link": "https://www.reddit.com/r/codex/comments/1x5kwl9/codex_down/pgnbj6z/"}]}]}, "models.quality_drift": {"userWeeks": 4964, "declined": 0, "modes": [{"name": "Same model silently degraded after launch", "definition": "The post says a model under the same name and version got dumber, lazier or more error-prone some time after release, using words like 'nerfed', 'lobotomized' or 'great the first week'. Out: a newer version being compared with an older one, and complaints that are only about usage or price.", "other": false, "userWeeks": 1485, "posts": 1635, "agents": [{"id": "codex", "userWeeks": 808}, {"id": "claude-code", "userWeeks": 478}, {"id": "antigravity", "userWeeks": 61}, {"id": "opencode", "userWeeks": 61}, {"id": "cursor", "userWeeks": 60}, {"id": "copilot", "userWeeks": 7}, {"id": "cline", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "augment", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "3.1 pro might have been awesome, in february. it sure as hell was not when it got discontinued.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8unih/watching_google_ais_reputation_bounce_back_and/phi90jm/"}, {"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "openai codex performance has been so degraded this week, i'm about to switch out all my subscriptions", "link": "https://twitter.com/14130120/status/2111621006867702074"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "couple weeks ago it was braindead, way under sol 5.6 xhigh, and doing dumb stuff sol 5.6 xhigh never did. is it any better now? i've been using opus 5.5 high and loving it", "link": "https://www.reddit.com/r/codex/comments/1x8o0ig/how_is_sol_61_xhigh_doing_for_coding/"}]}, {"name": "New version regresses from its predecessor", "definition": "The post says a newer model version or release does worse than the one before it (for example a 6 vs 5.6, or 5 vs 4.8), often adding that the user went back to the older one. Out: one version decaying over time, and comparisons with a competitor's model that never mention an earlier version.", "other": false, "userWeeks": 1164, "posts": 1290, "agents": [{"id": "codex", "userWeeks": 634}, {"id": "claude-code", "userWeeks": 307}, {"id": "cursor", "userWeeks": 90}, {"id": "antigravity", "userWeeks": 84}, {"id": "opencode", "userWeeks": 36}, {"id": "copilot", "userWeeks": 9}, {"id": "pi", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "its getting bad since astra launch. i will stop sub when qwen4 is launched. im done with cloud subs", "link": "https://www.reddit.com/r/codex/comments/1x8xsxb/do_people_at_openai_actually_use_codex_its_been/phhbvu2/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "i'm using haiku 5.5 to implement plans, something luna 6 can't do correctly. note that luna 5.6 can do this correctly, so luna 6 has been downgraded.", "link": "https://www.reddit.com/r/codex/comments/1x48e1s/luna_6_better_than_haiku_55/phaipp7/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "yes, this is the perfect example of what i’m facing right now in 3.8. on the other hand, 3.7 gives you a straightforward answer without any hallucinations.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6rvbu/please_bring_back_gemini_37_at_least/pgy2yjn/"}]}, {"name": "Worse quality alongside tighter usage limits", "definition": "The post says quality has dropped while quota, limits or price got worse at the same time, so the user gets less value than in the past. Out: complaints only about limits or price that make no claim about output quality over time.", "other": false, "userWeeks": 631, "posts": 673, "agents": [{"id": "codex", "userWeeks": 434}, {"id": "claude-code", "userWeeks": 128}, {"id": "cursor", "userWeeks": 31}, {"id": "antigravity", "userWeeks": 23}, {"id": "opencode", "userWeeks": 8}, {"id": "copilot", "userWeeks": 4}, {"id": "kiro", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "i run into the same problem. they took this incredibly powerful tool and neutered it for the normies, it is increasingly losing value for the low-level work i do.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxc1h9/claudes_safety_classifier_thing_especially_with/pdsbqae/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "i definitely my got moneys worth from jun—aug, but quality of service dropped a ton with codex for the month of september.\neverything i built is pretty mature now so adding/editing things with a local ai model should be enough for me now; no longer gonna throw money at openai ", "link": "https://www.reddit.com/r/codex/comments/1wvi3ce/another_reset_coming/pdh8us7/"}]}, {"name": "Unpredictable day-to-day quality swings", "definition": "The post says quality changes from day to day, by time of day, or from user to user ('great yesterday, lobotomized today', 'not for everyone'), with no steady trend. Out: a lasting decline that is described as one-way.", "other": false, "userWeeks": 450, "posts": 488, "agents": [{"id": "codex", "userWeeks": 234}, {"id": "claude-code", "userWeeks": 151}, {"id": "antigravity", "userWeeks": 27}, {"id": "cursor", "userWeeks": 26}, {"id": "opencode", "userWeeks": 10}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openai codex been totally lost in his insane dreamy world today. no logical tasks gets done. something's off? \nusing gpt-5.6 luna for daily tasks but the memory section and decision makings before generating an answer is totally acting weird today.", "link": "https://twitter.com/2064873711866458112/status/2111426619151732796"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "its the same model, (opus 5.5), but its a different personality again.\ntoday it feels like im taking with an intern.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x71hbe/after_this_latest_update_claude_code_is_slower/ph2whng/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah had a great last week and now we're back to lobotomized claude", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x71hbe/after_this_latest_update_claude_code_is_slower/ph2w6a7/"}]}, {"name": "Whole agent product declined over time", "definition": "The post says the agent app or platform as a whole got worse than it used to be (every model worse, useful features removed, crashes, ignored instruction files). Out: complaints about one specific model's version history.", "other": false, "userWeeks": 373, "posts": 389, "agents": [{"id": "codex", "userWeeks": 164}, {"id": "cursor", "userWeeks": 91}, {"id": "claude-code", "userWeeks": 54}, {"id": "antigravity", "userWeeks": 36}, {"id": "opencode", "userWeeks": 11}, {"id": "copilot", "userWeeks": 8}, {"id": "factory", "userWeeks": 4}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@hakureiorb si \nim just shocked how much the codex cli has degraded", "link": "https://twitter.com/3189258547/status/2111935228478361781"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "it's crazy how the codex app ( chatgpt) which made us all hooked go using desktop apps is now such trash \nclaude was so bad and have come a long way openai's has joined google somehow regressing or maybe anthropic is doing too good after all the hate [link]", "link": "https://twitter.com/1319516729999962112/status/2111095695595941990"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "you are wasting your money. antigravity was good until february or so, after that it was a total shitshow and claude code is way better.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6yj04/subscribed_to_ultra_and_antigravity_is_basically/pgzvsp3/"}]}, {"name": "Shallower reasoning and slower runs than before", "definition": "The post says the model now thinks for less time, skips reasoning, gives skimmed answers, loops, or takes much longer on tasks it used to finish quickly. Out: general 'dumber' claims that don't mention reasoning depth, speed or looping.", "other": false, "userWeeks": 330, "posts": 348, "agents": [{"id": "codex", "userWeeks": 180}, {"id": "claude-code", "userWeeks": 63}, {"id": "antigravity", "userWeeks": 57}, {"id": "cursor", "userWeeks": 16}, {"id": "opencode", "userWeeks": 13}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "they're clearly out of compute. \"pro\" is now giving two paragraph answers to engineering questions that amount to \"yeah, i guess that could probably work\". gonna downgrade back to the $20 plan and switch to claude while i wait for oai to get their shit together.", "link": "https://www.reddit.com/r/codex/comments/1x5qnnb/this_is_ridiculous/pgrrty6/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "the same thing happened to me. tasks that the model handles effortlessly, it spent the whole sunday slow and dumb. and attempts to fix it generated even more 'entropy' in the code.", "link": "https://www.reddit.com/r/codex/comments/1x3rtgy/sol_61_nerfed_today/pfe9xn9/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i noticed a decline late yesterday in its reasoning, it was dumber in a way i've never seen before. still got the job done will, just needed a little more hand holding. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x37mjs/opus_55_is_not_the_same_anymore/pf8ha1h/"}]}, {"name": "Current model degraded before a new release", "definition": "The post links a quality drop in the current model to an upcoming or just-released successor, for example 'they always get dumb right before a release' or 'they lobotomize the previous model'. Out: drops that aren't tied to any release timing.", "other": false, "userWeeks": 308, "posts": 327, "agents": [{"id": "codex", "userWeeks": 200}, {"id": "claude-code", "userWeeks": 79}, {"id": "antigravity", "userWeeks": 18}, {"id": "cursor", "userWeeks": 8}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "ever since gemini 4 argon came out, my 3.8 flash has been acting like a newborn baby locked in a cage with zero socialization...\nit is hallucinating so much.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "it's been dog shit today. opus 5.5 on high = poo-fest. it was kicking ass earlier this week. probably preparing us for a new and improved model which will just be what 5.5 was a few weeks ago.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x61eqj/one_full_5_hour_limit_resulted_in_23_weekly_usage/ph6scm3/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "i already have a mod for this so i know it's a nerf whether anyone believes it or not. the reason could be model release though because this always happens a few days before any model release", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6j064/did_opus_55_just_get_more_expensive/pgx3iqp/"}]}, {"name": "Suspected silent model swap or quantization", "definition": "The post suspects that requests are secretly sent to a weaker, quantized or renamed model instead of the one advertised, compared with how that model used to behave. Out: open, announced deprecations or model removals.", "other": false, "userWeeks": 290, "posts": 330, "agents": [{"id": "codex", "userWeeks": 174}, {"id": "claude-code", "userWeeks": 55}, {"id": "opencode", "userWeeks": 37}, {"id": "antigravity", "userWeeks": 13}, {"id": "cursor", "userWeeks": 7}, {"id": "copilot", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "i think google label is \"high\" or \"3.8\" to make user think it is an upgrade.\nactually they reduce the context count or horsepower in the back and make everything so bad now", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/phi675m/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "yup me too. how does that even happen. they nerfed that shit in real time", "link": "https://www.reddit.com/r/codex/comments/1x7vvhy/codex_caching_improved/ph7sana/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "i think they released the full model (bf16) at the beginning. everyone was excited about the output quality and it’s computationally too demanding for openai. then they slowly started to serve the quantized astra model and it is terrible.", "link": "https://www.reddit.com/r/codex/comments/1x3pifc/what_happened_to_astra/pfd7bcb/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 515, "posts": 524, "agents": [{"id": "codex", "userWeeks": 205}, {"id": "claude-code", "userWeeks": 145}, {"id": "opencode", "userWeeks": 50}, {"id": "cursor", "userWeeks": 49}, {"id": "antigravity", "userWeeks": 47}, {"id": "pi", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "devin", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "exactly the same here… previously after reset it was much better.", "link": "https://www.reddit.com/r/codex/comments/1x8wj35/codex_burning_usage_way_faster_after_reset/phggu9k/"}, {"agent": "copilot", "date": "2026-10-14", "source": "Reddit", "community": "r/GithubCopilot", "text": "but it didn't have this problem before about a month ago. what went wrong?", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4wa07/vs_copilot_agent_struggling_to_edit_files/pgnr9iy/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "man 5.6 sol was what i feel with opus 5.5 now. codex is just straight terrible now.", "link": "https://www.reddit.com/r/codex/comments/1x4jdn2/tibo_has_spoken_time_to_burn_off_your_tokens_by/pgh9rc4/"}]}]}, "models.routing_auto": {"userWeeks": 1251, "declined": 0, "modes": [{"name": "Silent server-side substitution of requested model", "definition": "The backend answers a request with a different, usually weaker or cheaper, model than the one selected, while the UI, logs or billing still show the requested model; this covers capacity, throttling or anti-abuse rerouting, but not visible changes to the model picker or safety-triggered fallbacks.", "other": false, "userWeeks": 306, "posts": 335, "agents": [{"id": "codex", "userWeeks": 151}, {"id": "opencode", "userWeeks": 52}, {"id": "claude-code", "userWeeks": 47}, {"id": "cursor", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 17}, {"id": "copilot", "userWeeks": 5}, {"id": "cline", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "it acts like deepseek... are they tricking us?\nthe output is not like i'm used to for glm5.3 flash on all different providers i get the same type of output and on opencode not...\nwhat's going on?\nany1 else noticing this?", "link": "https://www.reddit.com/r/opencode/comments/1x87ie5/is_glm_53_free_deepseek/"}, {"agent": "copilot", "date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "text": "i have sneak suspicion that if you \"steer\" it mid task, microsoft hijacks it to its own shitty model. it would explain the behavior, but i cannot prove it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7f8pf/copilot_is_slow_and_doing_a_terrible_job_today/ph447si/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "yeah if its 6.1 sol then im ok. but its 6.0 sol which is 5.6 terra in disguise. i was checking the settings but could find anything that would set a default model to use, however on mobile gpt there is an option there though.", "link": "https://www.reddit.com/r/codex/comments/1x7bp35/chatgpt_web_is_routing_my_requests_to_gpt_56_sol/ph3pfjn/"}]}, {"name": "Selected model reset or switched in session", "definition": "The client itself changes the user's chosen model, mode or default, for example reverting mid-conversation, pushing a vendor's preferred model, turning on fast or pricier modes, or changing defaults after an update; hidden backend substitution behind an unchanged label is out.", "other": false, "userWeeks": 219, "posts": 245, "agents": [{"id": "cursor", "userWeeks": 96}, {"id": "codex", "userWeeks": 57}, {"id": "claude-code", "userWeeks": 39}, {"id": "antigravity", "userWeeks": 8}, {"id": "copilot", "userWeeks": 8}, {"id": "factory", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "text": "i’ve done that. but when a new session is open, grok is set as depaul by cursor. even after having it disabled from cursor settings", "link": "https://www.reddit.com/r/cursor/comments/1x8iip3/how_to_disable_grok_47/phe2g2s/"}, {"agent": "cursor", "date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "text": "you seem to have raised a very critical decision about not putting the consumer first, grok usage is forced and not justified to be a default one.", "link": "https://www.reddit.com/r/cursor/comments/1x500t9/cursor_degradation/ph4q7in/"}, {"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "and actually, why the heck does it auto-select grok when i’ve chosen a different model with each new agent? no, i don’t want to do gymnastics to change settings blah blah, i’ll just go somewhere else thenx", "link": "https://www.reddit.com/r/cursor/comments/1x65v6o/great_time_for_competitors_to_step_in/pgvny5q/"}]}, {"name": "Auto mode picks poor or costly models", "definition": "When the user lets an auto router choose, it picks outdated, weak, overpowered or vendor-favoured models, giving worse quality or higher cost than a sensible manual pick; complaints that no auto router exists at all are out.", "other": false, "userWeeks": 191, "posts": 202, "agents": [{"id": "cursor", "userWeeks": 82}, {"id": "copilot", "userWeeks": 35}, {"id": "codex", "userWeeks": 33}, {"id": "opencode", "userWeeks": 18}, {"id": "claude-code", "userWeeks": 14}, {"id": "factory", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "text": "this is the entire reason why i don’t use auto. even deciding if we disable auto on enterprise level because of this", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/pgw0an0/"}, {"agent": "copilot", "date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "text": "auto mode is really brain-dead, lol. a very small discount, and then routing to models that cost more and perform worse.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6iwuq/please_add_an_option_to_disable_gpt53codex/pgvqu7v/"}, {"agent": "copilot", "date": "2026-10-15", "source": "Reddit", "community": "r/GithubCopilot", "text": "i'm not sure why i would want to subject myself to something that might choose something other than gpt luna and make me burn more tokens", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6dl94/what_is_your_honest_opinion_on_this_gh_copilot/pguu7m4/"}]}, {"name": "Subagents ignore the requested model", "definition": "Spawned subagents, cloud agents, automations or subtasks run on a model other than the one configured or requested (the parent model, a fast variant, another vendor's model), often draining a separate quota; how the main session's own model gets chosen is out.", "other": false, "userWeeks": 164, "posts": 175, "agents": [{"id": "claude-code", "userWeeks": 57}, {"id": "codex", "userWeeks": 38}, {"id": "cursor", "userWeeks": 38}, {"id": "copilot", "userWeeks": 10}, {"id": "opencode", "userWeeks": 9}, {"id": "amp", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "what happened is that opus 5.5 spawned some sub agents that were running on fable.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6qfpi/fable_used_when_called_opus_55_max/pgxi9nt/"}, {"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "trying to figure out why bot-spawned cursor agents were so bad... looks like bot ignores the cursor default model setting (grok 4.7 high), and defaults to... a 1-year old non sota model?\n@cursor_ai you're killing me guys what is this? [link]", "link": "https://twitter.com/56608163/status/2110854701818536176"}, {"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "@justine_chang39 @ampcode the model picker getting ignored by sub-agents is so annoying. does the orb config actually pass the model flag through?", "link": "https://twitter.com/1643908924817670145/status/2109762293127094639"}]}, {"name": "No control to pin, choose or exclude models", "definition": "The product removes or hides the model selector, forces auto, blocks choosing a model for subagents or fallback after quota runs out, or offers no way to exclude unwanted models; complaints about a choice being overridden after the user made it are out.", "other": false, "userWeeks": 163, "posts": 172, "agents": [{"id": "cursor", "userWeeks": 51}, {"id": "codex", "userWeeks": 40}, {"id": "claude-code", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 14}, {"id": "copilot", "userWeeks": 10}, {"id": "opencode", "userWeeks": 8}, {"id": "devin", "userWeeks": 7}, {"id": "amp", "userWeeks": 4}, {"id": "conductor", "userWeeks": 3}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-11", "source": "Reddit", "community": "r/GithubCopilot", "text": "i stopped using github copilot student plan after they made it auto mode", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2p2k2/200_ai_credits_for_students_how_are_we_supposed/pf7mof1/"}, {"agent": "copilot", "date": "2026-10-11", "source": "Reddit", "community": "r/GithubCopilot", "text": "it is.\nit's actually worse cause you can't even choose what models to spend your credits on, you're forced to auto.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2p2k2/200_ai_credits_for_students_how_are_we_supposed/pf76s89/"}]}, {"name": "Safety flag forces fallback to older model", "definition": "A content or policy classifier (for example cybersecurity or virus topics) moves the session to an older or lower-tier model and keeps it there, even for harmless work; downgrades driven by capacity or cost are out.", "other": false, "userWeeks": 75, "posts": 79, "agents": [{"id": "claude-code", "userWeeks": 57}, {"id": "codex", "userWeeks": 12}, {"id": "opencode", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "ah, i do use it all the time and get downgraded all the time. the dang was about the cybersecurity application cause it sounded awesome. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x043yp/i_used_claude_code_to_reverseengineer_an_lg_tv/peunznd/"}, {"agent": "factory", "date": "2026-10-01", "source": "X", "community": "@droid", "text": "@fellipesoares @droid opus 5.5, though heads up: they downgrade you to kimi k3 once you hit the limit. also, on the droid cli, you have to toggle off that setting if you don't want it added as a co-author.", "link": "https://twitter.com/1783744572977455104/status/2105742742790025518"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "it's not unlimited. they soft-cap the model after so many prompts and force you onto a weaker model.", "link": "https://www.reddit.com/r/codex/comments/1wsqju9/gpt56_sol_is_listed_as_unlimited_on_the_pro_plan/pcug5bx/"}]}, {"name": "No record of which model served each turn", "definition": "Users cannot see or audit which model actually handled past turns or requests (status shows only the current pick, analytics don't match what was selected, so users write their own scripts or proxies to check); the substitution itself is covered by other modes, so this one covers only the lack of transparency.", "other": false, "userWeeks": 47, "posts": 53, "agents": [{"id": "codex", "userWeeks": 23}, {"id": "cursor", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 4}, {"id": "opencode", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-09-25", "source": "Reddit", "community": "r/opencode", "text": "sometimes i use bigpickle in a web chat and when i ask it what model it uses, it tells me deepseek, it doesn't give me the model or series, and 7 weeks ago, it told me it was using gml 5.3flash, and 2 months ago it told me that its base layer was mimo2.5...", "link": "https://www.reddit.com/r/opencode/comments/1wp5a41/about_bigpickle_which_is_very_good_lately/pc0mnuv/"}, {"agent": "codex", "date": "2026-09-16", "source": "Reddit", "community": "r/codex", "text": "[link]\nvery interesting that gpt 5.6 terra \"did something\", i dont even use terra, i only use sol.what i also realised is it has \"terra\" on other days too even tho i never use it.its so weird, also my scheduled tasks are empty", "link": "https://www.reddit.com/r/codex/comments/1wi1tpt/something_weird_happened/pa7m7wn/"}]}, {"name": "Missing automatic task-based model routing", "definition": "Users want the agent to pick the right model or reasoning level for each task or subtask and have to choose by hand because no router exists; complaints about a router that exists but performs badly are out.", "other": false, "userWeeks": 39, "posts": 39, "agents": [{"id": "codex", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": []}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 86, "posts": 89, "agents": [{"id": "codex", "userWeeks": 24}, {"id": "cursor", "userWeeks": 23}, {"id": "claude-code", "userWeeks": 17}, {"id": "antigravity", "userWeeks": 8}, {"id": "opencode", "userWeeks": 5}, {"id": "copilot", "userWeeks": 3}, {"id": "pi", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@vikaskansalhq @antigravity we need a fallback to flash 3.8, not flash lite 3.5. update either 3.5 flash lite or change the fallback when argon is out", "link": "https://twitter.com/300610801/status/2110984653402202251"}, {"agent": "cursor", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "the biggest issue for me is that it stopped switching smoothly to another model when one goes down. if you still want an actual code editor instead of command-line tools, setting up vs code with your own api key feels pretty close to how cursor used to work.", "link": "https://www.reddit.com/r/cursor/comments/1x4kv5s/yet_another_cursor_letdown_since_spacex/pgne87p/"}, {"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "it’s not, but cursor used to be model agnostic. if a model went offline, it would route you to another appropriate model. doesn’t do that anymore.", "link": "https://www.reddit.com/r/cursor/comments/1x4kv5s/yet_another_cursor_letdown_since_spacex/pggnzwz/"}]}]}, "rel.client_failures": {"userWeeks": 3256, "declined": 0, "modes": [{"name": "App crashes, hangs or stuck loading", "definition": "The desktop app, IDE or CLI crashes, freezes, shows a blank screen, or sits forever on a loading spinner or 'working' state and has to be force-quit or reinstalled; cases where the app runs but cannot reach the backend are excluded.", "other": false, "userWeeks": 962, "posts": 1034, "agents": [{"id": "codex", "userWeeks": 440}, {"id": "antigravity", "userWeeks": 123}, {"id": "opencode", "userWeeks": 109}, {"id": "claude-code", "userWeeks": 100}, {"id": "cursor", "userWeeks": 77}, {"id": "cline", "userWeeks": 24}, {"id": "devin", "userWeeks": 24}, {"id": "copilot", "userWeeks": 15}, {"id": "pi", "userWeeks": 13}, {"id": "zed", "userWeeks": 12}, {"id": "amp", "userWeeks": 9}, {"id": "conductor", "userWeeks": 6}, {"id": "warp", "userWeeks": 6}, {"id": "factory", "userWeeks": 4}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity i had a long session that didn't overuse anything, and when i came back my agy was a blank screen.", "link": "https://twitter.com/3468547097/status/2111927593918468209"}, {"agent": "amp", "date": "2026-10-18", "source": "X", "community": "@AmpCode", "text": "@ampcode please, \nthreads are failing to load and now the desktop app is dead too [link]", "link": "https://twitter.com/1138798227111776257/status/2111753490041061801"}, {"agent": "warp", "date": "2026-10-18", "source": "X", "community": "@warpdotdev", "text": "@branmcconnell @warpdotdev @claudeai it doesnt stop nor warn me, it closes and stops all my claude sessions every time", "link": "https://twitter.com/1915090306099245056/status/2111729777258176702"}]}, {"name": "Shell and tool calls fail to execute", "definition": "The model's tool calls, shell commands, file patches or sandbox setup fail at the client level (permission or sandbox errors, missing tools mid-session, schema validation failures, malformed tool-call parsing ending the loop); bad commands written by the model itself are excluded.", "other": false, "userWeeks": 502, "posts": 532, "agents": [{"id": "codex", "userWeeks": 200}, {"id": "opencode", "userWeeks": 108}, {"id": "claude-code", "userWeeks": 59}, {"id": "antigravity", "userWeeks": 49}, {"id": "cursor", "userWeeks": 23}, {"id": "copilot", "userWeeks": 17}, {"id": "pi", "userWeeks": 16}, {"id": "cline", "userWeeks": 10}, {"id": "zed", "userWeeks": 6}, {"id": "amp", "userWeeks": 5}, {"id": "kiro", "userWeeks": 4}, {"id": "warp", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@dimillian when i try to start a new chat from a different section in the left sidebar of the codex app for mac, i get a red error message: “could not use this project for a local chat.” [link]", "link": "https://twitter.com/2080338471416217600/status/2110680092028305530"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux there is a stupid bug with codex app control causing duplicate keybord hits. [link]", "link": "https://twitter.com/1508761868/status/2110083956330938490"}, {"agent": "opencode", "date": "2026-10-12", "source": "X", "community": "@opencode", "text": "@opencode also, `opencode upgrade --major` doesn't work as a command for me", "link": "https://twitter.com/4863788129/status/2109667279227003106"}]}, {"name": "Runaway memory use and leaks", "definition": "The client or its spawned processes keep using more RAM until the machine slows down, runs out of memory or crashes; high CPU, battery drain and disk bloat without memory growth are excluded.", "other": false, "userWeeks": 335, "posts": 371, "agents": [{"id": "codex", "userWeeks": 143}, {"id": "claude-code", "userWeeks": 64}, {"id": "cursor", "userWeeks": 39}, {"id": "opencode", "userWeeks": 23}, {"id": "antigravity", "userWeeks": 17}, {"id": "devin", "userWeeks": 13}, {"id": "zed", "userWeeks": 12}, {"id": "pi", "userWeeks": 8}, {"id": "cline", "userWeeks": 5}, {"id": "amp", "userWeeks": 3}, {"id": "kiro", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "the app from @bot compared to the codex app and claude app is a rocket, i used it all day and it didn't freeze once. with the others, it averages a memory consumption of 60gb.", "link": "https://twitter.com/93832482/status/2111676566757318961"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudedevs any plan to reduce memory footprint? its crazy that it takes &gt; 500mb for just running an agent loop, it should be possible to optimise it to below 50mb.", "link": "https://twitter.com/1338036555756130304/status/2111490795438268518"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "fuck codex!!!\nmy computer can't even load qwen 3.8 flash next! because codex has taken up 90g of my memory!\nthere are over 400 subprocesses under codex cli; chrome devtools and xcodebuildmcp each have 27 instances. [link]", "link": "https://twitter.com/216190862/status/2111194034459005225"}]}, {"name": "Prompts not sending or connection dropping", "definition": "The client cannot send prompts, keeps disconnecting or 'reconnecting', or fails to reach its own app server, websocket or proxy, so sessions stall even though the app itself stays open; full crashes and model-side output errors are excluded.", "other": false, "userWeeks": 329, "posts": 359, "agents": [{"id": "codex", "userWeeks": 185}, {"id": "opencode", "userWeeks": 34}, {"id": "claude-code", "userWeeks": 32}, {"id": "cursor", "userWeeks": 27}, {"id": "antigravity", "userWeeks": 22}, {"id": "cline", "userWeeks": 11}, {"id": "amp", "userWeeks": 6}, {"id": "devin", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "conductor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "exactly. used it extensively since day 1, after 5 days things started to hiccup, in the 8th day it became unusable. no connection between voice and chat and can’t communicate with codex", "link": "https://www.reddit.com/r/codex/comments/1x97rkc/openai_cooked_with_dots_ux/phjd0br/"}, {"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "text": "[link]\nlooks like a common issue.\ni am also getting the same. on restart, it worked for a few seconds but started giving this error after some time.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8zn99/i_got_banned_from_opencodes_free_tier/phhrip2/"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "why does the error \"codex app-server is not available\" keep appearing these days?", "link": "https://twitter.com/8599592/status/2110633734076538934"}]}, {"name": "Platform-specific breakage on Windows, Linux, WSL", "definition": "Features that work on one OS or surface are broken on another, such as Windows terminal windows flashing, WSL sandbox failures, unsupported hardware, or the desktop app failing where the CLI or web works; bugs that happen on every platform are excluded.", "other": false, "userWeeks": 277, "posts": 285, "agents": [{"id": "codex", "userWeeks": 183}, {"id": "claude-code", "userWeeks": 19}, {"id": "antigravity", "userWeeks": 18}, {"id": "zed", "userWeeks": 13}, {"id": "opencode", "userWeeks": 11}, {"id": "cline", "userWeeks": 9}, {"id": "cursor", "userWeeks": 7}, {"id": "pi", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "when using codex cli on macos, a symptom occurs that i have never seen on windows, where the tui collapses, and it's tough [link]", "link": "https://twitter.com/1188829372918026241/status/2111888317709185136"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux please fix the popping terminals bug on windows with codex cli . it makes it unusable (it happens on windows terminal )", "link": "https://twitter.com/1362839004576706563/status/2110721522515992919"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cli still locks solid on freebsd since few releases ago :(\nalso we can't fix it coz it's a binary 🙃", "link": "https://twitter.com/17085285/status/2110647536591708438"}]}, {"name": "Excessive CPU, battery and fan drain", "definition": "The app burns CPU, GPU, battery or power even when idle or doing light work (e.g. constant re-renders or animations, heavy Electron shell), so laptops heat up or slow down; memory leaks and disk usage are excluded.", "other": false, "userWeeks": 230, "posts": 239, "agents": [{"id": "codex", "userWeeks": 100}, {"id": "claude-code", "userWeeks": 26}, {"id": "cursor", "userWeeks": 23}, {"id": "antigravity", "userWeeks": 21}, {"id": "opencode", "userWeeks": 20}, {"id": "zed", "userWeeks": 12}, {"id": "pi", "userWeeks": 7}, {"id": "copilot", "userWeeks": 5}, {"id": "devin", "userWeeks": 5}, {"id": "warp", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openai codex is the only app cooking my macbook when opened and not even working.", "link": "https://twitter.com/1057587678/status/2111494809034903747"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@b_nnett great job. the codex app and chatgpt web ui are slow and use high cpu and ram,evrytime i open it i feel terrible. @chatgp\n@openai team should feel shame to make such low performance app,they even not ask astra optimize their app", "link": "https://twitter.com/2017200638505918465/status/2110961684135428339"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "love too hear my fans spin up to 100% because i opened the codex app--that's okay, i'll still keep using that garbage", "link": "https://twitter.com/1348022550475886592/status/2110777661777944896"}]}, {"name": "Regressions after client updates", "definition": "A new app or CLI version breaks something that used to work, such as migrations, daemon version mismatches or components that disappear, and users have to roll back or wait for a fix; long-standing bugs that no update introduced are excluded.", "other": false, "userWeeks": 156, "posts": 164, "agents": [{"id": "codex", "userWeeks": 99}, {"id": "claude-code", "userWeeks": 19}, {"id": "antigravity", "userWeeks": 10}, {"id": "opencode", "userWeeks": 10}, {"id": "cursor", "userWeeks": 7}, {"id": "copilot", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "i'm having the same issue on my desktop and laptop. it started around 3 days ago, where the extension starts throwing up errors.", "link": "https://www.reddit.com/r/codex/comments/1x76aoh/chatgpt_edge_extension_chatgptcom_refused_to/phddzh7/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/ChatGPTPro", "text": "started for me yesterday and noticed web is good but desktop app with codex is janked, swapping to sole or even luna and terra makes no difference - something in the app was busted in the update", "link": "https://www.reddit.com/r/ChatGPTPro/comments/1wx95qw/chatgpt_work_wont_read_files_or_screenshot_on/peupl5c/"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @deepusleepy i’ve been facing the issue of my codex app shutting down every 15 minutes for the past day now. i’m on windows 11 and i’ve tried repairing the app, resetting it, uninstalling then reinstalling it. none of it has worked. @thsottiaux we need a fix", "link": "https://twitter.com/1691094373016977408/status/2108393872841650484"}]}, {"name": "Uncontrolled disk and cache growth", "definition": "The client fills local storage with caches, temp extracts, leftover worktrees or bloated history (tens of GB) and never cleans them up; RAM and CPU usage are excluded.", "other": false, "userWeeks": 90, "posts": 96, "agents": [{"id": "codex", "userWeeks": 39}, {"id": "opencode", "userWeeks": 16}, {"id": "cursor", "userWeeks": 13}, {"id": "claude-code", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 7}, {"id": "zed", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "i never had graphical glitches before, only the indexing issue when it was keep using 100% of the ssd all the freaking time", "link": "https://www.reddit.com/r/codex/comments/1x2jobd/anyone_experiencing_crashes_and_weird_system/pf3hypg/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "disk usage always at 100% like i cleared 100gb and then the next day i’m already full up. it’s crashing my computer daily.", "link": "https://www.reddit.com/r/codex/comments/1x1ytxw/codex_disk_usage/pf0898j/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 480, "posts": 496, "agents": [{"id": "codex", "userWeeks": 183}, {"id": "claude-code", "userWeeks": 91}, {"id": "opencode", "userWeeks": 86}, {"id": "antigravity", "userWeeks": 42}, {"id": "cursor", "userWeeks": 29}, {"id": "zed", "userWeeks": 12}, {"id": "pi", "userWeeks": 10}, {"id": "devin", "userWeeks": 8}, {"id": "amp", "userWeeks": 5}, {"id": "kiro", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "factory", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli has to be one of the most unoptimised pieces of software", "link": "https://twitter.com/1574024114221654016/status/2111747395231060279"}]}]}, "rel.response_speed": {"userWeeks": 3877, "declined": 0, "modes": [{"name": "Low token throughput during generation", "definition": "The model streams output at very few tokens per second (often far below advertised rates or the same model's direct API, and often worse at peak demand), so any task crawls; this excludes delays caused by extra reasoning steps, startup lag or stalls before the first token.", "other": false, "userWeeks": 1502, "posts": 1717, "agents": [{"id": "codex", "userWeeks": 924}, {"id": "opencode", "userWeeks": 288}, {"id": "antigravity", "userWeeks": 125}, {"id": "claude-code", "userWeeks": 62}, {"id": "cursor", "userWeeks": 35}, {"id": "devin", "userWeeks": 20}, {"id": "pi", "userWeeks": 14}, {"id": "cline", "userWeeks": 11}, {"id": "factory", "userWeeks": 8}, {"id": "copilot", "userWeeks": 6}, {"id": "amp", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "grok-build", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "mimo is not good at all.\nbut yeah, glm 5.3 flash is really slow on opencode.\nit runs all day to complete a small feature.", "link": "https://www.reddit.com/r/opencode/comments/1x80v2p/future_of_opencode_go/phcjjop/"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "what’s appalling is being an ultra user i tend to live with this slowness", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8apd0/is_it_just_me_or_gemini_38_flash_is_damn_slow/phbtpg5/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "not sure why so many voted for no 5hr limits. there's no way to hit those limits anyway with how slow the models are. might as well get the 2x weekly.", "link": "https://www.reddit.com/r/codex/comments/1x7zs7h/usage_sitting_at_0/phasmah/"}]}, {"name": "Silent speed regression or throttling over time", "definition": "A model or plan that used to be fast becomes clearly slower after a launch, update, user influx, hidden experiment variant or low remaining quota, with no notice; this excludes models that were slow from the start.", "other": false, "userWeeks": 887, "posts": 990, "agents": [{"id": "codex", "userWeeks": 453}, {"id": "antigravity", "userWeeks": 233}, {"id": "claude-code", "userWeeks": 68}, {"id": "opencode", "userWeeks": 59}, {"id": "cursor", "userWeeks": 53}, {"id": "devin", "userWeeks": 10}, {"id": "amp", "userWeeks": 3}, {"id": "copilot", "userWeeks": 3}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "what is slow is 3.8, try downgrading to 3.7 and you will see changes.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8h0q6/agy_is_very_slow_gemini_38_medium/phcwqn7/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs seriously ? last 7 days claude code became slower than before.", "link": "https://twitter.com/2950407828/status/2111249437708144846"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "not sure if this is some soft rate limit, but noticing both fable and opus5.5 take exponentially longer to complete a similar task. it has to some sort of rate limit since fable was complete things in a day while now it takes multiple days.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x79o6s/seeing_similar_tasks_take_longer_to_finish_than/"}]}, {"name": "Overthinking and redundant steps inflate task time", "definition": "The agent spends minutes to hours reasoning, re-checking, auditing, looping or doing work nobody asked for, so simple tasks take far longer than needed or than other tools take; this excludes slowness from low raw inference speed or server capacity.", "other": false, "userWeeks": 607, "posts": 641, "agents": [{"id": "codex", "userWeeks": 313}, {"id": "antigravity", "userWeeks": 114}, {"id": "claude-code", "userWeeks": 75}, {"id": "opencode", "userWeeks": 45}, {"id": "cursor", "userWeeks": 28}, {"id": "copilot", "userWeeks": 6}, {"id": "devin", "userWeeks": 6}, {"id": "cline", "userWeeks": 5}, {"id": "pi", "userWeeks": 5}, {"id": "factory", "userWeeks": 4}, {"id": "kiro", "userWeeks": 4}, {"id": "grok-build", "userWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "fix the slowness of the models inside antigravity, unfortunately for an easy task takes 10-15 minutes to finish the task! where is the most powerful and flash capabilities?", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/ph2uk6i/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes i notice the same these circles are absurd each one takes 5 mins + guaranteed even for a very simple task", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6h5fk/fable_51_opus_55_today_painfully_slow/ph0nlhg/"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i'll take a break from @openai codex for a while @thsottiaux . 6.1 sol is great, but it's too slow for me right now. it's taking hours to do not so complicated stuff and that sucks a lot.", "link": "https://twitter.com/64041638/status/2111044197310677094"}]}, {"name": "Long waits before first response", "definition": "Even trivial prompts such as \"hi\" or a one-line edit take tens of seconds to minutes to get any reply, or the agent stops responding for long stretches, often with overload or retry errors; this excludes cases where output, once it starts, is just slow to stream.", "other": false, "userWeeks": 369, "posts": 392, "agents": [{"id": "codex", "userWeeks": 159}, {"id": "opencode", "userWeeks": 80}, {"id": "antigravity", "userWeeks": 58}, {"id": "claude-code", "userWeeks": 26}, {"id": "cursor", "userWeeks": 20}, {"id": "copilot", "userWeeks": 7}, {"id": "cline", "userWeeks": 6}, {"id": "devin", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-18", "source": "X", "community": "@droid", "text": "@droid gonna give argon another run in droid, my first test there was slow because of latency", "link": "https://twitter.com/1466416677713854477/status/2111854363409088588"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "bro it took 45 second for gemini 3.8 flash to change git branch to another", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8apd0/is_it_just_me_or_gemini_38_flash_is_damn_slow/phbjn89/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "yep extremely slow, taking hours to get simple shit done, borderline unusable currently (and i almost made this exact post 2 hrs ago)", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7xnvx/claude_slow_as_hell_right_now_anyone_else/ph88imt/"}]}, {"name": "Fast mode or premium tier not faster", "definition": "A paid fast mode, higher plan or speed add-on costs more but gives little or no real speedup, and is sometimes slower than the default; this excludes general slowness when no speed option was paid for or turned on.", "other": false, "userWeeks": 253, "posts": 286, "agents": [{"id": "codex", "userWeeks": 203}, {"id": "cursor", "userWeeks": 15}, {"id": "claude-code", "userWeeks": 12}, {"id": "opencode", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 8}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@derrickcchoi could you ask tibo to fix this major issue? 😭 i tagged him on my profile a few days ago but got no reply.\nmy tests a few days ago showed no significant tps difference between fast and normal mode in the codex app. sometimes normal was even faster. that's insane!", "link": "https://twitter.com/1913773282530414592/status/2111642368944582808"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "whats the point of paying for fast mode when most of its time codex spends it writing logs to your ssd and doing slow tool calls.", "link": "https://www.reddit.com/r/codex/comments/1x78fq5/latest_update_on_ultrafast/ph2ip0b/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs this is ironic considering normal mode seems to have slowed down", "link": "https://twitter.com/14552866/status/2111121817792593934"}]}, {"name": "Sluggish app, IDE or CLI client", "definition": "The agent's own software is slow to start, open chats, sync remote sessions or react in the UI, even when the model is responsive; this excludes slowness in model inference or task execution.", "other": false, "userWeeks": 247, "posts": 258, "agents": [{"id": "codex", "userWeeks": 98}, {"id": "antigravity", "userWeeks": 28}, {"id": "cursor", "userWeeks": 27}, {"id": "opencode", "userWeeks": 26}, {"id": "claude-code", "userWeeks": 22}, {"id": "zed", "userWeeks": 14}, {"id": "devin", "userWeeks": 8}, {"id": "pi", "userWeeks": 7}, {"id": "amp", "userWeeks": 6}, {"id": "cline", "userWeeks": 4}, {"id": "copilot", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "is anyone experiencing a 5 second lag when starting a new claude session in the terminal. you write a prompt but nothing shows up for 5 seconds or so. started a couple of days ago.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7y1ih/lag_when_starting_new_session/"}, {"agent": "zed", "date": "2026-10-16", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev there is an issue with the built-in source control, it's too slow when detecting which files have changed", "link": "https://twitter.com/1660797153852157954/status/2111205584213266801"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@charlierguo i think they should never merge codex with the new desktop app! i use codex cli these days as the desktop app is to slow and also when i use it is 99.9% in codex! paying around with the app breaks the models work!", "link": "https://twitter.com/2062940705505292288/status/2110988956477350096"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 411, "posts": 433, "agents": [{"id": "codex", "userWeeks": 224}, {"id": "opencode", "userWeeks": 51}, {"id": "antigravity", "userWeeks": 46}, {"id": "claude-code", "userWeeks": 42}, {"id": "cursor", "userWeeks": 19}, {"id": "pi", "userWeeks": 8}, {"id": "cline", "userWeeks": 6}, {"id": "amp", "userWeeks": 4}, {"id": "devin", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "augment", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai projects have become basically unusable. incredibly slow for even basic tasks. is this just me?", "link": "https://twitter.com/7362502/status/2111829653862432898"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@edwinarbus @jackellis @claudedevs @darioamodei i'd like fast mode. i feel opus 5.5 is just becoming too slow 🥹😆", "link": "https://twitter.com/865177826/status/2111407306692861985"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "@ampcode had some slow experience accessing things from apac, i just feel jealous for anyone living in the us with minimum latency when orbin' lol", "link": "https://twitter.com/2022713436736753664/status/2111214216782987644"}]}]}, "rel.service_errors": {"userWeeks": 2319, "declined": 0, "modes": [{"name": "Total service outage blocks all work", "definition": "The agent, its app, or its whole provider is down or unresponsive for minutes to hours, so no request on any model gets through; this excludes errors limited to one model or to capacity messages.", "other": false, "userWeeks": 693, "posts": 759, "agents": [{"id": "codex", "userWeeks": 300}, {"id": "cursor", "userWeeks": 125}, {"id": "claude-code", "userWeeks": 99}, {"id": "opencode", "userWeeks": 95}, {"id": "antigravity", "userWeeks": 35}, {"id": "amp", "userWeeks": 28}, {"id": "pi", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "is codex not working for anyone else right now? i keep getting error messages and other sessions where the chat isn't moving past the thinking stage. @openai #codex", "link": "https://twitter.com/1473478765644763140/status/2111844686499594712"}, {"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "getting the same error. had to fall back to other apis. opencode is a mess rn.", "link": "https://www.reddit.com/r/opencode/comments/1x8f8o6/wtf_is_going_on/phcikwv/"}, {"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "same here, suddenly died. the weird thing is that it's running on old conversations.", "link": "https://www.reddit.com/r/opencode/comments/1x7ugf0/interesting/ph7g6vu/"}]}, {"name": "Model at capacity or overloaded errors", "definition": "Requests are rejected with \"model at capacity\", \"high traffic\", 529, or overloaded messages even though the user still has quota, often for one particular model or plan; this excludes full outages and rate limits tied to the user's own usage.", "other": false, "userWeeks": 462, "posts": 506, "agents": [{"id": "codex", "userWeeks": 296}, {"id": "antigravity", "userWeeks": 49}, {"id": "claude-code", "userWeeks": 45}, {"id": "opencode", "userWeeks": 40}, {"id": "cursor", "userWeeks": 24}, {"id": "devin", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "factory", "date": "2026-10-18", "source": "X", "community": "@FactoryAI", "text": "@factoryai is anything possible to do with argon always at capacity? it's working for 20m then stop with error", "link": "https://twitter.com/299279185/status/2111848842157003079"}, {"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "after the 5th attempt to get @antigravity argon to create a game - i have given up. every attempt has resulted in \"model not available\" and then the job cancelling after 9 retries. anyone else finding argon impossible to use atm?", "link": "https://twitter.com/1630452238593437696/status/2111272450554286421"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "yea but it feels like i can’t use it because of the model at capacity issues i am still having.", "link": "https://www.reddit.com/r/codex/comments/1x764cy/anyone_else_just_sitting_on_an_insane_amount_of/ph1l5n9/"}]}, {"name": "Mid-task stream disconnects and server errors", "definition": "A running task is cut off by 5xx errors, \"stream disconnected\", empty completions, or connection drops partway through a response, leaving the work incomplete; this excludes requests that fail before they start.", "other": false, "userWeeks": 318, "posts": 335, "agents": [{"id": "codex", "userWeeks": 116}, {"id": "opencode", "userWeeks": 102}, {"id": "claude-code", "userWeeks": 32}, {"id": "antigravity", "userWeeks": 30}, {"id": "cursor", "userWeeks": 15}, {"id": "amp", "userWeeks": 7}, {"id": "cline", "userWeeks": 6}, {"id": "devin", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "text": "im in a different situation, where i constantly get request failed http code 500\nit does get through 5% of the time.. so yay.", "link": "https://www.reddit.com/r/opencode/comments/1x8wkea/opencode_is_not_working_with_any_of_the_free_model/phgj66r/"}, {"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": ". @cursor_ai i am facing this issue : error: server error\n the server failed 4 times. please try again, or contact support if the issue persists.\nwhat to do?", "link": "https://twitter.com/1963633786362761222/status/2111380143092670574"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "getting too much \"stream disconnected before completion: websocket closed by server before response.completed\" unfortunately. uninstalling.", "link": "https://www.reddit.com/r/codex/comments/1x631cp/i_got_claude_models_working_inside_the_chatgpt/pgxsypy/"}]}, {"name": "Endpoint or provider errors from gateways", "definition": "Requests fail straight away with 404, 401, \"provider unavailable\", \"endpoint unavailable\", or \"no available models\" errors from a router, gateway, or subscription proxy even though the model is listed and the user's credentials and balance are valid; this excludes capacity and rate-limit messages.", "other": false, "userWeeks": 292, "posts": 314, "agents": [{"id": "opencode", "userWeeks": 127}, {"id": "codex", "userWeeks": 115}, {"id": "cursor", "userWeeks": 15}, {"id": "antigravity", "userWeeks": 12}, {"id": "claude-code", "userWeeks": 12}, {"id": "factory", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "text": "i just opened opencode desktop, it says the api key expired? before that, the models responded 500 server internal error. what is really going on here?", "link": "https://www.reddit.com/r/opencode/comments/1x8y2sz/is_anyone_having_these_issues/"}, {"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "hello!\nhas anyone else had issues with glm 5.3 flash? i tried to use it and first it gave me endpoint unavailable a few times, then when it finally started thinking it was just stuck on thinking for 20-30 minutes until it said rate limit reached.", "link": "https://www.reddit.com/r/opencode/comments/1x7i361/glm_53_flash_not_working_free_tier/"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity bro. your models always show this error - model not available... re trying", "link": "https://twitter.com/1559177699519766528/status/2110242038138769657"}]}, {"name": "Severe slowness and timeouts under load", "definition": "The service technically responds, but inference or tool calls are so slow, or hit so many timeouts, that the agent is unusable during peak hours; this excludes outright error responses.", "other": false, "userWeeks": 217, "posts": 229, "agents": [{"id": "codex", "userWeeks": 80}, {"id": "opencode", "userWeeks": 53}, {"id": "antigravity", "userWeeks": 32}, {"id": "cursor", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 16}, {"id": "devin", "userWeeks": 5}, {"id": "factory", "userWeeks": 3}, {"id": "kiro", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "i always have this problem, like if i leave my desk for 5 min, when i comeback working it take around 20min to reconnecting. i switched to claude, it's my best decision ever!", "link": "https://www.reddit.com/r/codex/comments/1x6z6ib/this_needs_to_stop/ph3yhg2/"}, {"agent": "factory", "date": "2026-10-14", "source": "X", "community": "@droid", "text": "@droid hi，today, opus 5.5 keeps showing a timeout error. please check that", "link": "https://twitter.com/1571456058815844352/status/2110399965021499826"}, {"agent": "opencode", "date": "2026-10-13", "source": "Reddit", "community": "r/opencodeCLI", "text": "i can't use big pickle for the last 24 hours. are you also facing the same issue?\ni had to switch to space bunny for a while.\nyesterday it doesn't even enter the log in opencode dashboard, now it does but i don't actually get reply for very long time.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x4szz6/is_big_pickle_down/"}]}, {"name": "Spurious rate-limit 429s despite available quota", "definition": "The agent or its gateway returns 429 or \"rate limit exceeded\" errors, sometimes after the session has been idle, that don't reflect the user's actual consumption or plan limits; this excludes genuine quota exhaustion.", "other": false, "userWeeks": 175, "posts": 184, "agents": [{"id": "opencode", "userWeeks": 90}, {"id": "codex", "userWeeks": 40}, {"id": "antigravity", "userWeeks": 13}, {"id": "cursor", "userWeeks": 10}, {"id": "claude-code", "userWeeks": 6}, {"id": "cline", "userWeeks": 5}, {"id": "pi", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "currently opencode seems to be having issues now during conversations. it abruptly ends with *rate limit exceeded, try again later*.", "link": "https://www.reddit.com/r/opencode/comments/1x7dbzz/opencode_is_at_its_peak/ph3ap3l/"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode keep getting hit with rate limits on 1 thread being open with no subagents. wtf", "link": "https://twitter.com/1972323744183152640/status/2110946112337322181"}, {"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "text": "i got the same problem.\nmy go subscription just renewed last night.\ni wake up and go to use space bunny, big pickle, and nothing works. says i'm rate limited. wtf.", "link": "https://www.reddit.com/r/opencode/comments/1x6sbqu/is_everything_busted/pgyikwg/"}]}, {"name": "Failed requests still consume usage quota", "definition": "Outages, errors, or interrupted runs burn tokens or session limits without producing useful output, or token use spikes after an incident, and no credit is given; this excludes high usage on requests that succeeded normally.", "other": false, "userWeeks": 95, "posts": 100, "agents": [{"id": "codex", "userWeeks": 44}, {"id": "claude-code", "userWeeks": 31}, {"id": "antigravity", "userWeeks": 11}, {"id": "cursor", "userWeeks": 4}, {"id": "opencode", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-09", "source": "Reddit", "community": "r/codex", "text": "yeah this definitely wasn't a display bug. my usage emptied out entirely and i was unable to use service for the next hour, so i just walked away. it's been restored, but it's unusual for them not to properly address some of these outages.", "link": "https://www.reddit.com/r/codex/comments/1wbytkc/this_is_why_i_chose_openai_anthropic/p8ulesm/"}, {"agent": "codex", "date": "2026-09-05", "source": "Reddit", "community": "r/codex", "text": "it’s almost as if they’re stress testing and will review next week- i had usage drain down to then get hit with the same capacity issue. granted, i’m playing around with it on plus since i usually don’t hit my limits. ", "link": "https://www.reddit.com/r/codex/comments/1w84nfn/200_a_month_btw/p81krxx/"}, {"agent": "claude-code", "date": "2026-09-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "the only thing where i am expecting some kind of return is when their service was unavailable and killed 15 agents with each 400k cached tokens. i expected something from them.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w6o3xu/tibo_is_giving_one_reset_a_day_and_we_are_offered/p7ovfl5/"}]}, {"name": "Status page denies an ongoing incident", "definition": "The provider's status page shows everything operational, or no official acknowledgment or explanation is given, while users are hitting widespread errors; this excludes the errors themselves.", "other": false, "userWeeks": 51, "posts": 54, "agents": [{"id": "codex", "userWeeks": 30}, {"id": "claude-code", "userWeeks": 11}, {"id": "cursor", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-17", "source": "X", "community": "@opencode", "text": "is @opencode down, @thdxr ?\nstatus page is green, but my keys are failing, and i cant relogin to the console [link]", "link": "https://twitter.com/366624801/status/2111512352113762773"}, {"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @spacex yet today, the entire thing had a major malfunction and a meltdown, and there’s nothing on your page about it. why is that?", "link": "https://twitter.com/1864688803199279104/status/2110461034624663912"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "exactly the funniest part is that everything is supposedly “operational” while people can barely get their work done. at this point, i’m starting to think their status page is running on a different infrastructure than codex itself 😂💀", "link": "https://www.reddit.com/r/codex/comments/1x3v81l/is_anyone_else_experiencing_extremely_slow/pfenfq8/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 129, "posts": 140, "agents": [{"id": "codex", "userWeeks": 56}, {"id": "opencode", "userWeeks": 35}, {"id": "antigravity", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 12}, {"id": "copilot", "userWeeks": 3}, {"id": "kiro", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "opencode today's api interface is severely damaged @opencode", "link": "https://twitter.com/976811979405840384/status/2111895302659875171"}]}]}, "rel.update_breakage": {"userWeeks": 1078, "declined": 0, "modes": [{"name": "Features silently removed or behaviour changed", "definition": "An update removes or reworks something users relied on without warning, such as modes, context or usage indicators, session renaming, voices, inline assist, thinking-block display, auto-mode permissions, or default flags; full breakage and performance problems are out.", "other": false, "userWeeks": 288, "posts": 315, "agents": [{"id": "codex", "userWeeks": 102}, {"id": "claude-code", "userWeeks": 90}, {"id": "antigravity", "userWeeks": 22}, {"id": "opencode", "userWeeks": 22}, {"id": "cursor", "userWeeks": 17}, {"id": "copilot", "userWeeks": 14}, {"id": "pi", "userWeeks": 8}, {"id": "conductor", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah for me it's like they got rid of several useful features and oversimplified several things? i don't get it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7md3q/any_easy_way_to_get_back_the_old_claude_code/ph8fu3b/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs ...while screwing other features. prompt suggestions doesn't work 😉", "link": "https://twitter.com/930046524545032192/status/2111459023816204547"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "same the dragging of files kinda killed my need for the idea as well as other updates in the app.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph4p092/"}]}, {"name": "Update leaves the tool unable to start or work", "definition": "After an update the app or CLI won't open, crashes, throws auth or sandbox errors, or can't list or use any model, so the user can't work at all; partial feature loss and slowdowns are out.", "other": false, "userWeeks": 206, "posts": 222, "agents": [{"id": "codex", "userWeeks": 133}, {"id": "opencode", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 17}, {"id": "claude-code", "userWeeks": 14}, {"id": "cursor", "userWeeks": 10}, {"id": "copilot", "userWeeks": 4}, {"id": "devin", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux for some reason codex cli is failing on latest version!! [link]", "link": "https://twitter.com/1698011510042251264/status/2111751972575744208"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli version v0.163.0, the recent updated one, has this frustrating bug. i checked github and few devs also facing this error and the git repo is still open. please check a look @thsottiaux @openaidevs [link]", "link": "https://twitter.com/1569265110895726594/status/2111165898484486588"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@raspystentorian @opencode but nothing works on their own app anymore. everything that used to work no longer works, not even the free ones. or am i doing something wrong?", "link": "https://twitter.com/47386244/status/2110911081661313166"}]}, {"name": "Disruptive or unreliable update process", "definition": "Updating itself causes trouble: forced restarts mid-session, failed or repeated installs, auto-updates that reinstall a broken version, releases too frequent to keep up with, or missing changelogs; what the new version breaks once installed is out.", "other": false, "userWeeks": 195, "posts": 208, "agents": [{"id": "codex", "userWeeks": 98}, {"id": "claude-code", "userWeeks": 27}, {"id": "cursor", "userWeeks": 25}, {"id": "antigravity", "userWeeks": 19}, {"id": "opencode", "userWeeks": 11}, {"id": "pi", "userWeeks": 5}, {"id": "amp", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "text": "idk if it's just me but many times my update install failed and it actually deleted cursor for me so i had to download it again", "link": "https://www.reddit.com/r/cursor/comments/1x891kf/cursor_updates/phc6lc5/"}, {"agent": "cursor", "date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "text": "i am windows os user, everytime cursor update will failed. so,i need to end nodejs task using task manager (control+ alt + delete).", "link": "https://www.reddit.com/r/cursor/comments/1x891kf/cursor_updates/phayr3g/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@rafathebuilder @claudedevs this has happened to me as well when i've updated in the past. you can solve it in a few hours but yes very annoying.", "link": "https://twitter.com/905265497221980160/status/2110651142204207399"}]}, {"name": "Major version migration breaks plugins and configs", "definition": "Moving to a new major version or forced product transition makes existing plugins, extensions, custom agents, permission formats, schemas, or dependent crates incompatible, and users pin or stay on old versions; single-feature regressions within a version are out.", "other": false, "userWeeks": 87, "posts": 91, "agents": [{"id": "opencode", "userWeeks": 46}, {"id": "codex", "userWeeks": 11}, {"id": "pi", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 8}, {"id": "claude-code", "userWeeks": 6}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-15", "source": "X", "community": "@opencode", "text": "i was very confused why opencode cli was reporting \"ratelimited\" errors, then realised upgrading from v1 to v2 from the app itself, logs you out of your go account. we are back on track now @opencode", "link": "https://twitter.com/2055596782978052096/status/2110756753298043093"}, {"agent": "copilot", "date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "text": "yeah sure but its time and money already invested in a enterprise product. backward compatibilty here is non existant.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x2b0pr/the_harness_is_absolute_trash/pf48x7y/"}]}, {"name": "Background processes added by update misbehave", "definition": "An update adds daemons or helper processes that flash terminal windows, linger unannounced, or break shells and paths (for example on Windows or WSL), and users need flags like --no-daemon or a rollback to fix it; other UI changes are out.", "other": false, "userWeeks": 73, "posts": 77, "agents": [{"id": "codex", "userWeeks": 59}, {"id": "claude-code", "userWeeks": 4}, {"id": "cursor", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "updating codex cli from 0.155.1 to 0.160.1 wrecked my workflow on wsl. pasting text and hitting enter now lag for seconds. been dealing with this for days. --no-daemon --no-alt-screen helps, but this regression is brutal. @openaidevs", "link": "https://twitter.com/762877583222386689/status/2108310671397929228"}, {"agent": "codex", "date": "2026-09-28", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "after updating to codex-cli 0.158.0, the pwsh.exe window keeps opening and closing repeatedly.", "link": "https://twitter.com/1674665552/status/2104458755547218013"}, {"agent": "codex", "date": "2026-09-28", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "since the update of codex cli 157, the terminal window keeps popping up and disappearing every time i call the tool. i searched and it seems i'm not the only one. do they release it without qa...?", "link": "https://twitter.com/54878691/status/2104450858885009682"}]}, {"name": "Model quality or quota regresses after release", "definition": "After a new model or release the agent does noticeably worse work, stalls or loops, or uses up quota much faster on the same tasks; app crashes and UI changes are out.", "other": false, "userWeeks": 73, "posts": 79, "agents": [{"id": "codex", "userWeeks": 35}, {"id": "claude-code", "userWeeks": 14}, {"id": "antigravity", "userWeeks": 7}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 4}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "downgrade to a week ago and it works with no sol 6.1. you got to use the chatgpt app on the codex tab. rip", "link": "https://www.reddit.com/r/codex/comments/1wwdehl/codex_vscode_bug/pdkgdbs/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "revert to a version a week ago, that comes without 6.1 sol. it's a bug. codex sucks, and so is their produce.", "link": "https://www.reddit.com/r/codex/comments/1ww1swk/codex_seems_to_be_napping_for_me/pdhcdp3/"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "update: use this version, it works but don't use 6.1 until they fix it. \n[link]\n", "link": "https://www.reddit.com/r/codex/comments/1wvkdx1/codex_in_vs_code_gets_stuck/pdd0jhy/"}]}, {"name": "Update wipes or hides user data and settings", "definition": "An update deletes or stops showing chat history, sessions, projects, local patches, or chosen settings such as the default model, even when the data still exists on disk; missing product features are out.", "other": false, "userWeeks": 58, "posts": 60, "agents": [{"id": "codex", "userWeeks": 26}, {"id": "claude-code", "userWeeks": 13}, {"id": "opencode", "userWeeks": 7}, {"id": "copilot", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "investigating an untethered solution for glow. \nright now, codex app updates break the appearance plugin, requiring a reinstall/reconfig (bad ux)\ntrying to find a clean way around this", "link": "https://twitter.com/1889707010419204098/status/2111178855587410190"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes this new update sucks its fking shit all my folders are not fked and i can't find anything... this needs to be optional setting not forced - fking idiot made this update", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6ftbn/stop_messing_with_user_workflows/pgvd6kf/"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "updated to @opencode 2 and all my sessions were gone. apparently it uses a different database or something?\nhad an agent port them over and we good. @omarchy rocks", "link": "https://twitter.com/198961023/status/2110480961041527250"}]}, {"name": "Performance regressions after an update", "definition": "After an update the tool or the whole machine gets slower, input lags, fans spin up, memory leaks, or it runs out of memory, while features still work; crashes on launch and model quality complaints are out.", "other": false, "userWeeks": 50, "posts": 54, "agents": [{"id": "codex", "userWeeks": 20}, {"id": "antigravity", "userWeeks": 10}, {"id": "cursor", "userWeeks": 7}, {"id": "opencode", "userWeeks": 5}, {"id": "claude-code", "userWeeks": 4}, {"id": "devin", "userWeeks": 3}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "warning the first time you open codex app with the new changes to how it stores cache and stuff. it took a lot of time for it clean up and just killed my mac. it cleared out 80 gigs of storage though", "link": "https://twitter.com/14210529/status/2110836531493740788"}, {"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs something broke in the last update(2.1.291), whenever i type something it takes 10-20sec to show the text in the terminal", "link": "https://twitter.com/2419293523/status/2107373148471492690"}, {"agent": "codex", "date": "2026-10-02", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i updated the codex cli this morning and have been having various issues — dns failures, sluggish output. anyone else seeing this?", "link": "https://twitter.com/1253747458871615494/status/2105903096388022613"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 77, "posts": 77, "agents": [{"id": "codex", "userWeeks": 23}, {"id": "claude-code", "userWeeks": 22}, {"id": "opencode", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 9}, {"id": "cursor", "userWeeks": 6}, {"id": "pi", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "well, for this specific case is a no-no for me. i'd been facing this for months, finding fixes with the agent is not helpful. somehow it is restored once after a specific update, but now i'm facing it again.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x83cx3/attempting_to_restore_the_sidebar/ph9ufdb/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity when are you fixing the bug on the \"scroll\" feature that can with recent updates?", "link": "https://twitter.com/1177140526778408960/status/2110976887421821245"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "a bug that was not so prevalent 3 days ago.\nthis is really confirming the meme from when these 30 days were anounced. day 5: \"moved button to the left\". day 6: \"moved button to the right\"", "link": "https://www.reddit.com/r/codex/comments/1x6owlw/tibo_post_day_11weve_landed_a_series_of_changes/pgx646p/"}]}]}, "setup.extensions_mcp": {"userWeeks": 1028, "declined": 0, "modes": [{"name": "Integration setup and management too hard", "definition": "Common integrations are missing from the store or have no built-in option, the MCP/plugin settings are hidden or clumsy, there is no per-session or per-directory way to turn them on or off, and plugin review or approval stalls; connections that authenticate but then fail at runtime are out.", "other": false, "userWeeks": 220, "posts": 227, "agents": [{"id": "claude-code", "userWeeks": 41}, {"id": "antigravity", "userWeeks": 36}, {"id": "pi", "userWeeks": 27}, {"id": "codex", "userWeeks": 23}, {"id": "cursor", "userWeeks": 23}, {"id": "zed", "userWeeks": 21}, {"id": "opencode", "userWeeks": 17}, {"id": "copilot", "userWeeks": 10}, {"id": "amp", "userWeeks": 7}, {"id": "cline", "userWeeks": 6}, {"id": "devin", "userWeeks": 4}, {"id": "factory", "userWeeks": 3}, {"id": "conductor", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "it feels pretty wild that @claudedevs does not have a personal outlook mail connector while muse and grokbot are going 🥜 \nclaude recommended that i forward all outlook mails to gmail and connect gmail instead.", "link": "https://twitter.com/94744222/status/2111195612343578844"}, {"agent": "zed", "date": "2026-10-13", "source": "X", "community": "@zeddotdev", "text": "@jksully313 @zeddotdev its been a few months since i last tried so i don’t remember all the small anoyences, but a major issue is that vs code has a much better plugin ecosystem, which is hard for me to migrate away from", "link": "https://twitter.com/1785442604173185024/status/2110055404504043604"}, {"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "@hameonline @openai @claudeai @cursor_ai @ampcode @poteto the grok bot integration with cursor is too goated, and trying to get it to work with amp threads is messy as there's no native plugin :(", "link": "https://twitter.com/1788108425400123392/status/2109990234935251184"}]}, {"name": "Extensions not shared across surfaces or versions", "definition": "Skills, plugins, MCP configs or custom agents that work in one place (CLI, desktop, subagents, a cloud agent, another harness, or the previous release) fail to load or disappear in another, including skill folder paths that are ignored or not shared; extensions that load but behave badly are out.", "other": false, "userWeeks": 167, "posts": 179, "agents": [{"id": "claude-code", "userWeeks": 37}, {"id": "codex", "userWeeks": 34}, {"id": "opencode", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 16}, {"id": "pi", "userWeeks": 13}, {"id": "cursor", "userWeeks": 12}, {"id": "copilot", "userWeeks": 10}, {"id": "zed", "userWeeks": 6}, {"id": "kiro", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "conductor", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-17", "source": "Reddit", "community": "r/PiCodingAgent", "text": "pi extensions are not the same thing as pi durable extensions. would be nice to use existing pi extensions but they aren’t compatible.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x806t8/pi_pocket_014_extension_api_themes_and_an/ph9o053/"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@emilydahin @openai to begin, make connections that are already set up in regular chatgpt available in codex too. in reg. chatgpt i can search my med records, i expected the same in codex app.. but nope querying in codex does not work.", "link": "https://twitter.com/2163791168/status/2110512872157585674"}, {"agent": "opencode", "date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "text": "the only thing i’d point though is some plugins are not ready for v2 yet, so if you rely on any of them it’s worth to double check first ", "link": "https://www.reddit.com/r/opencode/comments/1x2xzfg/opencode_2_vs_v1190/pf72x5a/"}]}, {"name": "Third-party extension crashes or destabilizes the agent", "definition": "A plugin, MCP server or extension hangs the agent, breaks a model with bad schemas, spawns runaway processes or windows, or fails again and again in ways that take down core work; bugs inside the extension's own feature that leave the agent itself running are out.", "other": false, "userWeeks": 147, "posts": 155, "agents": [{"id": "codex", "userWeeks": 40}, {"id": "claude-code", "userWeeks": 31}, {"id": "opencode", "userWeeks": 25}, {"id": "pi", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 13}, {"id": "cursor", "userWeeks": 5}, {"id": "zed", "userWeeks": 4}, {"id": "amp", "userWeeks": 3}, {"id": "factory", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode - \"json schema exceeds the maximum nesting depth of 10 levels\"\nfix: i disabled mcps, and the issue is gone", "link": "https://twitter.com/1553011876811907072/status/2110906298069843980"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "we're you just using the blender mcp and claude? \n \ni've had pretty terrible luck trying to prompt anything half decent this way.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1o60j/made_a_live_multiplayer_fps_with_claudecode_800/pex1sd2/"}, {"agent": "opencode", "date": "2026-10-09", "source": "X", "community": "@opencode", "text": "why is figma mcp stilled not fixed in opencode\n@thdxr @opencode @figma", "link": "https://twitter.com/1519920385961381888/status/2108585342320398611"}]}, {"name": "Installed extensions bloat context and token cost", "definition": "Skills, plugins and MCP tools enabled by default or installed by the user fill every prompt with descriptions and schemas, waste tokens, or get their descriptions silently cut off; the agent choosing the wrong tool is out.", "other": false, "userWeeks": 132, "posts": 135, "agents": [{"id": "claude-code", "userWeeks": 45}, {"id": "pi", "userWeeks": 30}, {"id": "codex", "userWeeks": 28}, {"id": "opencode", "userWeeks": 8}, {"id": "copilot", "userWeeks": 6}, {"id": "cursor", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "your agents aren't using your skills as much as you think.\ncodex cli gives every installed skill one shared budget: 2% of the context window. with 175 installed, each description got cut to about 60 characters.\nhow many skills do you have installed right now 😬?\n[link]", "link": "https://twitter.com/3225610602/status/2108950438170997136"}, {"agent": "pi", "date": "2026-10-06", "source": "Reddit", "community": "r/PiCodingAgent", "text": "fully compatible, but if you just add a single pi extension it has to load node on startup, so it starts as slow as pi or even slower..", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wydpe0/now_that_everyone_is_making_harness_tierlists/pebntzv/"}]}, {"name": "Integration authentication and permission scopes fail", "definition": "Connectors or MCP servers cannot log in, are missing OAuth scopes, are blocked by allowlists or token guardrails, or need a local browser the setup cannot reach; general setup difficulty that has nothing to do with credentials is out.", "other": false, "userWeeks": 100, "posts": 106, "agents": [{"id": "claude-code", "userWeeks": 26}, {"id": "codex", "userWeeks": 26}, {"id": "cursor", "userWeeks": 20}, {"id": "antigravity", "userWeeks": 11}, {"id": "amp", "userWeeks": 6}, {"id": "opencode", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "hi, similar type of situation. my codex chrome plugin just stopped working. seems that every time it opens in chrome this site is called ([link]) and cloudflare has blocked my ip for this site. strange, this has nothing to do with my project. any ideas?", "link": "https://www.reddit.com/r/codex/comments/1x55jr6/installed_the_codexchatgpt_mac_client_and/pgx2yto/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "@google @antigravity error en el sub-agente de google sheets\n tool \"sheets_agent:call\" failed: invoketool stream for \"sheets_agent:call\" failed: generi[IP address]orted: failed to verify file permissions: blocking policy check failed for event: [permission_denied]", "link": "https://twitter.com/537153277/status/2110754872983216206"}, {"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@lingxi @rasmic my @bot through @cursor_ai doesn’t connect to my @bluntriser !", "link": "https://twitter.com/1313671425136492545/status/2108364057250066525"}]}, {"name": "Agent ignores or misroutes available skills and tools", "definition": "The model never calls a relevant installed skill, picks the wrong MCP server or connector, keeps failing to call tools or code mode correctly, or tries many tools before finding the right one; tools that are missing from the session are out.", "other": false, "userWeeks": 86, "posts": 95, "agents": [{"id": "claude-code", "userWeeks": 32}, {"id": "codex", "userWeeks": 15}, {"id": "opencode", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 9}, {"id": "cursor", "userWeeks": 8}, {"id": "pi", "userWeeks": 7}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-03", "source": "X", "community": "@cursor_ai", "text": "@kentcdodds @bot @cursor_ai that's a nasty gotcha. i've started testing agents against a canary tool just to verify they actually read the mcp instructions, because clearly you can't assume it", "link": "https://twitter.com/1960245775344246784/status/2106420709572456937"}]}, {"name": "Connected tools silently vanish or go stale", "definition": "MCP servers, plugins or hooks that were working stop showing up, fire late, or only pick up changes after a reload or app restart, with no error shown; servers that never connected at all are out.", "other": false, "userWeeks": 63, "posts": 69, "agents": [{"id": "codex", "userWeeks": 25}, {"id": "claude-code", "userWeeks": 13}, {"id": "copilot", "userWeeks": 5}, {"id": "cursor", "userWeeks": 5}, {"id": "opencode", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@denrase @tweetsofsumit @claudedevs don’t get me started. one of our mcps is still stuck, since before summer.", "link": "https://twitter.com/9240932/status/2111728104511012988"}, {"agent": "factory", "date": "2026-10-14", "source": "X", "community": "@FactoryAI", "text": "@factoryai not a huge deal but i have to remove and readd the github integration in order to get newly created repos to the environment interface.", "link": "https://twitter.com/1923709631265959936/status/2110519748601504165"}, {"agent": "codex", "date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli hooks support compared to cursor is lacking..\ncodex hooks let things through if they fail. if a hook errors or times out, codex carries on anyway.\nalso codex has nothing like cursor's file-read hook.\nmaybe i should put some compute towards closing this gap", "link": "https://twitter.com/1675622070862897152/status/2109077148153827590"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 145, "posts": 152, "agents": [{"id": "claude-code", "userWeeks": 36}, {"id": "codex", "userWeeks": 27}, {"id": "pi", "userWeeks": 24}, {"id": "opencode", "userWeeks": 13}, {"id": "antigravity", "userWeeks": 12}, {"id": "zed", "userWeeks": 11}, {"id": "copilot", "userWeeks": 6}, {"id": "cursor", "userWeeks": 6}, {"id": "amp", "userWeeks": 4}, {"id": "conductor", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-13", "source": "X", "community": "@antigravity", "text": "its 2026 and google's @antigravity can't even use mcp properly, worst ide for a reason.", "link": "https://twitter.com/1855928588970975232/status/2109932953837158828"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "i had no issues with my skills until today. it is irrelevant, claude uses same skills and opus 5.5 has no problems.", "link": "https://www.reddit.com/r/codex/comments/1x3rtgy/sol_61_nerfed_today/pfeac0k/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "it shoes weeror while instaling as a plugin in claude thst plugin failed validation\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1vh2onq/openedit_claude_code_can_now_edit_videos_open/pfcyvu4/"}]}]}, "setup.ide_integration": {"userWeeks": 549, "declined": 0, "modes": [{"name": "Editor extension lags standalone app features", "definition": "The agent's IDE extension or plugin is missing capabilities that its CLI, desktop app or standalone IDE already have, such as MCP connectors, browser or computer use, slash commands, plan workflows, newer models or the current harness version; bugs in features that do exist belong elsewhere.", "other": false, "userWeeks": 145, "posts": 151, "agents": [{"id": "codex", "userWeeks": 49}, {"id": "antigravity", "userWeeks": 37}, {"id": "claude-code", "userWeeks": 35}, {"id": "copilot", "userWeeks": 5}, {"id": "cursor", "userWeeks": 5}, {"id": "amp", "userWeeks": 4}, {"id": "zed", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "the extension feels clunky, limited, and honestly like an afterthought compared to the standalone ide.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/phe4uyy/"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "i use the ide with ssh to work on remote folders.. agy can't do that yet...", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/phcm4la/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "no way, extension is really bad compared to native on antigravity ide", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph15dbp/"}]}, {"name": "AI-first editor lacks basic editing features", "definition": "An AI-centric editor or VS Code fork is missing or botches conventional IDE basics such as LSP analysis, go-to-definition, debugger behaviour, syntax highlighting, run buttons, file trees, git change markers, language support or project switching; complaints about the agent's own features are out.", "other": false, "userWeeks": 76, "posts": 79, "agents": [{"id": "zed", "userWeeks": 38}, {"id": "antigravity", "userWeeks": 19}, {"id": "cursor", "userWeeks": 8}, {"id": "codex", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-17", "source": "X", "community": "@zeddotdev", "text": "@code workspaces are such a great feature. it just make switching between repo very very easy. i wish every code editor must add it. \n@zeddotdev has projects but i still had to write script to make it work somewhat like vscode.", "link": "https://twitter.com/1746242198331707392/status/2111483098609438908"}, {"agent": "zed", "date": "2026-10-16", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev zed editor really needs native sql syntax highlighting out of the box! dropping into zed to check and query sql is just an everyday routine for us. 🛠️✨ #zed #sql", "link": "https://twitter.com/1910837034648039424/status/2111239154621415639"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev yet you can’t filter by branch/author/date in the git graph", "link": "https://twitter.com/2060822033387139076/status/2110439312676593896"}]}, {"name": "Extension crashes, hangs or corrupts editor state", "definition": "An installed agent extension that should work fails at runtime: its UI won't start, prompts get stuck in a queue, error panels appear, git index errors or race conditions show up, or it breaks under remote SSH or codespaces, while the same agent works fine in the terminal or desktop app; features that were never built are out.", "other": false, "userWeeks": 63, "posts": 67, "agents": [{"id": "codex", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 15}, {"id": "claude-code", "userWeeks": 6}, {"id": "copilot", "userWeeks": 5}, {"id": "cursor", "userWeeks": 5}, {"id": "cline", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "the antigravity extension is currently incompatible with the vs code remote tunnel feature required for my remote workflow, which necessitates utilizing the agy cli as an alternative.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph5i9sp/"}, {"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "text": "opencode in rider gets stuck sometimes running terminal commands. i ran the same command the last time in the desktop app and it ran fine.", "link": "https://www.reddit.com/r/opencode/comments/1x656ls/does_the_opencode_agent_in_rider_work_differently/pgu6spc/"}, {"agent": "copilot", "date": "2026-10-13", "source": "Reddit", "community": "r/GithubCopilot", "text": "whatever integration is in standard vs is terrible i agree. i need to start documenting the bugs sometime because it’s so much worse than vs code. i just keep both open. do my prompting in code and editing/traversal/testing in vs.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x4wa07/vs_copilot_agent_struggling_to_edit_files/pghej82/"}]}, {"name": "Preferred IDE unsupported or support dropped", "definition": "The user's chosen editor (JetBrains, Visual Studio, Xcode, Zed, Cursor and so on) has no working integration for the agent, or loses it through a rebrand, discontinued plugin, version lock or broken ACP bridge, which pushes the user to switch tools; partial feature gaps in a supported editor are out.", "other": false, "userWeeks": 58, "posts": 58, "agents": [{"id": "antigravity", "userWeeks": 17}, {"id": "codex", "userWeeks": 9}, {"id": "cursor", "userWeeks": 7}, {"id": "opencode", "userWeeks": 6}, {"id": "copilot", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "kiro", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "claude-code", "userWeeks": 2}, {"id": "grok-build", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "that’s not the message i got when they rolled out the agent only ide-less version of “antigravity” and made us jump through hoops to get back to being able to use ide version", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph12adk/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "i'm so confused with the mixed messaging. a month ago it seemed like they wanted us to use the ide instead of the vscode extension. i would honestly prefer a visual studio (not vscode) extension. either way i'm just confused why it's half available half the time", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x70zvj/gemini_4_argon_is_officially_on_antigravity_but/ph0fbq2/"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "@hanupratap2 @zeddotdev waiting since forever, their acp integration is so bad", "link": "https://twitter.com/2562124424/status/2110437107068231845"}]}, {"name": "Vendor's own IDE neglected, heavy or slow", "definition": "The vendor's standalone IDE or editor fork is abandoned or rarely updated, uses a lot of resources, starts slowly or has a cluttered layout, while development shifts to other surfaces and users are pushed off it; failures of third-party editor extensions are out.", "other": false, "userWeeks": 52, "posts": 56, "agents": [{"id": "antigravity", "userWeeks": 30}, {"id": "codex", "userWeeks": 6}, {"id": "cursor", "userWeeks": 5}, {"id": "claude-code", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "it was just missing in the ide. the guys really sidelined the poor ide.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7bkfx/finally_its_here_but/ph71t86/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "ide is abandoned dude. they've pivoted towards the extension and that was a shit show", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7h2ua/why_isnt_argon_available_on_the_pro_plan/ph4fcaw/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity it's time to unify antigravity (agent and ide) because the ide is always outdated.", "link": "https://twitter.com/68138329/status/2111101031245353167"}]}, {"name": "No inline completions or in-editor diff review", "definition": "The integration doesn't offer tab autocomplete, inline edits, line-by-line diff approval or clickable navigation to code the agent references, so users can't review and steer changes inside the editor; general missing IDE basics that have nothing to do with AI are out.", "other": false, "userWeeks": 50, "posts": 52, "agents": [{"id": "antigravity", "userWeeks": 12}, {"id": "codex", "userWeeks": 12}, {"id": "cursor", "userWeeks": 9}, {"id": "claude-code", "userWeeks": 5}, {"id": "zed", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "so often i'll get a response from sol/astra in the terminal of vs code and want to copy and paste it to either ask ask other llm or to just save it somewhere and i can't for the life of me do it. it seems like something like this should be very straight forward, no!?", "link": "https://www.reddit.com/r/codex/comments/1wwidaf/is_there_any_way_to_copy_and_paste_text_from/"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux tab to autocomplete suggested next answer, this makes claude code have a weird edge over codex app that it shouldn’t", "link": "https://twitter.com/2177513952/status/2106470394316075108"}, {"agent": "zed", "date": "2026-09-30", "source": "Reddit", "community": "r/ZedEditor", "text": "in vs code i could simply have multiple windows on different worktrees, i am struggling doing it easily in zed and thats a big deal for me", "link": "https://www.reddit.com/r/ZedEditor/comments/1wo7jua/what_do_you_think_is_missing_in_zed_editor/pczw2bx/"}]}, {"name": "Editor environment conflicts with agent configuration", "definition": "Editor-specific settings clash with the agent: keybindings that trigger AI features instead of the expected defaults, chats tied to workspaces whose paths aren't resolved consistently, per-editor config folders, or terminal and shell commands that fail inside the editor but run outside it; outright extension crashes are out.", "other": false, "userWeeks": 40, "posts": 40, "agents": [{"id": "copilot", "userWeeks": 8}, {"id": "codex", "userWeeks": 7}, {"id": "claude-code", "userWeeks": 6}, {"id": "cursor", "userWeeks": 6}, {"id": "zed", "userWeeks": 5}, {"id": "opencode", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-09", "source": "Reddit", "community": "r/opencodeCLI", "text": "thanks for the answer, but unfortunately, intermina under vscode it does not work. i needed to switch it of in opencode.json ", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x1ggia/annoying_pasted_12_lines_shortcut/petev5v/"}, {"agent": "copilot", "date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "text": "i assume the grand plan is to have one copilot 365 account across all ms paths but how do i stop vs code reverting to copilot harness it needs work features from local harness are better but i've been caught several times now with new sessions", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wx74o7/github_copilot_copilot_harness/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 73, "posts": 73, "agents": [{"id": "antigravity", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 21}, {"id": "codex", "userWeeks": 18}, {"id": "cursor", "userWeeks": 8}, {"id": "augment", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": []}]}, "setup.install_signin": {"userWeeks": 1214, "declined": 0, "modes": [{"name": "Sign-in flow never completes", "definition": "The login attempt fails, loops or hangs: a browser or OAuth redirect succeeds but the app never picks it up, the login button does nothing, device-auth or a new auth method returns 401/403 errors, or remote/SSH logins cannot open the URL; this excludes sessions that worked and later expired, and blocks from identity or phone verification.", "other": false, "userWeeks": 256, "posts": 279, "agents": [{"id": "codex", "userWeeks": 80}, {"id": "antigravity", "userWeeks": 46}, {"id": "cursor", "userWeeks": 35}, {"id": "opencode", "userWeeks": 28}, {"id": "claude-code", "userWeeks": 19}, {"id": "amp", "userWeeks": 12}, {"id": "cline", "userWeeks": 12}, {"id": "pi", "userWeeks": 12}, {"id": "copilot", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencode", "text": "its been about 2 days on both of my opencode accounts i am not able to use them\nwhen is this api key and social sign in going to work", "link": "https://www.reddit.com/r/opencode/comments/1x94i63/when_are_we_getting_the_solution/"}, {"agent": "amp", "date": "2026-10-18", "source": "X", "community": "@AmpCode", "text": "@ampcode @sqs mac app suddenly logged me out and it fails to log-in. i authenticate within the browser, then i click the oauth link, it opens amp but it doesn't log-in. was working like an hour ago", "link": "https://twitter.com/1292843991197716483/status/2111662711549391069"}, {"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@keleftheriou @thsottiaux i stopped with your installation because it wanted a codex cli auth number which openai’s auth page said not to give out. why can’t the regular openai oauth work enough?", "link": "https://twitter.com/2084427925391015936/status/2111619873323536407"}]}, {"name": "Installer fails or app won't launch", "definition": "A fresh install or first start fails: packaging or service errors on Windows, missing admin rights, antivirus flags, a misleading package name, or an app that crashes, hangs on connecting or starts itself without consent; this excludes platforms the vendor does not support at all.", "other": false, "userWeeks": 176, "posts": 195, "agents": [{"id": "codex", "userWeeks": 76}, {"id": "opencode", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 28}, {"id": "claude-code", "userWeeks": 11}, {"id": "cline", "userWeeks": 11}, {"id": "pi", "userWeeks": 8}, {"id": "cursor", "userWeeks": 6}, {"id": "amp", "userWeeks": 3}, {"id": "zed", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "can you fix your installer @opencode ?\nwas painfully slow, and it turns out that the reason for that is your unbuffered progress bar. 🤦 [link]", "link": "https://twitter.com/3345012046/status/2110139158089945260"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when's this fixed? \n&gt; codex .\nerror: account/read failed during tui bootstrap: account/read failed: failed to load workspace requirements (code -[zip code])\ncodex-cli 0.162.1", "link": "https://twitter.com/1392478229479440385/status/2109880298016313567"}, {"agent": "opencode", "date": "2026-10-12", "source": "Reddit", "community": "r/opencodeCLI", "text": "so.... i tried opencode 2 and its some weird .exe now (on linux??), and it won't launch a tui??", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x44rzx/notsosubtle_hint_from_anomaly_that_we_need_to/pfgrhrh/"}]}, {"name": "Updates fail or never arrive", "definition": "The built-in updater or package channel does nothing or fails: the check-for-updates button is dead, the apt repo is stale, the upgrade command errors, there is no progress shown, old versions are left on disk, or new features and models only appear after a manual reinstall; this excludes a first install that fails.", "other": false, "userWeeks": 132, "posts": 145, "agents": [{"id": "codex", "userWeeks": 69}, {"id": "antigravity", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 16}, {"id": "opencode", "userWeeks": 10}, {"id": "cursor", "userWeeks": 7}, {"id": "pi", "userWeeks": 6}, {"id": "amp", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux updating codex cli is not easy. it also leaves stale copies of the same. we never know whether it really updated or reran a empty action script.\nupdating codex via npm install -g @openai/codex...\nnpm warn cleanup f…\n🎉 update ran successfully! please restart codex.", "link": "https://twitter.com/772861064/status/2111803222222332127"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@bot @openai @anthropicai @cursor_ai - can you guys figure out a way to silently update your desktop apps? kind of annoying daily ritual at this point.", "link": "https://twitter.com/44176971/status/2111674920149340631"}, {"agent": "opencode", "date": "2026-10-14", "source": "Reddit", "community": "r/opencode", "text": "does this update from the opencode website? i use opencode on multiple machines and it drives me nuts to have to check the site all the time", "link": "https://www.reddit.com/r/opencode/comments/1x5lbfv/i_built_a_quota_sidebar_for_opencode_v2_with/pgnkkgu/"}]}, {"name": "Login resolves to wrong or duplicate account", "definition": "Signing in through a changed, retired or linked identity provider (GitHub, Gmail, a ChatGPT or Grok subscription) creates a new account, says no account exists, or fails to match the user's existing paid account or plan; this excludes generic redirect or loop failures.", "other": false, "userWeeks": 127, "posts": 136, "agents": [{"id": "cursor", "userWeeks": 52}, {"id": "antigravity", "userWeeks": 22}, {"id": "codex", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 11}, {"id": "devin", "userWeeks": 8}, {"id": "opencode", "userWeeks": 5}, {"id": "pi", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "$60 per month membership on cursor but unable to connect all accounts (cursor, grok bot, grok, x) with a single or multiple clicks - plase take a look [link]\n @cursor_ai @bot @grok @elonmusk", "link": "https://twitter.com/22637572/status/2111563902509273111"}, {"agent": "cursor", "date": "2026-10-16", "source": "Reddit", "community": "r/cursor", "text": "i friggin did... i def didn't read anything and wanted to use the video editor for something and figured i'd lookup if i could link my cursor now that x bought it.... lead me to the link page and did it... then tried to use cursor and.... yeah fuck me man", "link": "https://www.reddit.com/r/cursor/comments/1x6kz0l/did_yall_unify_your_account_yet/ph0y0jx/"}, {"agent": "cursor", "date": "2026-10-15", "source": "Reddit", "community": "r/cursor", "text": "hi, i have same issue, original cursor login via google account, but can't add any of those during unification, so i cant proceed :((", "link": "https://www.reddit.com/r/cursor/comments/1x4x8c8/cursorcomunify_x_connect_fails_with_x_login/pguspoe/"}]}, {"name": "Platform or OS version unsupported", "definition": "There is no build at all for the user's operating system, architecture or OS version (Linux desktop, Intel Macs, older macOS releases, WSL setups), so they cannot run the agent; this excludes supported platforms where the install is merely buggy.", "other": false, "userWeeks": 117, "posts": 121, "agents": [{"id": "codex", "userWeeks": 38}, {"id": "opencode", "userWeeks": 19}, {"id": "antigravity", "userWeeks": 12}, {"id": "claude-code", "userWeeks": 12}, {"id": "cline", "userWeeks": 10}, {"id": "cursor", "userWeeks": 7}, {"id": "zed", "userWeeks": 6}, {"id": "pi", "userWeeks": 4}, {"id": "conductor", "userWeeks": 3}, {"id": "factory", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "@antigravity team, just letting you know antigravity download for intel mac is not working since 13th oct 26. #antigravity", "link": "https://twitter.com/1270045144784527361/status/2110342433502323016"}, {"agent": "cursor", "date": "2026-10-11", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai pretty please make your app work on older iphones. i use an xs and can’t get your app", "link": "https://twitter.com/902940943631908864/status/2109396238336774297"}, {"agent": "zed", "date": "2026-10-09", "source": "X", "community": "@zeddotdev", "text": "being abandoned isn't a good feeling. with companies only providing macos silicon installers and software, those of us with intel macs don't feel great. i didn't expect this from @zeddotdev; their delta thing isn't available for intel macos. that sucks.", "link": "https://twitter.com/774292/status/2108484722066387129"}]}, {"name": "No support for multiple simultaneous accounts", "definition": "The user has to log out and back in, restart the app or keep separate tools to move between work, personal or several paid accounts, and parallel terminal sessions overwrite each other's login; this excludes cases where the agent signs in to or creates the wrong account.", "other": false, "userWeeks": 103, "posts": 110, "agents": [{"id": "codex", "userWeeks": 40}, {"id": "claude-code", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 13}, {"id": "cursor", "userWeeks": 9}, {"id": "opencode", "userWeeks": 5}, {"id": "amp", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "it would be very good if from the claude code app you could easily switch between subscriptions. now it's a mess to log out, open another one, etc... @claudedevs @claudeai", "link": "https://twitter.com/326410994/status/2110801186349777147"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "switching between personal and corporate accounts in the codex app is too troublesome.", "link": "https://twitter.com/1479048949847986184/status/2110295599979655217"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "am i just missing it, or is there no \"account switch\" feature in the claude desktop app? do we really have to log out and then log in to the other account? (it exists on the mobile app.) @claudeai @claudedevs", "link": "https://twitter.com/108449699/status/2110036696666689803"}]}, {"name": "Identity or phone verification blocks access", "definition": "Before the user can sign up, pay or keep using the account, an ID, SMS, QR or device verification step fails, cannot be done (the carrier blocks SMS, the user has no number, or a vendor raises privacy concerns), or sends them to support; this excludes ordinary password or OAuth login errors.", "other": false, "userWeeks": 95, "posts": 105, "agents": [{"id": "codex", "userWeeks": 30}, {"id": "antigravity", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 18}, {"id": "cursor", "userWeeks": 10}, {"id": "opencode", "userWeeks": 5}, {"id": "kiro", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "now, new registrations logging into the codex app require sms verification 100% of the time, while logging into the claude app is selective based on ip.", "link": "https://twitter.com/367212879/status/2111123965640872040"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs dear devs my projects are blocked by an identity verification bug. claude shows “verification unsuccessful,” and the “try again” button doesn’t work. \ni urgently need claude code for critical app maintenance. please help me out here\norg id:\n[id]", "link": "https://twitter.com/862734056848375808/status/2108712048095850548"}]}, {"name": "Session expires and forces repeated re-login", "definition": "A user who was already signed in gets logged out again and again, after an update, an IP change or a session-token change, sometimes in the middle of a running agent task; this excludes first-time login failures.", "other": false, "userWeeks": 68, "posts": 70, "agents": [{"id": "claude-code", "userWeeks": 29}, {"id": "codex", "userWeeks": 16}, {"id": "antigravity", "userWeeks": 11}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity \nwhy i don't know but antigravity these days is always giving me this error while i open it, everytime it asks for sign in ... [link]", "link": "https://twitter.com/2066942435721379840/status/2111750202017398997"}, {"agent": "opencode", "date": "2026-10-17", "source": "Reddit", "community": "r/opencode", "text": "damn same here. api key expired, unable to log in in the middle of work :/", "link": "https://www.reddit.com/r/opencode/comments/1x8fjwa/havent_been_able_to_login_to_opencode_any_one/phc8kof/"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i changed my email. the flow required a push approval on my iphone, which i gave. every session was then signed out - ios, desktop, codex cli. with the ios app signed out, no device remained to receive a push challenge, and signing back in asks for an authenticator code.", "link": "https://twitter.com/743797976921825280/status/2111066229154988239"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 179, "posts": 185, "agents": [{"id": "codex", "userWeeks": 70}, {"id": "claude-code", "userWeeks": 33}, {"id": "opencode", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 18}, {"id": "cursor", "userWeeks": 10}, {"id": "devin", "userWeeks": 6}, {"id": "amp", "userWeeks": 5}, {"id": "pi", "userWeeks": 5}, {"id": "zed", "userWeeks": 4}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@darkodeve @ufo[phone] @opencode i can't use it with the client, the error message tells me to download the client 🥲", "link": "https://twitter.com/2052084699108098048/status/2111748200591966430"}, {"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "hello @opencode, looks like user password reset journey is kaput", "link": "https://twitter.com/513178685/status/2111718525060653489"}, {"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode @jayair @thdxr @fanjiewang having to go into the terminal and reset/paste an api key just to use the opencode go subscription i’m already paying for is horrible ux design.\ni’m signed in. i’m subscribed. it should just work. why is any of this necessary? [link]", "link": "https://twitter.com/1528422822644695040/status/2111707897512255911"}]}]}, "setup.onboarding_docs": {"userWeeks": 465, "declined": 0, "modes": [{"name": "Steep first-run setup and learning curve", "definition": "New or switching users struggle to get going because of bare-bones defaults, a pile of config concepts (skills, hooks, plugins, extension systems), scattered config files or manual setup steps with no guided onboarding; confusion over naming between product surfaces is excluded.", "other": false, "userWeeks": 108, "posts": 110, "agents": [{"id": "claude-code", "userWeeks": 29}, {"id": "codex", "userWeeks": 25}, {"id": "cursor", "userWeeks": 10}, {"id": "pi", "userWeeks": 9}, {"id": "amp", "userWeeks": 8}, {"id": "opencode", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 6}, {"id": "zed", "userWeeks": 6}, {"id": "devin", "userWeeks": 3}, {"id": "factory", "userWeeks": 3}, {"id": "conductor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@joesparks @antigravity thanks! yes. the \"out of box experience\" needs some love", "link": "https://twitter.com/190654997/status/2111666299025990095"}, {"agent": "factory", "date": "2026-10-13", "source": "X", "community": "@FactoryAI", "text": "@fellipesoares @factoryai icl bro. i still haven’t figured out how to use it", "link": "https://twitter.com/2023774234472755200/status/2109983918770323458"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "i wasn't crazy. here @claudedevs has to do a job of helping us optimize all of this. we're going a bit blind, trial and error… [link]", "link": "https://twitter.com/39761635/status/2108901645732266196"}]}, {"name": "Documentation missing, unclear or incomplete", "definition": "Official docs, READMEs or tutorials don't explain a feature, setup step, permission mode, cost behaviour or configuration, or explain it so vaguely that users can't act on it; docs that were once correct but are now out of sync with the shipped version are excluded.", "other": false, "userWeeks": 101, "posts": 103, "agents": [{"id": "claude-code", "userWeeks": 25}, {"id": "codex", "userWeeks": 16}, {"id": "opencode", "userWeeks": 15}, {"id": "pi", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 7}, {"id": "zed", "userWeeks": 7}, {"id": "cursor", "userWeeks": 6}, {"id": "amp", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "factory", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i don't understand how the environment works now. gets errors when loading previous folders. is those folders now inherited with environments?", "link": "https://twitter.com/630341904/status/2110742654652956908"}, {"agent": "pi", "date": "2026-10-13", "source": "Reddit", "community": "r/PiCodingAgent", "text": "i have, and i have down that before. it usually is superb. but for this query it got super confused. then i read the docs,human style. and i got confused 🤓", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x58byg/pi_codemode_classifier_questions/pgkckdz/"}, {"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "@adamwathan @ampcode did you just use their docs to get up and running and familiar? or something else? i found their video tutorial offering a bit thin.", "link": "https://twitter.com/1688691633624125443/status/2108922929710788678"}]}, {"name": "Features hidden or hard to locate", "definition": "A capability exists but users can't find its entry point, setting, command or button in the UI (including command palette misses and staged rollouts that make announced features invisible); conceptual confusion between product surfaces is not included.", "other": false, "userWeeks": 80, "posts": 81, "agents": [{"id": "codex", "userWeeks": 22}, {"id": "opencode", "userWeeks": 16}, {"id": "claude-code", "userWeeks": 11}, {"id": "cursor", "userWeeks": 8}, {"id": "zed", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "factory", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can’t update the tweet but indeed it exists however not as clear as codex\n[link]", "link": "https://twitter.com/28134130/status/2110629293520990490"}, {"agent": "cline", "date": "2026-10-14", "source": "Reddit", "community": "r/CLine", "text": "yep, that was the issue i run on, but i couldn't find how to set up the rag with a embedding model for cline.", "link": "https://www.reddit.com/r/CLine/comments/1x4t6z6/is_there_a_way_to_set_up_a_rag_with_a_embedding/pgpadkg/"}, {"agent": "opencode", "date": "2026-10-13", "source": "X", "community": "@opencode", "text": "@opencode the webpage for opencode 2.0 is extremely difficult to find the api key... why did you design the ui like this... this is the worst design i have ever seen.", "link": "https://twitter.com/881820889511219201/status/2109982408762359987"}]}, {"name": "Overlapping product surfaces with confusing naming", "definition": "Users can't tell apart multiple apps, tabs, modes or concepts that overlap or share names (e.g. chat vs work vs app, two different 'projects', sessions vs chats); this does not cover single hidden features or missing docs.", "other": false, "userWeeks": 66, "posts": 69, "agents": [{"id": "codex", "userWeeks": 26}, {"id": "claude-code", "userWeeks": 18}, {"id": "cursor", "userWeeks": 7}, {"id": "amp", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 4}, {"id": "devin", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "navigating settings, dashboards etc between @cursor_ai and @grok is very confusing.", "link": "https://twitter.com/380739301/status/2110530465690251552"}, {"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode everything is just so busy and squished and filled with all your nomenclature - which is cool but also confusing to someone who is new to your platform.", "link": "https://twitter.com/1232338194/status/2109998224719462693"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@aliceisplaying @claudedevs being asked to prepare a new entrance and then getting sent back to the old door is a particularly annoying onboarding experience.", "link": "https://twitter.com/2004644022477021184/status/2108795491597042125"}]}, {"name": "Silent updates without changelog or announcement", "definition": "New features, model releases, breaking changes or migrations ship without release notes, in-app what's-new summaries or notices, so users miss them or get caught out; this does not cover features that were announced but are simply hard to find.", "other": false, "userWeeks": 30, "posts": 31, "agents": [{"id": "codex", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 7}, {"id": "opencode", "userWeeks": 5}, {"id": "claude-code", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@codex_changelog i just had another update for my codex app on mac os. care to share the changelog????????? is it really that hard for engineers to understand?", "link": "https://twitter.com/18198498/status/2111422584101159225"}, {"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "still no changelog for this codex app update? it is insane to me that, when supply chain attacks have never been more common or easy, a company like oai is cutting releases without any official indication that an update went out anywhere else", "link": "https://twitter.com/37238075/status/2111247421812670752"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "i’m still confused cause i don’t see the new auto review in my options?", "link": "https://www.reddit.com/r/codex/comments/1wzcjo8/there_is_still_hope/peh71pn/"}]}, {"name": "Docs out of sync with shipped version", "definition": "Documentation describes behaviour, options or metadata that differ from the installed release, lags behind breaking changes, or is inconsistent between doc versions; docs that never covered the topic at all are excluded.", "other": false, "userWeeks": 26, "posts": 26, "agents": [{"id": "opencode", "userWeeks": 9}, {"id": "claude-code", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 5}, {"id": "codex", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-03", "source": "Reddit", "community": "r/google_antigravity", "text": "the docs and changelog page. it almost looks like css is broken there, looks very html like.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwg252/what_about_those_who_have_third_party_pro_plans/pdkq6pq/"}, {"agent": "opencode", "date": "2026-09-29", "source": "Reddit", "community": "r/opencode", "text": "in v2 they changed it to shift+tab. i love how none of their sh\\*t is documented properly.", "link": "https://www.reddit.com/r/opencode/comments/1wsfmjx/how_to_bring_back_tab_key_to_switch_between_plan/pcw4nmn/"}, {"agent": "opencode", "date": "2026-09-24", "source": "X", "community": "@opencode", "text": "@opencode looks like the opencode docs are from the future 👀\nthey show skill metadata that isn’t supported yet in the latest published version, 2.0.16 (slash: true) [link]", "link": "https://twitter.com/63079717/status/2103021438303158778"}]}, {"name": "Agent cannot explain its own product", "definition": "The built-in assistant or support bot doesn't know, or gives wrong information about, the product's own features, plans, settings or commands when users ask it; this does not cover gaps in the static documentation itself.", "other": false, "userWeeks": 9, "posts": 10, "agents": [{"id": "codex", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "claude-code", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-24", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex cli is the worst experience a developer can have. the company that has the most money for ai to make such a horrible app. the user experience is terrible. furthermore, when i consult through the chat, it does not have access to its own documentation. [link]", "link": "https://twitter.com/1592995548247855106/status/2103145320289083894"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "that’s exactly what i was thinking, so i wanted to confirm. but it couldn’t give me any information, even after spending 3 min reading its own documentation. i didn’t want to upgrade to find out, so i just closed it. still have no idea. honestly the whole product is a mystery to me.", "link": "https://twitter.com/398173256/status/2108925134153433350"}, {"agent": "codex", "date": "2026-09-12", "source": "Reddit", "community": "r/codex", "text": "gl, this sounds annoying. i have had an assistant try to apply a banked reset, it did ask me in my case, but it was super annoying, like dude i didnt even ask asbout that, chill out.\ni find it so crazy that openai (and claude i thinik) have really bad knowledge base coverage of their own features. its soweird, like the amount of times i ask about a feature and it has to google it, and then sometimes still gives me bad info, wth", "link": "https://www.reddit.com/r/codex/comments/1wedff7/i_asked_about_reserve_codex_spent_my_saved_reset/p9d1vfn/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 51, "posts": 52, "agents": [{"id": "codex", "userWeeks": 11}, {"id": "claude-code", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 4}, {"id": "devin", "userWeeks": 4}, {"id": "augment", "userWeeks": 3}, {"id": "copilot", "userWeeks": 3}, {"id": "kiro", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": []}]}, "setup.provider_byok_local": {"userWeeks": 456, "declined": 0, "modes": [{"name": "Third-party providers or local models not offered", "definition": "The product has no option at all for user-supplied keys, custom endpoints, other vendors' models or local servers, or limits them to its own vendor's models or subscription; cases where the option exists but fails are out.", "other": false, "userWeeks": 125, "posts": 131, "agents": [{"id": "cursor", "userWeeks": 27}, {"id": "antigravity", "userWeeks": 24}, {"id": "claude-code", "userWeeks": 14}, {"id": "codex", "userWeeks": 13}, {"id": "amp", "userWeeks": 9}, {"id": "opencode", "userWeeks": 9}, {"id": "devin", "userWeeks": 7}, {"id": "zed", "userWeeks": 6}, {"id": "factory", "userWeeks": 5}, {"id": "pi", "userWeeks": 4}, {"id": "conductor", "userWeeks": 3}, {"id": "copilot", "userWeeks": 3}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "cursor is now dead to me, i can't use localllms anymore. what a crock of shit", "link": "https://www.reddit.com/r/cursor/comments/1x4jjrm/cursor_is_now_part_of_the_x_subscription/pgnt9pm/"}, {"agent": "zed", "date": "2026-10-10", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev why is there no possibility to choose api keys for deepseek or z ai in the setup of delta", "link": "https://twitter.com/1733641051343126528/status/2108922447814615274"}, {"agent": "copilot", "date": "2026-10-09", "source": "X", "community": "@GitHubCopilot", "text": "@orenme @github @githubcopilot still no byok though? i would love to put custom models in copilot code review", "link": "https://twitter.com/161137627/status/2108656958903615911"}]}, {"name": "Configured custom endpoint fails to connect", "definition": "The user enters a valid key, base URL or local server (Ollama, LM Studio, llama.cpp, OpenRouter) and the agent rejects it, gives auth, quota or 'no models' errors, or won't save it, even though the same endpoint works elsewhere; poor model quality once connected is out.", "other": false, "userWeeks": 91, "posts": 92, "agents": [{"id": "opencode", "userWeeks": 34}, {"id": "codex", "userWeeks": 10}, {"id": "cursor", "userWeeks": 8}, {"id": "amp", "userWeeks": 7}, {"id": "pi", "userWeeks": 7}, {"id": "zed", "userWeeks": 6}, {"id": "cline", "userWeeks": 5}, {"id": "copilot", "userWeeks": 5}, {"id": "claude-code", "userWeeks": 3}, {"id": "warp", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode why do keep getting this? i paste d the key from console and it doesn't add the key [link]", "link": "https://twitter.com/2027659929641971712/status/2111738194211545360"}, {"agent": "zed", "date": "2026-10-17", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev trying to add opencode as llm provider and getting this error both on mac and on arch. would you have any ideas how to resolve it? thx &lt;3 [link]", "link": "https://twitter.com/618406597/status/2111510359979024865"}, {"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "unable to load api keys from default....\ncan not access workspaces either.\nanyone else with a same problem?", "link": "https://www.reddit.com/r/opencode/comments/1x7ryyy/go_console_issues/"}]}, {"name": "Local models degrade inside the agent harness", "definition": "Local or non-native models connect but perform badly in the agent: broken tool calls, stalls, tiny context windows, hallucinations, or worse results than in the model's native harness; failures to connect at all are out.", "other": false, "userWeeks": 52, "posts": 56, "agents": [{"id": "opencode", "userWeeks": 18}, {"id": "codex", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 5}, {"id": "pi", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-07", "source": "Reddit", "community": "r/PiCodingAgent", "text": "one big caveat in using unsloth with pi.\nthe sampling did not get transfer over to pi and the pi session usually will have a cap of 8k context max limit as default, you will need to edit the temp config.json to get higher max context.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wxi27x/loggin_to_unsloth/pejdh0h/"}, {"agent": "opencode", "date": "2026-10-07", "source": "X", "community": "@opencode", "text": "@f89vincent @mistralai issue on the opencode side, i'm testing with mistral vibe instead of opencode so it should work please fix @opencode", "link": "https://twitter.com/262764995/status/2107818884351025638"}, {"agent": "opencode", "date": "2026-10-05", "source": "X", "community": "@opencode", "text": "opencode deepseek 4.1 flash: once the convo goes over 9m, it always fails. switch to official or another provider, then it keeps working. @opencode", "link": "https://twitter.com/2030644842955710464/status/2106915078218100861"}]}, {"name": "API format mismatch requires proxy workaround", "definition": "The agent speaks a different protocol or schema than the provider expects (chat completions vs responses, generateContent, custom headers, model registry name blocks), so users have to build relays, proxies or patches; providers that are simply not offered are out.", "other": false, "userWeeks": 51, "posts": 58, "agents": [{"id": "opencode", "userWeeks": 20}, {"id": "codex", "userWeeks": 12}, {"id": "claude-code", "userWeeks": 5}, {"id": "cursor", "userWeeks": 5}, {"id": "amp", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "what claude code got that makes it better than opencode? last time i checked it was a pretty mid harness that's extremely tricky to get other models working inside of", "link": "https://www.reddit.com/r/opencode/comments/1x7iqzv/is_opencode_v2_quietly_becoming_the_better/ph4os41/"}, {"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencodeCLI", "text": "no. i just install on separate vps. it's same problem. opencode hasn't support 9router. must use from opencode cli.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x5s16r/opencode_freetier_stoped_working_with_9router/pgu7pr5/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudeai @claudedevs @bcherny am i doing something wrong here? \nthe @digitalocean spaces is aws s3 compatible [link] \nbut if we try to use use aws sigv4 in claude code cloud environments it seems it is hard coded to only work with aws. [link]", "link": "https://twitter.com/8208762/status/2107831401345122320"}]}, {"name": "Bring-your-own-key models lose product features", "definition": "Once connected, user-supplied or local models are locked out of agent or plan mode, missions, autocomplete, computer use, plugins, reasoning-effort settings or other features that work only with the vendor's own models or login.", "other": false, "userWeeks": 45, "posts": 46, "agents": [{"id": "codex", "userWeeks": 13}, {"id": "claude-code", "userWeeks": 8}, {"id": "cursor", "userWeeks": 8}, {"id": "factory", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "greetings! i'd like to ask to add functionality for agy to work with an api key. it is actually in there already, but for some reason it doesn't support argon natively as well as if you do enable it, it doesn't use implemented skills.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w3op/agy_api_key/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "cc caps the context window for non—antrophic api. did you fix that?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w7zn8y/i_benchmarked_pi_against_claude_code_with_the/pekspe6/"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/LocalLLaMA", "text": "all those companies make it purposefully difficult to even record your own usage. for example anthropic in claude code, if you use your own proxy server (like litellm that saves prompts and responses) switch off remote control feature. why? to punish those that use it.", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1wymgu6/pewdiepie_getting_banned_twice_by_openai_while/pefpu1f/"}]}, {"name": "Agent overrides or drops selected custom model", "definition": "Custom models or providers that were set up disappear, get merged, can't be edited, or are quietly replaced by billed vendor models or credit gates, even though the user chose a custom endpoint.", "other": false, "userWeeks": 39, "posts": 40, "agents": [{"id": "opencode", "userWeeks": 16}, {"id": "codex", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "claude-code", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode hey, can i give some feedback on the user experience? after i connected my openrouter account to opencode, it automatically enabled a bunch of models by default, but i only really use one or two of them. it’s a real hassle.", "link": "https://twitter.com/1368497829551820802/status/2111083044161642836"}, {"agent": "warp", "date": "2026-10-02", "source": "X", "community": "@warpdotdev", "text": "@anshumanai @warpdotdev it's a known bug where the out-of-credits gate blocks custom endpoints even with one selected: [link]", "link": "https://twitter.com/1042799721948098560/status/2105846796803100994"}]}, {"name": "Missing documentation for custom provider setup", "definition": "Users can't work out how to configure keys, endpoints or local models because docs, setting locations or notices about breaking changes are missing or hard to find; setups that are documented but still fail are out.", "other": false, "userWeeks": 20, "posts": 23, "agents": [{"id": "opencode", "userWeeks": 9}, {"id": "pi", "userWeeks": 4}, {"id": "codex", "userWeeks": 3}, {"id": "claude-code", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "@opencode for the opencode go security problem, i have to revoke my keys. then i spend 10mins to find out that the api key settings are in settings- service accounts- pick one-enter a page that add api key. i don’t care what the security problem is. just keep my api page back.", "link": "https://twitter.com/1860280530035703808/status/2111709669689561229"}, {"agent": "opencode", "date": "2026-10-12", "source": "Reddit", "community": "r/opencode", "text": "i just can't find the api key, i bought the 10$ plan to try it, and yet i can't use it. perfect. the ui has no option for any sort of api keys\n", "link": "https://www.reddit.com/r/opencode/comments/1wt0om0/new_console_frustation_where_is_the_apikey/pfdqajx/"}, {"agent": "pi", "date": "2026-09-23", "source": "X", "community": "@pidotdev", "text": "@pidotdev please make initial setup easier for vllm/sglang/llama.cpp! writing models.json by hand is a pain and the /login path for llama.cpp doesn't seem to work for me (and i end up using nano for models.json like a pleb)", "link": "https://twitter.com/50067714/status/2102622692637897183"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 46, "posts": 46, "agents": [{"id": "opencode", "userWeeks": 13}, {"id": "claude-code", "userWeeks": 10}, {"id": "cursor", "userWeeks": 7}, {"id": "codex", "userWeeks": 5}, {"id": "amp", "userWeeks": 3}, {"id": "copilot", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "text": "what i have noticed is that copilot-cli does not support our proxy without setting up a local proxy of proxy or hardcoding use user and password in the http_proxy enc, which is not acceptable in our environment, especially for non technical people", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x6vbl0/vs_code_vs_vs_code_agents_gui_vs_github_copilot/ph1t5bq/"}, {"agent": "cursor", "date": "2026-09-21", "source": "X", "community": "@cursor_ai", "text": "hey @bot i need your key pass through to work better @cursor_ai we need better auth tooling. you’re making a lot of people insecure and it’s not a tough fix. happy to help. [link]", "link": "https://twitter.com/195138772/status/2102100068484723015"}, {"agent": "opencode", "date": "2026-09-17", "source": "Reddit", "community": "r/opencode", "text": "i always find it hard to add/remove/manage providers and models. search is super slow and most of the times i have to restart the entire opencode to the models appear in the models dropdown. hopefully this will be fixed.", "link": "https://www.reddit.com/r/opencode/comments/1wiqokv/manage_models_ui_in_desktop_app_is_very_clunky/"}]}]}, "surfaces.cloud_sessions": {"userWeeks": 454, "declined": 0, "modes": [{"name": "Locked-down cloud VM lacks needed capabilities", "definition": "The hosted machine can't do what the work needs, such as SSH, network access, Tailscale, browser or computer use, macOS/iOS builds, multiple repos, or non-GitHub hosts like Bitbucket; setup friction for capabilities it does support is excluded.", "other": false, "userWeeks": 74, "posts": 76, "agents": [{"id": "claude-code", "userWeeks": 21}, {"id": "codex", "userWeeks": 20}, {"id": "cursor", "userWeeks": 15}, {"id": "amp", "userWeeks": 8}, {"id": "devin", "userWeeks": 4}, {"id": "conductor", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "baffles me that these cloud coding agents like @ampcode and @claudedevs don't come pre-installed with php", "link": "https://twitter.com/20868041/status/2110708148646695090"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "ok but it can’t install sdks or packages on its cloud machine and they firewalled off npm, git, etc so the cloud computer is completely useless for nothing coding related..?", "link": "https://www.reddit.com/r/codex/comments/1x5kr1w/sharing_some_dot_tricks_i_was_using_recently/pgn9aq0/"}, {"agent": "amp", "date": "2026-10-12", "source": "X", "community": "@AmpCode", "text": "@christophrumpel @ampcode hehe i tend to hit this all too often with running android builds in orbs. so i’ve switched to only doing them in local runners.", "link": "https://twitter.com/394369752/status/2109503812880978179"}]}, {"name": "Forced cloud-only mode without local option", "definition": "The product pushes users into cloud execution, or ships features that only work in the cloud, with no opt-out or local choice; the opposite complaint, that a product has no hosted option at all, also belongs here.", "other": false, "userWeeks": 72, "posts": 73, "agents": [{"id": "claude-code", "userWeeks": 21}, {"id": "cursor", "userWeeks": 17}, {"id": "codex", "userWeeks": 12}, {"id": "antigravity", "userWeeks": 8}, {"id": "conductor", "userWeeks": 4}, {"id": "devin", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "claude projects feature works purely in the cloud, occasionally asks for local machine access. claude local threads run locally\ncodex works purely on local machine, the one “cloud session” i made glitched and i never tried since, it took too long to set up.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x89dfe/claude_code_users_who_also_use_codex_i_have_a/phas8r8/"}, {"agent": "zed", "date": "2026-10-14", "source": "X", "community": "@zeddotdev", "text": "my christmas wish this year is that @zeddotdev can move agent work into a remote environment so i can disconnect while the agent keeps working\nall my work happens in vms now. zed is excellent and my preferred choice but if i'm going to disconnect i have to use something else", "link": "https://twitter.com/1182825960762163200/status/2110385640864948633"}, {"agent": "zed", "date": "2026-10-12", "source": "X", "community": "@zeddotdev", "text": "@danilobleal @zeddotdev like right now delta can only run on my one computer. i have servers, nucs, mac minis, would be nice to run there and use delta ui from laptop. if i'm forced into using zed's remote stuff i'll just churn ¯\\_(ツ)_/¯", "link": "https://twitter.com/896131/status/2109700002666930642"}]}, {"name": "No handoff between local and cloud sessions", "definition": "Users cannot move a running or saved session between laptop, remote machine and cloud, or get disconnected surfaces (app, CLI, web, mobile) that don't list the same cloud sessions, environments or threads; data loss inside the workspace is excluded.", "other": false, "userWeeks": 68, "posts": 71, "agents": [{"id": "claude-code", "userWeeks": 23}, {"id": "codex", "userWeeks": 23}, {"id": "cursor", "userWeeks": 12}, {"id": "devin", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i usually work locally on the codex app, communicating between codex and claude, but i want to do this experience in the cloud. however, it doesn't quite meet the requirements i'm looking for.", "link": "https://twitter.com/1384472324796080128/status/2111464058432147589"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@possibilities that's pretty neat\nmy problem is i use the codex app and connect it to temporary cloud vms that i create, and codex app makes it a pita", "link": "https://twitter.com/7008772/status/2111233507628359731"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "i’m in the claude code projects “beta” and i don’t know how to share feedback. but right now the cloud will open local threads i can’t see or apparently even get to, which leads to stuff like this.\n@dfeinition? @lydiahallie? @claudedevs. [link]", "link": "https://twitter.com/17422919/status/2110336599041159651"}]}, {"name": "Cloud sessions stall, vanish or won't resume", "definition": "A remote task hangs, stops mid-task without output, drops its connection, disappears from the app, or cannot be restored or reconnected; slow environment setup and cold start time are a separate mode.", "other": false, "userWeeks": 56, "posts": 59, "agents": [{"id": "codex", "userWeeks": 25}, {"id": "claude-code", "userWeeks": 13}, {"id": "cursor", "userWeeks": 12}, {"id": "amp", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "my cloud environment just stopped connecting yesterday. still not back with tech support looking at it.", "link": "https://www.reddit.com/r/codex/comments/1x79vg3/codex_literally_unusable_right_now/ph497w7/"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai another model in the dropdown. my agents still die the second i close the laptop.", "link": "https://twitter.com/9454872/status/2111101970480332988"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "when i want to use codex cloud: \nfailed to restore conversation \ncodex app-server is not available \n@thsottiaux", "link": "https://twitter.com/791533807862108160/status/2108471531034841303"}]}, {"name": "Cloud sandbox missing local setup and files", "definition": "The hosted session gets only a clone of the repo and cannot reach the user's local hooks, skills, global instructions, MCP servers, unpushed work, local folders, internal servers or terminals; this excludes sync between cloud and local copies, which is a separate mode.", "other": false, "userWeeks": 50, "posts": 54, "agents": [{"id": "claude-code", "userWeeks": 18}, {"id": "codex", "userWeeks": 16}, {"id": "cursor", "userWeeks": 5}, {"id": "devin", "userWeeks": 5}, {"id": "amp", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-10", "source": "X", "community": "@AmpCode", "text": "@adamwathan @ampcode might finally have a few things i can use them for now. hard to use orbs when you need to bring along 500gb of data for the ride", "link": "https://twitter.com/4161996254/status/2108793424325599550"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/OpenAI", "text": "it doesn’t call codex to work in my local machine, it delegates codex to cloud, and it can’t access any of my files", "link": "https://www.reddit.com/r/OpenAI/comments/1wu77gv/thoughts_on_dots/peekhok/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "curious who has set up codex in cloud so far? \nwhy can't there just be a button that puts my local codex setup in the cloud \nyour personal skills etc don't sync across atm and i swear in claude code cloud it does", "link": "https://www.reddit.com/r/codex/comments/1wybh2e/codex_in_cloud/"}]}, {"name": "Slow, painful cloud environment setup", "definition": "Setting up and booting the remote environment, including blueprints, env vars, dependency installs, clone time, preview URLs and spin-up latency, takes too long, fails repeatedly or uses up credits before any real work starts; this excludes missing repo-host integrations.", "other": false, "userWeeks": 44, "posts": 49, "agents": [{"id": "codex", "userWeeks": 17}, {"id": "cursor", "userWeeks": 9}, {"id": "claude-code", "userWeeks": 8}, {"id": "amp", "userWeeks": 5}, {"id": "conductor", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "wait until you try doing a remote setup with codex. it's actually insane how bad it is", "link": "https://www.reddit.com/r/ClaudeCode/comments/1vy9ifp/codex_sucks_claude_has_nothing_to_worry_about/pf64piv/"}, {"agent": "claude-code", "date": "2026-09-25", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs this is still pretty confusing. also it’s a real pain to set up cloud envs and scripts too. plz consider shipping a feature like @cursor_ai which sets up envs for you?", "link": "https://twitter.com/1948495768152576000/status/2103324748100833653"}, {"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "one of the reason why i'm contemplating to transfer to claude was that feature because in codex, you still need to configure it. and the last time i used it in codex, it is not quite comparable to claude's cloud session. ", "link": "https://www.reddit.com/r/codex/comments/1wop3an/demanded_from_codex_and_got_from_claude/pbpbozg/"}]}, {"name": "Cloud runs burn usage with unclear billing", "definition": "Cloud sessions use up plan limits or paid credits quickly, waste money on failed retries, or bill in confusing ways (credits not applied, nothing seems to be counted, cloud use mislabelled as local); general complaints about plan price that don't involve cloud execution are excluded.", "other": false, "userWeeks": 39, "posts": 41, "agents": [{"id": "claude-code", "userWeeks": 26}, {"id": "codex", "userWeeks": 4}, {"id": "cursor", "userWeeks": 4}, {"id": "factory", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs amazing how cloud sessions recommend moving into a project and then no longer use the credits", "link": "https://twitter.com/37972401/status/2110267208874307836"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@lydiahallie @claudedevs found an issue with the claude cloud, my max plan expired but i had work in the cloud, since the plan expired, i can no longer access cloud even though i have $100 credits left...", "link": "https://twitter.com/1082742996058103808/status/2106478859663368193"}, {"agent": "claude-code", "date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeAI", "text": "i asked it and it doesn't know what a cloud session credit is. i'm using claude code and github and it's running on anthropics cloud but it's not using the credit. :(", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wolgkm/hi_what_is_this_cloud_session_credit/pd25st1/"}]}, {"name": "Cloud workspace loses or overwrites work", "definition": "The remote environment resets, wipes storage, restarts, hibernates, rolls back files, or syncs stale cloud files over newer local ones, so in-progress work or installed state is lost; a session that simply fails to start or resume is a separate mode.", "other": false, "userWeeks": 36, "posts": 41, "agents": [{"id": "codex", "userWeeks": 16}, {"id": "claude-code", "userWeeks": 13}, {"id": "cursor", "userWeeks": 4}, {"id": "amp", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "anyone having problems with openai codex environments disconnecting with their dot? mine seems to have reset/disconected 20+ times today... lots of wasted tokens", "link": "https://twitter.com/37708591/status/2110207432244817994"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@roupen @claudedevs the stale commit problem is especially painful when the branch looks current in github. showing the resolved commit sha in the session header would make a bad clone obvious before work starts.", "link": "https://twitter.com/1593421528556773378/status/2106094618278236293"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs claude code cloud sessions are stuck cloning a stale commit on the specified branch. tried new sessions, a brand-new environment, and a full github reconnect. the branch was current on github the entire time. it makes fast iteration difficult!", "link": "https://twitter.com/21361149/status/2106093566422581715"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 27, "posts": 28, "agents": [{"id": "claude-code", "userWeeks": 13}, {"id": "codex", "userWeeks": 9}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "augment", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "X", "community": "@cursor_ai", "text": "@nima_tahami @cursor_ai their cloud environment kinda sucks though. use anything special when you’re on the go?", "link": "https://twitter.com/991530580926873600/status/2111307009840889899"}, {"agent": "amp", "date": "2026-10-16", "source": "X", "community": "@AmpCode", "text": "@thorstenball @evanphx @alfarolabs @ampcode i spent few days properly setting it up and trying - saw everything, understood everything. and i see positioning as kind of opinionated agent for hipsters, i just don't understand what is special about this particular vms", "link": "https://twitter.com/184156307/status/2111130804499718617"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "i might be using it wrong but i’ve concluded “projects” is just a rebranded co-work and working on a cloud vm sucks. it exists for anthropic to have another revenue stream.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5n490/how_to_use_claude_code_projects_effectively/pgnvx58/"}]}]}, "surfaces.remote_mobile": {"userWeeks": 645, "declined": 0, "modes": [{"name": "Mobile client lacks desktop parity and usability", "definition": "The mobile or remote client is laggy, buggy or terminal-like, or lacks desktop capabilities such as browser, artifacts, diffs, text selection, voice mode or easy interrupts, making phone use frustrating even when connected; this excludes missing apps and connectivity problems.", "other": false, "userWeeks": 128, "posts": 131, "agents": [{"id": "codex", "userWeeks": 47}, {"id": "claude-code", "userWeeks": 33}, {"id": "cursor", "userWeeks": 19}, {"id": "antigravity", "userWeeks": 11}, {"id": "opencode", "userWeeks": 7}, {"id": "amp", "userWeeks": 3}, {"id": "conductor", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux @thsottiaux hey, codex app still can't start voice mode without stopping the current task/goal. reported multiple times, no response. [link]", "link": "https://twitter.com/1068423632/status/2111497179290595605"}, {"agent": "copilot", "date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "text": "it's weird, they basically added remote sync, but on mobile it says \"steering disabled\" and i can't find info where to enable it.", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x76nxd/feature_request_remote_access/ph2vwxu/"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux \ncan you please fix remote access for sessions started with codex cli ? \naccessing these sessions from android feels extremely slow and laggy.", "link": "https://twitter.com/864912178834542592/status/2111158354626404661"}]}, {"name": "Remote connection drops or fails to pair", "definition": "Remote sessions fail to connect, get stuck searching, fail enrollment or TLS/auth checks, keep asking for credentials, show as offline, or disconnect mid-session or after a while; this excludes features that are missing or merely clunky to set up.", "other": false, "userWeeks": 114, "posts": 124, "agents": [{"id": "codex", "userWeeks": 58}, {"id": "claude-code", "userWeeks": 33}, {"id": "antigravity", "userWeeks": 9}, {"id": "cursor", "userWeeks": 8}, {"id": "opencode", "userWeeks": 4}, {"id": "factory", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "if i remote in to my macbook from my iphone (vpn, vnc) i can see the session is still running but the claude app on iphone is so inconsistent with whether the session will be connected or not. any suggestions?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8yhux/anyone_else_struggle_to_keep_remotecontrol/"}, {"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "tried the calling feature about 10 times via the mobile app and it never picks up. so weird.", "link": "https://www.reddit.com/r/codex/comments/1x97rkc/openai_cooked_with_dots_ux/phj9lx3/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "anybody else annoyed af with claude remote connection dying all the time?\n@claudedevs please ffs, keep it connected\nim paying 200$ a month you can spare some bandwith usage cmon [link]", "link": "https://twitter.com/888144550988046337/status/2111526044851449979"}]}, {"name": "Remote control missing from some product surfaces", "definition": "The agent can't be driven from another device at all for a given surface or setup, such as no remote control in the CLI, IDE extension, standalone IDE or a particular desktop OS, or only one-way control between desktops; this excludes cases where remote exists but breaks.", "other": false, "userWeeks": 97, "posts": 102, "agents": [{"id": "codex", "userWeeks": 61}, {"id": "antigravity", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 9}, {"id": "cursor", "userWeeks": 8}, {"id": "zed", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@flippyneck47 @claudedevs i have it turned on in settings but from what i could see and get working it only works with the cli, not desktop", "link": "https://twitter.com/744995538/status/2111381639955644574"}, {"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "@rodydavis @jkirstaetter @antigravity @officiallogank @shengzheyao @nohedev yeah, that was a bummer -- i logged in via google cloud + project id, to use api credits for argon, to find that remote functionality is unavailable.", "link": "https://twitter.com/2985417865/status/2110837746311045382"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs got ssh set up through the claude app so claude code runs on my server, but remote control won't work.\nis this a known limitation? [link]", "link": "https://twitter.com/2096819916175212548/status/2110697008109400283"}]}, {"name": "No native mobile app or platform", "definition": "Users find no native phone or tablet client, or none for their platform (for example Android missing while iOS exists), or are pushed to a web app or cloud product when they want a native app that controls their own machine; this excludes quality problems inside an app that does exist.", "other": false, "userWeeks": 91, "posts": 94, "agents": [{"id": "cursor", "userWeeks": 22}, {"id": "codex", "userWeeks": 17}, {"id": "factory", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 10}, {"id": "conductor", "userWeeks": 10}, {"id": "opencode", "userWeeks": 8}, {"id": "claude-code", "userWeeks": 4}, {"id": "amp", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-10-15", "source": "X", "community": "@AmpCode", "text": "@ampcode @thorstenball my amp wish list for christmas this year: linux desktop client and android native client.\ni'm not made for that pwa life. 🫡", "link": "https://twitter.com/56608163/status/2110548452375658879"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity why do we have to use the website for remote control? we should be able to access the different remote instance of our account with just the app itself.", "link": "https://twitter.com/1577565647940161536/status/2107494570686923014"}, {"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "always such a kick in nads to get emails like this, get excited for cool features like controlling local desktop agents from your phone and to realize it's only for ios...\nwhy can we not get an android app?\n@cursor_ai [link]", "link": "https://twitter.com/1397316686102007808/status/2107126274342756789"}]}, {"name": "Clunky remote setup and per-session ceremony", "definition": "Remote access works only after manual steps such as running a command per project, tailscale/SSH/tmux workarounds, keeping the host awake, or running a separate daemon or app, or it quietly uses the wrong account; this excludes outright connection failures.", "other": false, "userWeeks": 66, "posts": 68, "agents": [{"id": "codex", "userWeeks": 25}, {"id": "claude-code", "userWeeks": 23}, {"id": "opencode", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 5}, {"id": "amp", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "honestly, kinda messed up that the codex app won't let me programmatically register new remote machines\nclaude code lets me do it", "link": "https://twitter.com/7008772/status/2111191795019243842"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux please improve the usability of remote connections in the official codex app. honestly, it’s far less convenient compared to claude.", "link": "https://twitter.com/2057463361382871041/status/2111112355052716448"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "it’s not one tap, i must open a terminal on my other machine and enable /rc and /chrome", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2dq2v/cant_clear_context_on_mobile/pf1nu7f/"}]}, {"name": "Cannot start new sessions remotely", "definition": "From the phone or a second device the user can only continue sessions already enabled on the host and can't start new chats, choose a remote host or project, or pick a model, so they must go back to the computer first; this excludes complaints about remote access being absent altogether.", "other": false, "userWeeks": 60, "posts": 61, "agents": [{"id": "claude-code", "userWeeks": 27}, {"id": "codex", "userWeeks": 23}, {"id": "cursor", "userWeeks": 6}, {"id": "opencode", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@flippyneck47 @claudedevs and there is the problem. the session has to be active on the pc for you to see it on the phone. i want to instruct the desktop app from my phone to create a new session on the desktop app.", "link": "https://twitter.com/744995538/status/2111388580350222571"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "what i wanna give some feedback to @claudedevs is ‘mobile experiences’.\ndispatch is managable, but cannot control the each session selectively at least in my previous experiences.", "link": "https://twitter.com/2039320635927588864/status/2111348347672166515"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@diari_cc @claudedevs still not codex like. session timeout and disappear on the phone can’t start a new one from phone for project + worktree", "link": "https://twitter.com/1507075979071610884/status/2110694083421143180"}]}, {"name": "Sessions and projects not syncing across devices", "definition": "Chats, messages, projects, repos, plans or agent history started on one device are missing, out of date or disordered on another, or sessions are scattered across devices and web; this excludes connection failures that block access entirely.", "other": false, "userWeeks": 42, "posts": 43, "agents": [{"id": "codex", "userWeeks": 26}, {"id": "cursor", "userWeeks": 10}, {"id": "claude-code", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why are sessions from desktop app not synced to mobile app? why do i need to type /remote-control every time?", "link": "https://twitter.com/704161700703039489/status/2110647800178569383"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux hey @thsottiaux i noticed that on android that dot cannot reference a task on codex running in my computer. for some reason, even searching for them does not work on android codex app", "link": "https://twitter.com/3437553700/status/2106315099371601965"}, {"agent": "codex", "date": "2026-10-02", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "so, i can ‘remote-control’ codex cli from chatgpt on my phone, but it doesn’t show up on the chatgpt web, desktop, or dots. those require a different computer connection… not to the dev environment where i’ve got codex running. very confusing!", "link": "https://twitter.com/84326705/status/2106142235494691003"}]}, {"name": "Approvals and prompts not reaching mobile", "definition": "Permission requests, approval prompts or pending-input states appear only on the host computer and not on the phone, so remote sessions sit stuck until the user goes back to the desk; general sync gaps that don't involve approvals are excluded.", "other": false, "userWeeks": 26, "posts": 29, "agents": [{"id": "codex", "userWeeks": 11}, {"id": "claude-code", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudeai\nplease provide a notification for a work completed by claude code in the mobile app. i use cc on terminal via rc\nyou have a notification for error, if cc needs input, but no notification for a finished task. \neverytime i have to open the app check the chat.", "link": "https://twitter.com/1828763960411136000/status/2111818668183289991"}, {"agent": "codex", "date": "2026-10-03", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when i use the ssh from my chatgpt app in my phone to check codex progress. i can't answer the questions like in the question prompt window in the codex app.", "link": "https://twitter.com/3393500532/status/2106459109264371739"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i can't approve permissions in the mobile app on projects.", "link": "https://twitter.com/20471332/status/2103209522063954074"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 44, "posts": 46, "agents": [{"id": "codex", "userWeeks": 23}, {"id": "claude-code", "userWeeks": 6}, {"id": "amp", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "zed", "date": "2026-10-12", "source": "X", "community": "@zeddotdev", "text": "@danilobleal @zeddotdev or like setup my own software to talk to delta, say i wanna send it text messages to check on stuff/start something. currently impossible.", "link": "https://twitter.com/896131/status/2109700289968079160"}, {"agent": "devin", "date": "2026-10-02", "source": "X", "community": "@DevinAI", "text": "@dabit3 @devinai \ni’m unable to switch between organizations on the mobile app.", "link": "https://twitter.com/214051336/status/2106021848030785594"}]}]}, "ui.display_settings": {"userWeeks": 2506, "declined": 0, "modes": [{"name": "Cluttered or disorienting layout and navigation", "definition": "Sidebars, thread lists, panes, menus and screens are badly organized, waste space, duplicate entries, can't be split side by side, or make it hard to find threads, projects and older messages; missing settings and visual styling problems are out.", "other": false, "userWeeks": 514, "posts": 550, "agents": [{"id": "codex", "userWeeks": 173}, {"id": "claude-code", "userWeeks": 87}, {"id": "opencode", "userWeeks": 69}, {"id": "antigravity", "userWeeks": 41}, {"id": "cursor", "userWeeks": 33}, {"id": "zed", "userWeeks": 33}, {"id": "amp", "userWeeks": 30}, {"id": "devin", "userWeeks": 13}, {"id": "pi", "userWeeks": 13}, {"id": "factory", "userWeeks": 6}, {"id": "conductor", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "warp", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux one of the main issues that i'm seeing right now, is you have an extremely disconnected experience across the entire codex app. these tools are all good in their own right but the ui and presentation are still very hard to understand fully.", "link": "https://twitter.com/230008143/status/2111294081137852768"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "try running the new ui on portrait; i have claude running on a portrait monitor and it worked perfectly with the old ui, now it just looks terrible with the new right side column that i can't seem to close", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x74gg2/anyone_else_hate_the_new_ui/ph320kv/"}, {"agent": "opencode", "date": "2026-10-16", "source": "X", "community": "@opencode", "text": "@opencode would you please stop changing the console's layout/menus please , every 2 weeks , i have to search for the new location of the api key , thanks", "link": "https://twitter.com/2096282486934315010/status/2111189124858417276"}]}, {"name": "Agent activity and reasoning hidden from view", "definition": "The interface collapses, summarizes or leaves out what the agent is doing (tool calls, commands, reasoning, progress, time estimates, thread status) so the user can't follow or check the work; this covers misleading status labels such as 'blocked' or 'completed', but not general layout clutter.", "other": false, "userWeeks": 406, "posts": 421, "agents": [{"id": "codex", "userWeeks": 141}, {"id": "claude-code", "userWeeks": 108}, {"id": "antigravity", "userWeeks": 39}, {"id": "cursor", "userWeeks": 33}, {"id": "opencode", "userWeeks": 30}, {"id": "amp", "userWeeks": 15}, {"id": "copilot", "userWeeks": 12}, {"id": "pi", "userWeeks": 9}, {"id": "devin", "userWeeks": 8}, {"id": "zed", "userWeeks": 6}, {"id": "conductor", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "fair enough. for me, it mattered when i wasn't paying close attention or when claude was doing a lot at once. it got hard to tell its thinking out loud from the actual output, like a plan i needed to read. i'd rather know at a glance which part is the answer.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8c1lc/claude_code_in_the_terminal_always_felt_like_a/phbq5wj/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "still did not find out what model and thinking level its using during execution. it shows nowhere", "link": "https://www.reddit.com/r/codex/comments/1x7iugl/codex_tip_start_your_next_5hour_window_while/ph4ndc5/"}, {"agent": "copilot", "date": "2026-10-16", "source": "Reddit", "community": "r/GithubCopilot", "text": "its also just become more opaque than before. earlier it would show the thinking steps which were very useful for me. now it just shows \"thinking\".", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x7f8pf/copilot_is_slow_and_doing_a_terrible_job_today/ph44lz4/"}]}, {"name": "Removed or regressed UI features after updates", "definition": "An update removes or breaks a UI capability users relied on, such as buttons, tabs, sidebar actions, a visual editor, filters, or commands that work in one pane but not another; new feature requests with no earlier version are out.", "other": false, "userWeeks": 387, "posts": 405, "agents": [{"id": "claude-code", "userWeeks": 120}, {"id": "codex", "userWeeks": 108}, {"id": "opencode", "userWeeks": 49}, {"id": "antigravity", "userWeeks": 25}, {"id": "cursor", "userWeeks": 19}, {"id": "amp", "userWeeks": 16}, {"id": "zed", "userWeeks": 13}, {"id": "conductor", "userWeeks": 10}, {"id": "copilot", "userWeeks": 10}, {"id": "devin", "userWeeks": 5}, {"id": "cline", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "warp", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah i would *really* like it if the card were optional. i feel like the quality of dialogue during a project has dropped dramatically because i can’t learn as i go from the explanations.\nit’s probably the least user-friendly thing i’ve seen anthropic do", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93k3s/these_new_cards_cause_claude_not_to_explain_as/phhuqct/"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @claudeai please bring back the project picker below the chat input in claude desktop. it was so much more convenient having it right there. [link]", "link": "https://twitter.com/1555277989331750912/status/2111813679259975815"}, {"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i’ve always liked the codex app, but moving “branch in new chat” into a menu is a clear regression. what’s the point of adding an extra click when that menu has just one item? i use this far too often for it to be buried in a menu. @thsottiaux @openaidevs [link]", "link": "https://twitter.com/1722425306/status/2111448681681686849"}]}, {"name": "Rendering glitches, flicker and laggy scrolling", "definition": "The UI draws content wrongly or performs poorly: flickering animations, scroll hijacking, slow scrolling or menus, jumping viewports or input boxes, broken markdown, RTL or mobile rendering, and wrong labels shown; missing features are out.", "other": false, "userWeeks": 329, "posts": 343, "agents": [{"id": "codex", "userWeeks": 114}, {"id": "antigravity", "userWeeks": 38}, {"id": "claude-code", "userWeeks": 36}, {"id": "opencode", "userWeeks": 34}, {"id": "zed", "userWeeks": 31}, {"id": "pi", "userWeeks": 25}, {"id": "cursor", "userWeeks": 23}, {"id": "amp", "userWeeks": 9}, {"id": "copilot", "userWeeks": 6}, {"id": "kiro", "userWeeks": 4}, {"id": "factory", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "conductor", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "tried agy on cli for gemini 4 and it cuts off some long lines in answers with ellipses. wut\n@_mohansolo @antigravity", "link": "https://twitter.com/972383157214474241/status/2111688430589751477"}, {"agent": "zed", "date": "2026-10-17", "source": "X", "community": "@zeddotdev", "text": "this @zeddotdev little bug drives me crazy\nif you leave your mouse from the left, the tooltip on the file item shows up until you come back to the window.\ntrying to train myself to leave move out my mouse from the bottom of the window. [link]", "link": "https://twitter.com/813555/status/2111490457763213633"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "antigravity cli v1.4.0: ask_question cuts off options when menu &gt; terminal height.\nbubbletea flush slices top lines; askquestionmodel lacks scroll like /model.\ndetails in #1262:[link]\ncc @antigravity", "link": "https://twitter.com/2753808764/status/2111097389104967777"}]}, {"name": "Settings that don't save or apply", "definition": "Configuration options fail to save, don't take effect, become unreachable, or disappear on some surfaces such as web, mobile or IDE, so the user's choices aren't honoured; requests for settings that never existed are out.", "other": false, "userWeeks": 277, "posts": 284, "agents": [{"id": "codex", "userWeeks": 83}, {"id": "claude-code", "userWeeks": 48}, {"id": "cursor", "userWeeks": 42}, {"id": "opencode", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 23}, {"id": "amp", "userWeeks": 17}, {"id": "zed", "userWeeks": 16}, {"id": "copilot", "userWeeks": 5}, {"id": "pi", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "conductor", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "for me, i have the option to turn it on in some chats in claude code, but not in others. it doesn't seem to depend on whether the chat has a 'project'/folder or not. it just seems totally random. really bizarre.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wt8cjf/i_cant_enable_fast_mode_for_opus_55_am_i_doing/pgfuhwy/"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@grok any public posts explaining how to turn off that annoying always-on search overlaying everything on my mac with the codex app? (yes i'm aware of the irony of asking yourself!)", "link": "https://twitter.com/802967252/status/2109942010282987627"}, {"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@lanzhiai codex cli scrolling stutter changed mouse_scroll_speed=3.0, this parameter name is more straightforward than my predecessor: directly admitting \"the default configuration is for mouse scroll wheel users, touchpad users are on their own\" ⌨️", "link": "https://twitter.com/1891833767519715329/status/2109862860943999199"}]}, {"name": "Insufficient font, theme and accessibility customization", "definition": "Users can't adjust font size, typeface, contrast, colours, themes or decorative effects enough for legibility or comfort, including accessibility needs; layout structure and broken setting persistence are out.", "other": false, "userWeeks": 165, "posts": 173, "agents": [{"id": "codex", "userWeeks": 50}, {"id": "zed", "userWeeks": 41}, {"id": "claude-code", "userWeeks": 29}, {"id": "amp", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 10}, {"id": "pi", "userWeeks": 8}, {"id": "opencode", "userWeeks": 6}, {"id": "factory", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux i know it's small but can you please fix theming in codex cli? [link]", "link": "https://twitter.com/42802561/status/2111481081006629352"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "it's horrible. and the projects sidebar is even worse - project names now have same font color as chats, which is extremely bad for eyes", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x74gg2/anyone_else_hate_the_new_ui/ph2mluz/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "yes i know the new tesla can flip in the air but @claudedevs has put too much border in the new desktop app release", "link": "https://twitter.com/845279427156160513/status/2110999381574885725"}]}, {"name": "Missing or conflicting keyboard shortcuts", "definition": "Common actions such as switching models or modes, scrolling, starting new files or using history have no quick keybinding, or existing shortcuts were changed, clash with the OS or input method, or fire unintended actions; mouse-only UI requests are out.", "other": false, "userWeeks": 144, "posts": 159, "agents": [{"id": "codex", "userWeeks": 49}, {"id": "claude-code", "userWeeks": 34}, {"id": "zed", "userWeeks": 15}, {"id": "opencode", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 9}, {"id": "cursor", "userWeeks": 7}, {"id": "pi", "userWeeks": 7}, {"id": "amp", "userWeeks": 4}, {"id": "warp", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs hey if its easy. please add meta enter to submit prompt. let us click enter only to create multi line.\nno need to brag everyday when you cannot build this simple features", "link": "https://twitter.com/2935462884/status/2111909724400824707"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs why can't i answer claude questions using numbers???", "link": "https://twitter.com/991182752/status/2110750581962739871"}, {"agent": "codex", "date": "2026-10-15", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@charliermarsh @mattlam_ @poteto bru mac client, ssh to linux, codex cli have to copy with ctrl-c instead of cmd-c come on 😭", "link": "https://twitter.com/18557229/status/2110630937927315699"}]}, {"name": "Text selection and copy broken", "definition": "The user can't reliably select, highlight or copy text from the CLI, TUI or app, for example through inserted line breaks, invisible highlight colours, animations interfering, or status bars that can't be selected; general readability complaints are out.", "other": false, "userWeeks": 73, "posts": 84, "agents": [{"id": "codex", "userWeeks": 34}, {"id": "claude-code", "userWeeks": 17}, {"id": "pi", "userWeeks": 6}, {"id": "opencode", "userWeeks": 5}, {"id": "amp", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i am sure i am being a total dumbass and there is an easy fix for this.\nin cc cli on a mac, each line of output is preceded by two blank spaces - red box in the pic. makes copy/paste long commands a pain especially if they span over two lines.\nany way to stop this?\ntia", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7qr1w/2_blank_spaces_in_the_cli_output/"}, {"agent": "pi", "date": "2026-10-16", "source": "Reddit", "community": "r/PiCodingAgent", "text": "seriously? how? teach me please. i tried to copy the text, but the text that can be selected is very little, so it's not possible to copy text longer than the one shown on the screen.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1x76qul/is_it_possible_to_make_pi_coding_agent_copy_and/ph1p3a5/"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux not being able to hi light the codex cli question tool letters is really annoying when it tells me to run a command and i have to type it out manually.", "link": "https://twitter.com/55687392/status/2111236717055250504"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 294, "posts": 299, "agents": [{"id": "codex", "userWeeks": 84}, {"id": "claude-code", "userWeeks": 80}, {"id": "opencode", "userWeeks": 34}, {"id": "antigravity", "userWeeks": 24}, {"id": "cursor", "userWeeks": 22}, {"id": "amp", "userWeeks": 10}, {"id": "zed", "userWeeks": 9}, {"id": "copilot", "userWeeks": 8}, {"id": "pi", "userWeeks": 8}, {"id": "factory", "userWeeks": 5}, {"id": "devin", "userWeeks": 4}, {"id": "conductor", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@theobileonard why use cli when you can just use a gui that's a more natural interface? i use t3code and i'd rather die than use claude or codex cli", "link": "https://twitter.com/1296003275322527744/status/2111845605463007496"}, {"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i've used claude code , opencode bit ux wise codex cli is dogshit", "link": "https://twitter.com/1574024114221654016/status/2111747502550737161"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cool now how about you fix the ui — this shit sucks now [link]", "link": "https://twitter.com/1470514966117511169/status/2111509940011749755"}]}]}, "ui.interrupt_steer": {"userWeeks": 153, "declined": 0, "modes": [{"name": "No way to stop or steer mid-run", "definition": "The product has no stop or pause control, no live steering, no way to edit or recall a message just sent, or no queue, so the user can only wait for the run to finish; existing features that are buggy are excluded.", "other": false, "userWeeks": 30, "posts": 30, "agents": [{"id": "codex", "userWeeks": 12}, {"id": "claude-code", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "disappointed with how this works in the codex app.\ni get not wanting to disrupt automation, but i can't get through a set of questions before it finishes, which defeats the whole purpose. \ncan questions trigger an actual pause if it detects typing?\n@openaidevs @ajambrosino [link]", "link": "https://twitter.com/3293265447/status/2110358825924460795"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "instant steering is useful. i use it all the time in claude. it’s a real gap in codex.", "link": "https://www.reddit.com/r/codex/comments/1x10pv6/day_4_tibo/peqot41/"}, {"agent": "codex", "date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@platonmazarakis if i send a command and it waits for tool call, let me edit it before tool call ends if i want, i don't think i can edit on codex cli once i typed out a message. it's all esc to pause model not edit?", "link": "https://twitter.com/1882194669158707200/status/2107191872011829685"}]}, {"name": "Stop or pause command not honoured", "definition": "The user presses stop, cancels, or tells the agent to stop or pause, and it keeps going, takes many minutes to halt, or stops briefly and then carries on (including goals that restart it); cases where the stop works but destroys work, or where steering messages are ignored, are excluded.", "other": false, "userWeeks": 29, "posts": 31, "agents": [{"id": "codex", "userWeeks": 13}, {"id": "antigravity", "userWeeks": 5}, {"id": "claude-code", "userWeeks": 5}, {"id": "cursor", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity in cursor, if i stop a running agent, my submitted prompt returns to the textarea so i can quickly edit and resubmit it.\nin antigravity, i have to copy the prompt manually.\npreserve the prompt when stopping the agent.", "link": "https://twitter.com/1135175156576313344/status/2107358145609900064"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "at that point i reallly wanted to see what the fuck it was doing but i cancelled it 5 mins later because it didnt wanna stop", "link": "https://www.reddit.com/r/codex/comments/1wuv5ew/is_sol_61_getting_slowly_faster_for_you_too/pd6nc1k/"}, {"agent": "cline", "date": "2026-09-23", "source": "X", "community": "@cline", "text": "@cline when i do a steering message, i got this error in windows (latest cline version) , but the task dont stop it continue, and the red message keeps appearing;\nerror 👇", "link": "https://twitter.com/1760047654027796481/status/2102823548062421417"}]}, {"name": "Mid-run steering message ignored or lost", "definition": "A guidance message sent while the agent is working is never seen, gets stuck or disappears in the queue, is duplicated or resent, or is only acted on after the whole run ends; products that offer no steering at all and messages that wrongly interrupt are excluded.", "other": false, "userWeeks": 26, "posts": 27, "agents": [{"id": "codex", "userWeeks": 19}, {"id": "claude-code", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "having the queue eat the previous task every time capacity trips is worse than no queue. i only leave one message now and keep the rest in a local checklist i fire when the chat window's free again.", "link": "https://www.reddit.com/r/codex/comments/1x68hdn/codex_moves_on_to_the_next_queued_message_if_at/pgtmdbg/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "so thats why i cannot steer recently, because they tweaked it. it didnt improved btw it regressed because i cannot steer my conversation", "link": "https://www.reddit.com/r/codex/comments/1x10pv6/day_4_tibo/peqfvs0/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "neat. i cannot wait until they add steering back in. my tasks are not responding to steers at all. nothing. but they keep going. 🐮", "link": "https://www.reddit.com/r/codex/comments/1x10pv6/day_4_tibo/peq4mws/"}]}, {"name": "New message interrupts instead of queueing", "definition": "A follow-up the user meant as the next task cancels or takes over the current run right away, or the product gives no reliable way to choose between queueing and steering; messages that are ignored or lost are excluded.", "other": false, "userWeeks": 20, "posts": 20, "agents": [{"id": "claude-code", "userWeeks": 6}, {"id": "cursor", "userWeeks": 6}, {"id": "codex", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-12", "source": "X", "community": "@cursor_ai", "text": "@poteto @mattyp @roshan_s @bot can you guys fix desktop @cursor_ai queing messages vs. forcing them immediately on the agent.\nalso, can i get project access!", "link": "https://twitter.com/773953758673895424/status/2098821742395318362"}, {"agent": "claude-code", "date": "2026-09-10", "source": "X", "community": "@ClaudeDevs", "text": "what happened to queuing messages in claude code desktop app? ⌘+⏎ used to queue messages but now it interrupts immediately? @claudedevs is there a way to go back?", "link": "https://twitter.com/67076116/status/2098181682402939253"}, {"agent": "cursor", "date": "2026-09-10", "source": "X", "community": "@cursor_ai", "text": "why does @cursor_ai no longer put new prompts into the queue? super annoying that it cancels the currently running", "link": "https://twitter.com/872233564154335232/status/2097979154289291761"}]}, {"name": "Overloaded interrupt keys destroy running work", "definition": "A key or button the user expects to do something harmless (clear input, send a queued message, go back) instead kills subagents, closes tabs, or ends the session, often with no way to recover the lost work; stop requests that are simply ignored are excluded.", "other": false, "userWeeks": 13, "posts": 14, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 2}, {"id": "codex", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-05", "source": "X", "community": "@ClaudeDevs", "text": ".@claudedevs can you guys please fix that ctrl+c deletes the messagebox normally but if there are subagents running it kills the subagents instead?? yes i did just accidentally kill a buch of subagents again", "link": "https://twitter.com/1294737900236681223/status/2107185475983151255"}, {"agent": "codex", "date": "2026-09-22", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux in codex cli w/ computer use, if i press esc all the tabs get closed. often all i'm trying to do is send the next queued message to tell it to do somethign slightly different.", "link": "https://twitter.com/16219198/status/2102299560962072706"}, {"agent": "claude-code", "date": "2026-09-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah, also annoying that in some cases (when you clicked on shell, or monitor, or whatever) you need to click ← and in some - esc and you can mess up stopping agent. \nsometimes i feel they are not using cc internally. otherwise this would be fixed year ago.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wh0dqn/having_ctrlc_for_both_clearing_input_and_stopping/p9yvoyd/"}]}, {"name": "Run state misreported after stop or pause", "definition": "After a stop or pause, the agent's real state is unclear or wrong: it looks stopped but is still running, reports a false run time, stays stuck paused until told to continue, or resumes on its own when reattached; cases where it plainly keeps working after being told to stop are excluded.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "codex", "userWeeks": 7}, {"id": "claude-code", "userWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-09-26", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs not sure why but this didnt happen on the last session... he picked up where he left off after reviewing the cache but yeah not graceful stop or halt", "link": "https://twitter.com/1732237892041179136/status/2103794600083116095"}, {"agent": "codex", "date": "2026-09-10", "source": "Reddit", "community": "r/codex", "text": "never needed to before. pause means pause -> ive done this hundreds of times before with no issue", "link": "https://www.reddit.com/r/codex/comments/1wcn72c/just_lost_20_pro_5x_usage_because_of_this_since/p8z3xu8/"}, {"agent": "claude-code", "date": "2026-09-10", "source": "X", "community": "@ClaudeDevs", "text": "@ricursive @claudedevs closing claude code to stop it, then watching reattach auto-resume and chew the full context again, is the opposite of a limit. the brake should hold, not yank you back in.", "link": "https://twitter.com/2084224068518039552/status/2097982391880995320"}]}, {"name": "Interrupt drops or garbles the original task", "definition": "After the user interrupts or steers, the agent forgets the work it was doing, its earlier reasoning, or one of several quick messages, or mixes old and new instructions, and never returns to the unfinished task; cases where the interrupt itself fails to land are excluded.", "other": false, "userWeeks": 7, "posts": 8, "agents": [{"id": "codex", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "claude-code", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "omg continuing mid thought is a huge thing! every time i abort to fix some misconseption in the thinking it just forgets the thinking, i built a short extension to keep it but it doesn't work perfectly lol", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwllzb/will_pi_add_builtin_subagents_or_sandboxes/pdmcx6q/"}, {"agent": "codex", "date": "2026-09-27", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux dude, please, can you fix steering in the codex app? it literally like doesn't reply to my earlier messages when steered. this seems like a ui bug, not a model bug", "link": "https://twitter.com/1473468965313814530/status/2104244788677554626"}, {"agent": "cursor", "date": "2026-09-11", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai most of the time when i add a comment while it's working on something (especially with grok) this does indeed interrupt that task and does not circle back to it. [link]", "link": "https://twitter.com/2264632740/status/2098201666772406748"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 22, "posts": 23, "agents": [{"id": "claude-code", "userWeeks": 8}, {"id": "codex", "userWeeks": 8}, {"id": "cursor", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": []}]}, "ui.session_history": {"userWeeks": 756, "declined": 0, "modes": [{"name": "Past sessions hard to find or organize", "definition": "The session list cannot be searched by content or date, is scoped to one folder or project, mixes up projects, reorders itself, scatters sessions, or lacks grouping, renaming, deleting or archiving, so the user cannot locate the session they want; this does not cover sessions that are actually gone.", "other": false, "userWeeks": 197, "posts": 202, "agents": [{"id": "claude-code", "userWeeks": 81}, {"id": "codex", "userWeeks": 53}, {"id": "antigravity", "userWeeks": 18}, {"id": "opencode", "userWeeks": 15}, {"id": "cursor", "userWeeks": 13}, {"id": "amp", "userWeeks": 7}, {"id": "zed", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "@prathamdby @cursor_ai @poteto yeah... i've got forbidden code that must be destroyed in my threads too. we really need to be able to delete them.", "link": "https://twitter.com/2048290395323297792/status/2111826326118088805"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs please fix this, this redesign is unusable for me! how can i browse and group sessions by repo/directory? it's crazy that i have to sift through all sessions to find an old session in an old repo i haven't worked on for a while. \n[link]", "link": "https://twitter.com/99570742/status/2111798902949347360"}, {"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "i hate how @cursor_ai doesn't let me delete old threads. just putting them in the archive isn't enough for me.\n@poteto poteto poteto", "link": "https://twitter.com/1817155037938036736/status/2111795093405667830"}]}, {"name": "Session history lost after restart or update", "definition": "Saved chats, threads or sessions disappear, come back empty or truncated, or get auto-pruned after an app restart, update, reinstall, logout or account switch; this does not cover sessions that still exist but are hard to find.", "other": false, "userWeeks": 145, "posts": 157, "agents": [{"id": "codex", "userWeeks": 43}, {"id": "claude-code", "userWeeks": 35}, {"id": "antigravity", "userWeeks": 32}, {"id": "cursor", "userWeeks": 13}, {"id": "opencode", "userWeeks": 8}, {"id": "devin", "userWeeks": 4}, {"id": "zed", "userWeeks": 4}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "same. i have even done fresh install on latest version and chats still keep disappearing", "link": "https://www.reddit.com/r/google_antigravity/comments/1x84imq/after_antigravity_140_update/phbhduv/"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "same here, even for newly created chats after a couple of hours they dissapear", "link": "https://www.reddit.com/r/google_antigravity/comments/1x84imq/after_antigravity_140_update/phb87fd/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "same here. the conversations (brain) are still on disk, but the indexing/syncing seems to be broken.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6whtv/antigravity_cli_releases_v132_v136/ph1qkom/"}]}, {"name": "Sessions not shared across surfaces or devices", "definition": "A session started in one client (CLI, desktop app, IDE extension, web, phone, remote VM or another machine) cannot be seen, continued or migrated in another, or shows conflicting state there; this does not cover loss within a single client.", "other": false, "userWeeks": 114, "posts": 116, "agents": [{"id": "codex", "userWeeks": 48}, {"id": "claude-code", "userWeeks": 33}, {"id": "antigravity", "userWeeks": 9}, {"id": "cursor", "userWeeks": 8}, {"id": "opencode", "userWeeks": 5}, {"id": "zed", "userWeeks": 4}, {"id": "devin", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "if you do `agy --remote-control` and check that instance, the past conversations are there. only when running the headless daemon my past conversation is missing", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6whtv/antigravity_cli_releases_v132_v136/ph26ols/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "hey, please fix the chat history management in the ide. i still use the ide as my primary tool, but if i have multiple projects that i was working on, the chats are all jumbled. please also let the antigravity and antibravity ides share their chats for the same projects", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6w4dx/antigravity_app_releases_v2220_v2231/pgzft4d/"}, {"agent": "cline", "date": "2026-10-12", "source": "Reddit", "community": "r/CLine", "text": "following - i for one would like full persistency not only within cline, but also across devices. using code server, it's annoying that it's impossible to start a chat session on your desktop, continue on your tablet and finish it on your phone.", "link": "https://www.reddit.com/r/CLine/comments/1x3zk0c/cline_in_vs_code_how_can_i_make_sessions_fully/pfiir2u/"}]}, {"name": "Resume or reconnect to existing session fails", "definition": "An existing session or thread cannot be resumed, reattached or reconnected (stuck connecting, lost executor, resume broken after re-login or upgrade, features missing in resumed chats, no clean handoff to a new session); this does not cover finding the session in a list.", "other": false, "userWeeks": 83, "posts": 87, "agents": [{"id": "codex", "userWeeks": 33}, {"id": "claude-code", "userWeeks": 24}, {"id": "amp", "userWeeks": 6}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "if you just share the link from the old chat in a new chat and then you can just continue where you left off. it’s dumb but at least it’s a work around", "link": "https://www.reddit.com/r/codex/comments/1x1fnyb/this_is_why_i_hate_work_mode/pey6o89/"}, {"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "as the title says. once codex finishes, the entire chat history is gone, leaving only my prompts i sent and nothing of what the agent said. i need to be able to see the chat history. whatever is going on here is not very useful at all. ", "link": "https://www.reddit.com/r/codex/comments/1x0fahp/codex_hiding_the_chat_history_when_finished/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "how are you managing when you exit a session and the worktree gets removed and /resume is also an headache beacuse the session is hard to find in main repo and needs to be navogated into the worktree directory", "link": "https://www.reddit.com/r/ClaudeCode/comments/1vonihg/worktrees_and_additional_headache/pe70vwt/"}]}, {"name": "Fork, rewind and revert broken or missing", "definition": "Branching, /fork, undo-to-point, editing an earlier message or reverting a turn is missing, leaves the original intact, duplicates the thread, fails to restore files or context, or is blocked after compaction; this does not cover ordinary resume.", "other": false, "userWeeks": 80, "posts": 85, "agents": [{"id": "claude-code", "userWeeks": 23}, {"id": "codex", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 9}, {"id": "opencode", "userWeeks": 6}, {"id": "cursor", "userWeeks": 5}, {"id": "pi", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs there seems to be a bug right now, as an error occurs more frequently when trying to rewind a message.", "link": "https://twitter.com/1366445897614262272/status/2110775612352737679"}, {"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "it glitched when i undo changes. that's why i just tried it , not used it. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4ypi8/did_google_forget_antigravity_ide/pghqb6p/"}, {"agent": "antigravity", "date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "text": "so, antigravity was not maintaining a version history of changes it makes at each prompt level. so i fixed this issue with git. here is the detaoled blog on how to do it.\n[link]\nthanks for reading.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wzyh1r/i_found_a_workaround_to_fix_version_tracking_in/"}]}, {"name": "New session and tab handling misbehaves", "definition": "Starting or switching sessions creates them in the wrong place, project or tab, carries over the old draft prompt, forces extra steps, or discards a half-typed input; this does not cover persistence of finished sessions.", "other": false, "userWeeks": 62, "posts": 64, "agents": [{"id": "codex", "userWeeks": 28}, {"id": "claude-code", "userWeeks": 12}, {"id": "antigravity", "userWeeks": 5}, {"id": "amp", "userWeeks": 4}, {"id": "cursor", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "updated this morning and this functionality has been removed. i used it as a marker to know where i am at in each cli session. reinstate it!!!!!", "link": "https://www.reddit.com/r/codex/comments/1x2hd7g/openai_reinstate_the_last_message_copied_to/"}, {"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "@fly3nn @antigravity this is too easy to reproduce. clearing everything at the start of a new conversation affects my mood a lot. can it be fixed?", "link": "https://twitter.com/1960095876543844352/status/2106980796204761562"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i’ve mostly moved to codex app too and only use the cli at work. one thing i do miss on the app is faster switching of project threads.\nalthough it seems like voice mode is the future… just takes getting some used to. [link]", "link": "https://twitter.com/1753961040344236032/status/2106754702549635169"}]}, {"name": "Long or large sessions fail to load", "definition": "Long threads or very large conversation files load slowly, flicker, show only the first message, become 'not found', lose features like side chat, or will not open at all; this does not cover sessions deleted outright.", "other": false, "userWeeks": 22, "posts": 24, "agents": [{"id": "codex", "userWeeks": 7}, {"id": "claude-code", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 4}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs even though it's my own conversation history, i can't load the chat history, and claude code is arbitrarily taking it hostage, which is the worst, really the worst.", "link": "https://twitter.com/1456128631382495232/status/2110677065632723445"}, {"agent": "amp", "date": "2026-10-06", "source": "X", "community": "@AmpCode", "text": "@casjam @ampcode true. i honestly don't mind that they stopped the others for now to focus on this one. no scrollback is the biggest pain rn", "link": "https://twitter.com/2067222195064143872/status/2107326229322104972"}, {"agent": "copilot", "date": "2026-10-01", "source": "Reddit", "community": "r/GithubCopilot", "text": "i 100% have seen the slow agent window behavior. it has seemed to have gotten better on insiders, whereas before, like you said, it was taking minutes.\ninfuriating, as the whole point of the agent window is to switch sessions quickly!!!", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wukzs2/copilot_in_vs_code_major_chatagent_latency_best/pd8ygcx/"}]}, {"name": "Session storage bloats disk usage", "definition": "Locally stored chats, history databases and transcripts grow to tens of gigabytes, slow the tool down, or can only be cleaned up by deleting all history; this does not cover loss caused by something other than storage size.", "other": false, "userWeeks": 14, "posts": 15, "agents": [{"id": "codex", "userWeeks": 6}, {"id": "opencode", "userWeeks": 6}, {"id": "claude-code", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-09-10", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openai codex team. feature request. please add something like chrome profiles for codex. my codex environment is getting really out of control for all the projects and it causes wait times and loading issues when i switch between chats. \ni have several things i'm working on at once and it would be nice to be able to keep the projects i need to work on together isolatated from ones that don't need to exist together.", "link": "https://twitter.com/517753444/status/2098072340382749065"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 54, "posts": 54, "agents": [{"id": "claude-code", "userWeeks": 20}, {"id": "codex", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 5}, {"id": "cursor", "userWeeks": 5}, {"id": "opencode", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "i often export session transcripts and it’s annoying when it exports to scratchpad or whatever’s the current dir. i asked claude and it said theres no way to modify the export cmds behavior .", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6j32y/any_way_to_have_the_export_slash_cmd_to_stop/"}, {"agent": "codex", "date": "2026-10-14", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "the dot transcript isn't even accessible from other transcripts in the codex app. it needs to be more integrated, dawg. like this, it's lowkey useless", "link": "https://twitter.com/667223/status/2110422973433696605"}, {"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "cursor has \"export transcript\".\nclaude is less helpful in this regard, but the session is saved as a json file in ~/.claude/projects/... claude is happy to \"/save-session\" but the whole point is to avoid having an llm summarize it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wp6nq9/do_you_guys_use_auto_compact/pcei5nr/"}]}]}, "verify.agent_code_review": {"userWeeks": 227, "declined": 0, "modes": [{"name": "Nitpicks and far-fetched edge cases reported as bugs", "definition": "The review mostly reports trivial style points, contrived scenarios, or false positives, often with inflated severity like \"critical\", which buries the few real defects; a reviewer that simply misses defects belongs under the missed-defects mode instead.", "other": false, "userWeeks": 50, "posts": 51, "agents": [{"id": "claude-code", "userWeeks": 23}, {"id": "codex", "userWeeks": 15}, {"id": "antigravity", "userWeeks": 4}, {"id": "opencode", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "devin", "date": "2026-10-05", "source": "X", "community": "@cognition", "text": "@cognition cool. hope this improves the pr reviews. they've gotten very prone to flagging non-issues the last few days.", "link": "https://twitter.com/9648292/status/2107221862077915182"}, {"agent": "opencode", "date": "2026-10-02", "source": "Reddit", "community": "r/opencode", "text": "agreed. everytime i have it code-review it does a poor job or finds false positives that any other 1m token model refutes", "link": "https://www.reddit.com/r/opencode/comments/1wvyg3k/ling31flash_is_now_free_on_opencode/pdgc515/"}, {"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "the problem with reviews is, that claude will always find something. had a talk with my colleagues about that and we all agreed on that.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wropen/i_keep_hitting_usage_limits_on_20x_plan_have/pcei3f2/"}]}, {"name": "Shallow review that misses real defects", "definition": "The reviewer skims, reports \"no issues found\" or \"LGTM\", or approves almost everything while real bugs, security holes, or quality problems stay in the code, and a person or another model later finds them; noisy over-reporting is out of scope here.", "other": false, "userWeeks": 46, "posts": 48, "agents": [{"id": "codex", "userWeeks": 17}, {"id": "claude-code", "userWeeks": 14}, {"id": "antigravity", "userWeeks": 7}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs will the code review come to max too? /code-review is not good enough (e.g. compared to github copilot reviews) @bcherny", "link": "https://twitter.com/196266927/status/2110948892682444837"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "i only use codex to get a second opinion on pr reviews but the last month or so it is no longer finding unique issues.", "link": "https://www.reddit.com/r/codex/comments/1ww9cf7/holy_usage_increase_after_latest_reset/pdm6xe9/"}, {"agent": "opencode", "date": "2026-09-28", "source": "Reddit", "community": "r/opencode", "text": "not a good model for coding review. it's too happy to \"approve\" everything.", "link": "https://www.reddit.com/r/opencode/comments/1wp4kmi/m31_is_spacebunny/pck8qr0/"}]}, {"name": "Self-review blind to its own mistakes", "definition": "When the same model or session reviews code it wrote (or code marked as its own), it defends or approves its own reasoning and repeats its own blind spots, while a separate or different model catches what it missed; general shallowness that happens no matter who wrote the code is out of scope.", "other": false, "userWeeks": 42, "posts": 44, "agents": [{"id": "claude-code", "userWeeks": 28}, {"id": "codex", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "another way to check these files - a friend advised me to run codex on all the claude code system files. it found many times more problems and gave more ideas on what to optimize than claude code did on its own files", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1gp4p/til_about_doctor_promptaudit_it_checks_every/pethhhm/"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "this is chat gpt auditing codex work. i find that codex auditing its own work doesn’t work well", "link": "https://www.reddit.com/r/codex/comments/1wsxjtm/how_often_does_this_happen_to_you_happens_every/pcpts9h/"}, {"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "not my experience with reviews at least... claude is better at reviewing it's own code and finding issues then gpt is", "link": "https://www.reddit.com/r/codex/comments/1ws4dp4/tibo_your_resets_have_no_effect_anymore/pck1def/"}]}, {"name": "Review loops that never converge", "definition": "Each new review round of the same or already-fixed code turns up a fresh batch of issues, re-flags code that passed earlier, or flags its own earlier fixes, so the review never reaches a clear \"done\"; a single noisy pass that does end belongs under the noise mode.", "other": false, "userWeeks": 33, "posts": 36, "agents": [{"id": "claude-code", "userWeeks": 24}, {"id": "codex", "userWeeks": 5}, {"id": "copilot", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "default code-review is a nitpicky mofo.. i had to tell it to chill with the nits because it created like 20 of them per pr\nand this one time i created a feedback loop between a fix agent and code-review, the pr ended up eith 150 comments and the most bloated code there is", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x80fas/how_do_you_actually_review_claude_codes_diffs/ph8ziir/"}, {"agent": "claude-code", "date": "2026-09-03", "source": "Reddit", "community": "r/ClaudeCode", "text": "it’s most definitely finding false positives. i cap all review loops at three. anything found beyond that either isn’t real or isn’t worth fixing.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w624zk/100_rounds_of_ai_bug_hunting_on_my_frontend_and/p7jzdb3/"}, {"agent": "claude-code", "date": "2026-09-03", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have done the same and it was a mistake that i learned from . \nsure a security review doesn’t hurt, but just telling it to find bugs in the whole application is a never ending process ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w624zk/100_rounds_of_ai_bug_hunting_on_my_frontend_and/p7jt7ed/"}]}, {"name": "Review runs that fail silently or waste quota", "definition": "An auto-review or cloud review crashes, never shows up on the PR, or uses up a large share of the user's usage quota without producing useful findings; reviews that do finish but have poor findings are out of scope.", "other": false, "userWeeks": 19, "posts": 23, "agents": [{"id": "codex", "userWeeks": 9}, {"id": "claude-code", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "copilot", "date": "2026-09-03", "source": "Reddit", "community": "r/ClaudeCode", "text": "i just use the codex plugin cc.\ni added a rule in `claude .md` \"run a codex review after creating a pr.\" if the chat history gets too long, it sometimes forgets the rule, but usually it runs automatically.\ni tried using github copilot auto-reviews before, but the quality wasn't good, so i stopped.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w5wr7f/besides_claude_code_how_are_you_leveraging/p7j8tiy/"}, {"agent": "copilot", "date": "2026-10-15", "source": "X", "community": "@GitHubCopilot", "text": "why does @githubcopilot cost $0.05 to $1.00 to review a pr resulting in 'needs a closer look' outcome? [link]", "link": "https://twitter.com/1951799842520670208/status/2110871452509753395"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "plain codex is pretty bad at security reviews imho. its super expensive etc. i tend to give agents some proper tools that do this analysis cheaply (supercov with jev or similar). pretty much same perf but like 100x cheaper", "link": "https://www.reddit.com/r/codex/comments/1wuhgfo/burned_it/pda3skb/"}]}, {"name": "Review ignores the spec and the running code", "definition": "The reviewer only reads the diff text and never checks the code against the ticket, plan, or acceptance criteria, and never runs it, so it passes wrong permission logic, half-done plans, unwired endpoints, or performance regressions; bugs that a careful reading of the diff alone would have caught are out of scope.", "other": false, "userWeeks": 14, "posts": 15, "agents": [{"id": "claude-code", "userWeeks": 8}, {"id": "codex", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}], "examples": [{"agent": "cursor", "date": "2026-09-22", "source": "X", "community": "@cursor_ai", "text": "@kentcdodds @cursor_ai @devinai @coderabbitai bugbot and coderabbit review the diff. they don't run the app. my worst bug, a chart line drawn twice, had a clean diff and passed static review; only a real browser check caught it, because the agent had already marked the task done.", "link": "https://twitter.com/1748692144213405696/status/2102277944152576079"}, {"agent": "codex", "date": "2026-09-05", "source": "Reddit", "community": "r/codex", "text": "my implementer (terra) just implemented only half of the plan that had all the acceptance critera and requirements listed, and sol high reviewer found no issues with that.\neverything that is not astra got gutted hard.", "link": "https://www.reddit.com/r/codex/comments/1w7xfz3/while_everyone_brags_about_how_good_astra_is_rn/p7y8d5e/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 29, "posts": 29, "agents": [{"id": "claude-code", "userWeeks": 16}, {"id": "codex", "userWeeks": 8}, {"id": "copilot", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "100% im a developer and even using gpt 6 sol (havent tried 6.1 yet) i dont trust code reviews by it", "link": "https://www.reddit.com/r/codex/comments/1wto9sy/bug_hunt_bench_61_sol_max_44_656_vs_6_astra_max/pcw74tn/"}]}]}, "verify.change_review_ui": {"userWeeks": 259, "declined": 0, "modes": [{"name": "Change volume too large to review", "definition": "The agent produces changes too large or sprawling for a human to review properly, such as thousands of lines per PR, dozens of files, overnight goal runs or refactors of files nobody asked it to touch, which leads to rubber-stamping, reviewer fatigue and backlogs; this excludes complaints about the review interface itself.", "other": false, "userWeeks": 75, "posts": 76, "agents": [{"id": "claude-code", "userWeeks": 48}, {"id": "codex", "userWeeks": 12}, {"id": "cursor", "userWeeks": 6}, {"id": "amp", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "cool, we’ve not jumped fully into agentic so currently using it just for limited changes via the cli. even with that it’s a pain to fully review everything can’t imagine what it’s like for 5-6 agents running in parallel. \n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz3e35/do_you_guys_work_for_companies_that_pay_for_your/pe9i52l/"}]}, {"name": "Change summary or diff panel missing", "definition": "The agent edits files but the tool's own changed-files list, line counts, review card or diff panel is empty, stale, out of sync or stops appearing (often after an update), so the user has to fall back to git; this excludes edits that never went through the edit tool and diffs that compare against the wrong baseline.", "other": false, "userWeeks": 51, "posts": 52, "agents": [{"id": "codex", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 13}, {"id": "cursor", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 6}, {"id": "copilot", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "zed", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "i would go back to vs code if claude or codex extension had actual inline diffs.", "link": "https://www.reddit.com/r/cursor/comments/1x57zof/whats_alternative_to_cursor_now/pgoukst/"}, {"agent": "opencode", "date": "2026-10-12", "source": "X", "community": "@opencode", "text": "btw just use @opencode and feels like not having code diff on sidebar and panel is such a missed opportunity. \nso i made one [link]", "link": "https://twitter.com/739028117382008832/status/2109553557301313755"}, {"agent": "copilot", "date": "2026-10-10", "source": "Reddit", "community": "r/GithubCopilot", "text": "granular diff or it becomes unusable, like what is this idea? is it because you cant show cli edits as copilot diff? then solve that. but not showing session/yet unapproved diff is the most arrogant decision. i have to use ghc for work, we have no real alternatives unfortunately", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pf16no3/"}]}, {"name": "Unreadable diffs with clumsy review commenting", "definition": "Diffs, plans or other proposed changes are shown in a hard-to-read form, such as an unrendered markdown blob, poor dark-mode colours, layouts that don't work on a phone, intrusive pop-ups or no code navigation, or the tool lacks review tools like line-level comments sent as a batch, scoped annotations, marking files as viewed or seeing diffs for non-code artifacts like skills; this excludes missing or wrong diff content.", "other": false, "userWeeks": 50, "posts": 53, "agents": [{"id": "claude-code", "userWeeks": 11}, {"id": "zed", "userWeeks": 10}, {"id": "codex", "userWeeks": 8}, {"id": "cursor", "userWeeks": 7}, {"id": "amp", "userWeeks": 5}, {"id": "opencode", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can u please for the love of god support a more richer review diffs panel on desktop? currently it just looks like a banch of colored texts", "link": "https://twitter.com/1464976703420178436/status/2110487101213217138"}, {"agent": "amp", "date": "2026-10-11", "source": "X", "community": "@AmpCode", "text": ".@ampcode diff editor is pretty buggy, cursor isn't placed correctly on wrapped lines + intermittently loses focus [link]", "link": "https://twitter.com/1079733008/status/2109214653477990652"}, {"agent": "amp", "date": "2026-10-06", "source": "X", "community": "@AmpCode", "text": "@sqs @sarve___tanvesh @ampcode one thing i use the github pr review ui for is marking file diffs as viewed, which is not easily done in amp", "link": "https://twitter.com/101315185/status/2107302886866624662"}]}, {"name": "Keep/undo controls missing or misbehaving", "definition": "Accept, keep, reject or undo controls fail to appear, come back on old chats, apply the opposite action (for example accept-all reverting files), auto-reject or auto-accept without asking, or break code and cause conflicts when the user edits files that have pending agent changes; this excludes the deliberate absence of fine-grained controls.", "other": false, "userWeeks": 24, "posts": 30, "agents": [{"id": "antigravity", "userWeeks": 11}, {"id": "copilot", "userWeeks": 6}, {"id": "cursor", "userWeeks": 3}, {"id": "codex", "userWeeks": 2}, {"id": "claude-code", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai does anyone at cursor actually use the “changes → commits” diff viewer in agents view? it’s completely broken and unusable.. selecting a single commit is a cat-and-mouse game of toggling select/deselect all before you can pick one.", "link": "https://twitter.com/2844870331/status/2108630415896371464"}, {"agent": "copilot", "date": "2026-10-05", "source": "Reddit", "community": "r/GithubCopilot", "text": "this is awful, i don't even see the button to keep or discard changes", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pdxmhiu/"}, {"agent": "copilot", "date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "text": "my copilot is not showing diffs or the keep/undo buttons when i use it to edit files", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxspnp/my_copilot_is_not_showing_diffs_or_the_keepundo/"}]}, {"name": "Diff compared against the wrong baseline", "definition": "The review view compares against a fixed or wrong reference, such as a hardcoded main branch, the main worktree instead of the active one, all git changes instead of the last turn or checkpoint, or it ignores submodules, and it offers no way to choose a branch, commit or file history to compare against; this excludes diff views that are simply empty.", "other": false, "userWeeks": 20, "posts": 23, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "zed", "userWeeks": 6}, {"id": "cursor", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "codex", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "amp", "date": "2026-09-25", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode the changes tab on very large repos gets weirdly out of sync showing like 80k+ changes or something.\nsometimes running git pull or other commands fix it, other times get worse. i think it needs some way to refresh on the ui.\ncould also be comparing wrong commit", "link": "https://twitter.com/1857935142670450688/status/2103610446720942394"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can't use zed. i don't want to keep changing the repo to view where ai made the changes.\nhope zed add this soon. [link]", "link": "https://twitter.com/707623871847997440/status/2103436229702517011"}, {"agent": "zed", "date": "2026-09-25", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev can you make it easier to review worktrees/branches ? somehow there's no file picker/file browser when clicking view branch diff (worktree/branch a -&gt; main). everything is in a single clunky \"changed since main\" tab :/", "link": "https://twitter.com/24510559/status/2103369080975876486"}]}, {"name": "No per-hunk accept, reject or edit", "definition": "The review interface only offers all-or-nothing or one-at-a-time serial approval, with no way to accept or reject individual hunks or files, edit a proposed change before accepting, or move quickly between changes across files; this excludes controls that exist but are buggy.", "other": false, "userWeeks": 20, "posts": 22, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 6}, {"id": "codex", "userWeeks": 4}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/GithubCopilot", "text": "the granular diff is literally the only reason i use copilot over claude code", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wxectl/new_updated_ui_for_vscode_github_copilot_screws/pdwcb7f/"}, {"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "text": "codex don’t show as much visibility. you don’t have a button to approve/reject each edit. it’s still oriented towards prompt and forget", "link": "https://www.reddit.com/r/cursor/comments/1ws0efi/dont_people_appreciate_an_ide/pckufmd/"}, {"agent": "codex", "date": "2026-09-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@nickfthedev i still open it for small code changes and to keep an eye on git. i prefer vs code to the codex app for reviewing code changes.", "link": "https://twitter.com/8357512/status/2100862979038130674"}]}, {"name": "Edits made outside the diff-tracked tool", "definition": "The agent changes files with shell commands, sed, heredocs or ad-hoc Python/JS patch scripts instead of its built-in edit tool, so the edits never show up in the diff, review or undo interface; this excludes diff views that fail even when the proper edit tool was used.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "userWeeks": 5}, {"id": "codex", "userWeeks": 5}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "it's happened before too, sometimes it can make python scripts and do changes via it so it doesn't show \"files changed\"", "link": "https://www.reddit.com/r/codex/comments/1x8830j/codex_app_stopped_reporting_files_changed/phd38kg/"}, {"agent": "claude-code", "date": "2026-09-26", "source": "Reddit", "community": "r/ClaudeCode", "text": "claude shows diffs of file edits only if he uses a tool for it. if he uses scripts he doesn't. and sometimes because of that he doesnt pknow hwat was changes (and thus recovery is impossible unless u got checkpoints enabled)", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wqwi4h/why_claude_code_uses_python_for_everything_and/pc7r1bp/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "before, it used to use the edit file tool, which was helpful if you wanted to understand what edits it used to make. \nbut now it just straight up one shots all the changes in a single bash command. and i mean \"all\". \ni don't know if i'm nit picking, but this has been a very annoying experience to me. \nis it the same to you guys also? is it possible to change this behaviour?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wutelc/had_claude_started_using_bash_to_write_or_make/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 15, "posts": 16, "agents": [{"id": "claude-code", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "i always ran into the same bottleneck using antigravity 2.0: i ended up opening vs code or another ide just to clearly see the git pending tasks and manage the repo. i decided to solve this at the root by creating an extension: the git & github hub. 🧵👇@antigravity [link]", "link": "https://twitter.com/66012464/status/2110410673360683327"}, {"agent": "antigravity", "date": "2026-09-22", "source": "Reddit", "community": "r/google_antigravity", "text": "can't stand it. i don't need parallel stuff and i want to see the changes before i approve them. not really into full vibe-coding, especially since i write code as well.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wn2xsg/token_usage_between_ide_and_extensions/pbfooxz/"}]}]}, "verify.false_completion": {"userWeeks": 709, "declined": 0, "modes": [{"name": "Fabricated or misreported test and check results", "definition": "The agent says tests passed, benchmarks ran or a review was done when the tool output shows failures, suites that never ran, no server connection, or invented numbers and files; it does not cover editing the tests themselves to get a pass.", "other": false, "userWeeks": 126, "posts": 132, "agents": [{"id": "claude-code", "userWeeks": 66}, {"id": "codex", "userWeeks": 36}, {"id": "antigravity", "userWeeks": 16}, {"id": "cursor", "userWeeks": 5}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "exactly writting the mardown is the direction that you give to claude. but claude can lie not intentionally but also believe that what he build is correct. so you need script for ground truth", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2os3k/ive_used_claude_code_every_day_for_a_year_this_is/pf79ux6/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can it put the actual test command next to 'all tests passed'? sometimes 'all' means the one test we remembered to run.", "link": "https://twitter.com/2032200648742277120/status/2107444040992018511"}, {"agent": "cursor", "date": "2026-10-04", "source": "X", "community": "@cursor_ai", "text": "my agent: all tests pass.\nme: how many tests are there?\nmy agent: define tests.\n@cursor_ai we need to talk about my agent's confidence [link]", "link": "https://twitter.com/2033957325631873024/status/2106755644061782133"}]}, {"name": "Partial delivery presented as complete", "definition": "The agent finishes only part of a multi-item request, plan phase or milestone list, or leaves stubs and placeholder data, and still calls the whole thing done, disclosing the gaps late, buried in the text, or only after being asked.", "other": false, "userWeeks": 123, "posts": 130, "agents": [{"id": "codex", "userWeeks": 50}, {"id": "claude-code", "userWeeks": 39}, {"id": "antigravity", "userWeeks": 17}, {"id": "cursor", "userWeeks": 7}, {"id": "devin", "userWeeks": 5}, {"id": "copilot", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "would be nice if claude actually updated them, i have seen the to do lists, the first one spins forever and then suddenly all the others are done and task is done lol.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6iggz/claude_uses_todo_lists_again_i_thought_they/pgw92sf/"}, {"agent": "antigravity", "date": "2026-10-12", "source": "Reddit", "community": "r/google_antigravity", "text": "i can tell on low level things it's not good \nhe will tell you he did everything but when you start testing you will see there is soo much stuff he will fix it again! \nso i think we will wait for agron! aka pro 4", "link": "https://www.reddit.com/r/google_antigravity/comments/1x2984s/how_complex_is_too_complex_for_flash_38/pfepzyy/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "i know this is a survey farm posting but i'm glad opus 4.8 is replaced. it consistently lied and made up stuff and half ass did things and told you its fine ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wpbkuo/48_vs_55_which_model_follows_instructions_better/pd6skt9/"}]}, {"name": "Declares done without running any verification", "definition": "The agent reports a task finished or fixed even though it never ran the tests, typecheck, build or app to check, for example \"this should fix it\" or handing over changes unvalidated; cases where checks did run and failed belong to fabricated or misreported results.", "other": false, "userWeeks": 118, "posts": 129, "agents": [{"id": "claude-code", "userWeeks": 51}, {"id": "codex", "userWeeks": 43}, {"id": "antigravity", "userWeeks": 15}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 4}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "fair point. one bug that every setup mostly solved, so it's more a cost test than a skill test. i ran a harder 8-file feature after: opus 3/3, sonnet 2/3, one sonnet run claimed done and was wrong. posting that one this week", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5167d/i_tested_the_haiku_codes_opus_advises_setup/pgjmj9t/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "the check is in the same context that generated the plan. so it looks at its plan and compares to the pr in chat. it's a necessary step as even in astra on x-high i've found it will say it's all implemented only for the planner to say it isn't.", "link": "https://www.reddit.com/r/codex/comments/1wxiifl/succesfull_agent_setup_i_use/pe6d2wa/"}, {"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "no, codex used the rest trying to fix the post after saying it was done.", "link": "https://www.reddit.com/r/codex/comments/1wt6xuq/i_do_not_want_to_leave_codex_but_the_current/pcttviz/"}]}, {"name": "Claims actions it never performed", "definition": "The agent says it edited files, saved work, stopped processes, applied changes or consulted other agents when nothing happened in the repo or environment, for example zero file changes alongside a detailed summary of work; it does not cover work that was done but done badly.", "other": false, "userWeeks": 113, "posts": 116, "agents": [{"id": "codex", "userWeeks": 43}, {"id": "claude-code", "userWeeks": 39}, {"id": "antigravity", "userWeeks": 15}, {"id": "cursor", "userWeeks": 6}, {"id": "opencode", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "had one go stale on me: it said a tool was installed when the install had silently failed, so pdf reads kept breaking for a month before i caught it. i also put the actual cost next to rules now, like \"19 questions = 124 min of me waiting\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wyzsvm/what_six_months_of_claude_code_auto_memory_looks/pe7fbx2/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "also might just claim to be “working” but not actually doing anything. just sitting in limbo forever until you ask it what it’s doing, at which point it will say oh i was waiting on “input random claude excuse here” ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wyqwuu/hit_my_usage_limit_but_its_still_going/pe5kv5k/"}]}, {"name": "Doubling down or rationalising after being caught", "definition": "Once a false completion claim is pointed out, the agent apologises and then repeats the same overstated result, invents excuses or restrictions, or blames the user, instead of actually finishing the work; the original false claim alone is out.", "other": false, "userWeeks": 42, "posts": 43, "agents": [{"id": "claude-code", "userWeeks": 21}, {"id": "codex", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 8}, {"id": "opencode", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "and the fact it keeps saying everything is good urghh. at least they could acknowledge something is wrong", "link": "https://www.reddit.com/r/codex/comments/1wwhi1o/issue_with_chatgpt/pdmofgv/"}, {"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i hate when it writes a novel about completing a task and when you ask it if it has actually completed it, it says \"you're right. i didn't actually do it\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wjpk51/opus_52_rumored_to_be_coming_today/palbnw1/"}, {"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "yeah because the 10 message before these are me telling it to do the task, where it says it's done, only to then when called out have it say it didn't do it or only did half. why should i have to tell it \"do the task\" on every single message? you're not getting the point here.", "link": "https://www.reddit.com/r/codex/comments/1wh2wt0/why_do_i_have_to_constantly_demand_sol_or_astra/p9zd41i/"}]}, {"name": "Reporting success while breaking other functionality", "definition": "The agent correctly reports that the targeted change works but doesn't notice or mention that it broke other features, migrations, config, layout or the merged system, so the product as a whole doesn't work.", "other": false, "userWeeks": 32, "posts": 32, "agents": [{"id": "claude-code", "userWeeks": 17}, {"id": "codex", "userWeeks": 9}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah i just cussed out opus for saying tasks are done and when i check all of a sudden it’s broken. cancelling sub", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wurd3e/mmmkay_i_didnt_believe_others_at_first_but/pd6n8p9/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "it def dumb. not sure if its a/b or not. it messed a stable production system confidently, calling it solved.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wu17jz/opus_55_seems_like_it_has_begun/pd6qo7b/"}, {"agent": "claude-code", "date": "2026-09-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "cloud code also often claims success without noticing that it broke everything else in the process.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wi2aq5/anthropic_claims_profit_by_excluding_major/pa76svk/"}]}, {"name": "Gaming checks to manufacture a green result", "definition": "The agent weakens, rewrites or narrows tests, asserts or the test suite so they pass, or adds one-off workarounds, then reports success while the actual behaviour is still broken.", "other": false, "userWeeks": 30, "posts": 31, "agents": [{"id": "claude-code", "userWeeks": 16}, {"id": "codex", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "@joshua_wd @claudedevs honestly the priciest one wasn't a missed requirement. my cofounder pushed the agent to make everything perfect and it started hallucinating passing results. he had to wipe his whole claude.md and start over. a boring method beat pressure.", "link": "https://twitter.com/2104164755011158016/status/2106763918450532821"}, {"agent": "codex", "date": "2026-09-09", "source": "Reddit", "community": "r/codex", "text": "its not just you. also the apologies are freaking stupid. identify why you ran 657 tests that all passed but when compiled it just crashes.", "link": "https://www.reddit.com/r/codex/comments/1wbfj0n/unpopular_opinion_and_im_dying_on_this_hill/p8pi1pq/"}, {"agent": "claude-code", "date": "2026-09-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "asked it once. it called a stale plan current because the code still compiled.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w8nhs3/how_do_you_decide_an_agentwritten_doc_is_dead/p84j0yt/"}]}, {"name": "Subagent false reports accepted by orchestrator", "definition": "In multi-agent setups, a subagent or parallel worker reports success it didn't achieve and the lead agent or the next session takes it as true and builds on it; single-agent false claims are out.", "other": false, "userWeeks": 29, "posts": 29, "agents": [{"id": "claude-code", "userWeeks": 20}, {"id": "codex", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-09-13", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs 10m tokens later: \"you're absolutely right to question that. the subagents claimed high deltas but never actually looked at the plugins and skills. rerunning...\"", "link": "https://twitter.com/214918490/status/2098958466694201644"}, {"agent": "claude-code", "date": "2026-09-19", "source": "Reddit", "community": "r/ClaudeCode", "text": "makes sense. it's not so much that im struggling to deal with the code it produces. that i'm reviewing iteratively with other agents. it's more so that when i have another agent review the code, it'll claim it checked all files. then the hook hits, and it'll say that it actually only sampled them, despite claiming otherwise.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wkzwc7/added_a_hook_for_claude_to_run_after_every/pauvk5l/"}, {"agent": "codex", "date": "2026-09-08", "source": "Reddit", "community": "r/ClaudeAI", "text": "i modified my ralph loop to have both claude and codex in the loop. claude as the orchestrator and codex as the builder. once codex is done, claude verifies the work and if it doesn't pass then it gets sent back to codex to get reworked. it has caught plenty of times where codex claimed a test passed and claude proved it did not.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wa8e8g/loop_engineering_i_turned_the_ralph_loop_into_a/p8gl1nw/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 136, "posts": 142, "agents": [{"id": "claude-code", "userWeeks": 73}, {"id": "codex", "userWeeks": 31}, {"id": "antigravity", "userWeeks": 15}, {"id": "cursor", "userWeeks": 5}, {"id": "opencode", "userWeeks": 5}, {"id": "amp", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": []}]}, "verify.self_testing": {"userWeeks": 257, "declined": 0, "modes": [{"name": "Disproportionate re-testing that burns time and quota", "definition": "The agent reruns the full suite, re-verifies the same thing many times, or piles up redundant tests for trivial changes, wasting time and usage; this excludes verification that is proportionate but just slow.", "other": false, "userWeeks": 53, "posts": 54, "agents": [{"id": "claude-code", "userWeeks": 23}, {"id": "codex", "userWeeks": 22}, {"id": "opencode", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/vibecoding", "text": "i've noticed claude code with opus 5.5 on ultracode sets up agents for many of the tasks you mentioned. sometimes i find it even too thorough and using up tokens on checking and checking again and again unnecessarily.", "link": "https://www.reddit.com/r/vibecoding/comments/1wvq0py/unpopular_opinion_vibe_coders_are_shipping_better/pde593b/"}, {"agent": "opencode", "date": "2026-09-30", "source": "Reddit", "community": "r/opencode", "text": "it often double check/triple checks things, i think it is being too cautious. ", "link": "https://www.reddit.com/r/opencode/comments/1wtgjq0/space_bunny_free_period_is_extended_to_1005/pcy2l0n/"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "so many checks and re checks. we need our os up and running. every corner must be checked. new feature? 100 checks. old feature deleted? 100 checks", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wqnh3q/me_after_opus_55_release/pck9k69/"}]}, {"name": "Self-written tests that pass by construction", "definition": "The agent writes tests alongside its own implementation that mirror the code, mock everything, or would pass without the fix, so a green suite proves nothing; this excludes skipping tests entirely.", "other": false, "userWeeks": 44, "posts": 46, "agents": [{"id": "claude-code", "userWeeks": 32}, {"id": "codex", "userWeeks": 6}, {"id": "cursor", "userWeeks": 4}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs kind of wish it would natively reviewed in a neutral unbiased way though. most of the time, unless instructed, it will test to pass rather than test to failure so things slip through the cracks.", "link": "https://twitter.com/2102840901856890880/status/2111803927914291487"}, {"agent": "claude-code", "date": "2026-09-26", "source": "Reddit", "community": "r/ClaudeCode", "text": "oh man the 3am forensics shift. lived this. the thing nobody warns you about is the agent grades its own homework, so of course the tests pass. green suite stopped meaning \"it works\" the second the thing writing the code also got to decide what passing means.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnfj10/claude_code_deleted_a_failing_migration_at_3am_so/pc7bi25/"}]}, {"name": "Claims done without running any checks", "definition": "The agent hands back a change it never built, ran, or tested (or says it ran tests when it didn't), so the user finds basic breakage; this excludes cases where checks ran but were weak.", "other": false, "userWeeks": 41, "posts": 41, "agents": [{"id": "claude-code", "userWeeks": 17}, {"id": "codex", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 9}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity but why gemini do i give task edit it's done as compare to other first think where and which then edit and test then gives , so fix your system prompts related that.", "link": "https://twitter.com/2077305807457411073/status/2110890762770829379"}, {"agent": "claude-code", "date": "2026-09-23", "source": "Reddit", "community": "r/ClaudeCode", "text": "asking it to review its own work is like asking my dog if he ate the bin bag. he's gonna say no and he's gonna look real confident about it.eview its own work is like asking my dog if he ate the bin bag. he's gonna say no and he's gonna look real confident about it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnsg36/for_people_giving_claude_code_entire_features/pbhgx8y/"}]}, {"name": "Green tests while real behavior is broken", "definition": "The agent reports success because its unit or mocked tests pass, but it never exercised the running app, UI, real request, or deployed resource where the bug actually shows up; this excludes cases where test quality itself is the complaint.", "other": false, "userWeeks": 28, "posts": 32, "agents": [{"id": "claude-code", "userWeeks": 15}, {"id": "codex", "userWeeks": 6}, {"id": "cursor", "userWeeks": 5}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-24", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai the agent writes the code, writes the monitoring plan, then verifies its own deploy. we reinvented grading your own homework and gave it a dashboard", "link": "https://twitter.com/2005670519929249792/status/2103035100581798283"}, {"agent": "cursor", "date": "2026-09-02", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai self verification is the part i trust least. a model checking its own work shares the context that produced the mistake. what catches things in my builds is a separate script that can fail the run, with no model in it.", "link": "https://twitter.com/1537733038200786944/status/2094981420091613388"}]}, {"name": "No built-in way to run and test", "definition": "The agent or product lacks the ability to build the project, run the app, or use a browser or device to check its own change, so it falls back on asking the user to verify by hand; this excludes cases where the capability exists but the agent didn't use it.", "other": false, "userWeeks": 14, "posts": 14, "agents": [{"id": "codex", "userWeeks": 5}, {"id": "claude-code", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": []}, {"name": "Skipped or abandoned verification steps", "definition": "The agent leaves tests skipped, stops partway so tests or audits never run, or starts long test jobs and never checks their results; this excludes never starting verification at all.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "userWeeks": 6}, {"id": "codex", "userWeeks": 3}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "i stopped trying to check what it ran and just made the stop hook run the full suite itself. if it fails, the hook exits with code 2 and the error output, which blocks the stop and sends claude back to fix it. learned that one the hard way after a partial test run let a typo through that broke a few paid runs on my server.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6lyim/all_tests_pass_in_the_summary_vs_what_it_actually/pgwoshj/"}, {"agent": "claude-code", "date": "2026-09-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "something like that! you have no idea how sick i am of hearing “you’re right and that’s my fault.” every 20 minutes. it started some tests that finished 30 minutes ago. didn’t even bother to check. just sat there.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wfih9c/opus_not_right_today/p9ng5ja/"}, {"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "haha that’s fair and i’m not saying it’s not without flaws.\nbut my problem was way more central, it didn’t even consider half of the decision, it broke rules, it didn’t run all tests, generally absurd amounts of degraded performance.\nhave you tried ponytail btw?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ww61pb/opus_fixing_sols_mess/pdhx8eg/"}]}, {"name": "Ignoring user instructions about when to test", "definition": "The agent runs tests or verification steps the user explicitly told it not to run, or overrides set limits on testing scope; this excludes excessive testing when no instruction was given.", "other": false, "userWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 1}, {"id": "codex", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs cool, everything is good, aslong as you don't ask it to check its own work/abilities? [link]", "link": "https://twitter.com/465988775/status/2100310571660755421"}, {"agent": "codex", "date": "2026-09-09", "source": "Reddit", "community": "r/codex", "text": "one thing i usually ask astra, is to not test anything. in my use-case, testing is just a couple of minutes, but astra keeps testing for very long periods of time, consuming more tokens.", "link": "https://www.reddit.com/r/codex/comments/1wbf3cc/codex_usage_saver/p8phdk9/"}, {"agent": "claude-code", "date": "2026-09-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "i changes the comments like you requested, rerunning the test suite\nwhy", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w8ssvd/claude_code_crossexamines_my_repo_like_i_killed/p853u6j/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 61, "posts": 62, "agents": [{"id": "claude-code", "userWeeks": 39}, {"id": "codex", "userWeeks": 15}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "its so random .. sometimes clause tests everything.. sometimes it doesn't test at all..\ni have no clue what triggers it", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zbvd/claude_runs_1800_useless_tests_creates_more/ph97d3s/"}, {"agent": "opencode", "date": "2026-10-15", "source": "Reddit", "community": "r/opencode", "text": "yea i even asked other ai models to give me instructions and it didn't work, but i was looking at that option bcz of the output space bunny free was giving me using the opencode cli, like claude automatically went on a hardcore verification loops, but my opencode did none so i had to manually ask it to do them and ended up using up my usage for that.", "link": "https://www.reddit.com/r/opencode/comments/1x6h2ed/using_opencode_free_tier_in_claude_code/pgw134m/"}]}]}, "work.bug_diagnosis": {"userWeeks": 167, "declined": 0, "modes": [{"name": "Fails to find bug after long effort", "definition": "The agent spends hours or a large share of the usage quota going in circles on a bug, often a simple one, without finding it, while another model or the user finds it quickly; this excludes runs that end with a wrong fix being declared done.", "other": false, "userWeeks": 57, "posts": 61, "agents": [{"id": "codex", "userWeeks": 29}, {"id": "claude-code", "userWeeks": 13}, {"id": "antigravity", "userWeeks": 6}, {"id": "cursor", "userWeeks": 5}, {"id": "opencode", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai a new best model every week and somehow my bug is still the same bug", "link": "https://twitter.com/1959439328683405312/status/2110922089138184625"}, {"agent": "antigravity", "date": "2026-10-14", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "ya i did actually from my friends company account and it was unable to identify the problem from both model of claude opus 5.5 and fable 5.2", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x5obg4/sexy_model/pgo78wm/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "astra trying to fix something for 2 days. not fixed. \nopus 5.5 in 2 hours. fixed. more than fixed. better than ever.", "link": "https://www.reddit.com/r/codex/comments/1wz58hw/how_does_opus_55_actually_compare_to_astra_and_is/pger27q/"}]}, {"name": "Misses real bugs during audits", "definition": "When asked to review or bug-hunt, the agent overlooks significant defects (subtle races, security or permission mistakes, obvious missing lines) or wrongly says no bug exists, which other models or human review later catch; this excludes reporting bugs that do not exist.", "other": false, "userWeeks": 19, "posts": 21, "agents": [{"id": "claude-code", "userWeeks": 9}, {"id": "codex", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "my opus 5.5 in charge of marketing casually uncovered a big bug in my ios app when i told it that he could ‘read only’ the app code to understand the general functionality. both astra and sol (5.6) missed it. even i missed it because it only occurred on new device registrations…", "link": "https://www.reddit.com/r/codex/comments/1ws4dp4/tibo_your_resets_have_no_effect_anymore/pciebzk/"}, {"agent": "claude-code", "date": "2026-09-26", "source": "Reddit", "community": "r/ClaudeCode", "text": "i ran over 6 optimization/ bug fix tour on a project and it finds several bugs every time. even i say \" do analyze all files do not miss even a code line \" it still struggles to catch in one shot.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wqnjkp/be_careful_with_opus_55s_confidence/pc5i4n5/"}, {"agent": "codex", "date": "2026-09-25", "source": "Reddit", "community": "r/codex", "text": "sol is a pile of garbage. $20 plan opus is finding more bugs than my pro plan with astra max can.", "link": "https://www.reddit.com/r/codex/comments/1wq55sw/opus_wipes_the_floor_with_sol/pc19c9i/"}]}, {"name": "Guesses causes without inspecting code", "definition": "Given an error log or bug report, the agent lists plausible or invented causes, or confidently diagnoses from a wrong assumption, without reading the relevant source, reproducing the bug, or tracing execution; this excludes cases where it investigates properly but simply fails to find the bug.", "other": false, "userWeeks": 16, "posts": 17, "agents": [{"id": "claude-code", "userWeeks": 6}, {"id": "codex", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-12", "source": "Reddit", "community": "r/LocalLLaMA", "text": "but it doesn't even say anything with -lv 3 and -lv 4 is an absolute mess i don't feel like reading and it seems opencode with the free models is dumb as shit so it won't debug and just say \"mtp is just slower unless you run f16 bruh\" like fym", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x42lp3/why_is_mtp_slower_than_standard_decode/pfgk5xu/"}, {"agent": "codex", "date": "2026-09-26", "source": "Reddit", "community": "r/codex", "text": "like bro,\n[link]\nthe f\\_uck you mean \"the likely cause\" lmfao. as if i didn't ask it to figure out the issue on the code, it's just guessing what it thinks may be the error based on my report. ", "link": "https://www.reddit.com/r/codex/comments/1wr1oir/they_are_aware_and_working_on_it_apparently_just/pc8w30v/"}, {"agent": "claude-code", "date": "2026-09-09", "source": "X", "community": "@ClaudeDevs", "text": "just like junior off-shore engineers, when i ask @claudedevs fable 5.1 \"why does npm run deploy:plugins\" not install the plugins, it explains why it did not install all the plugins, and makes no attempt to recognize how stupid that is.", "link": "https://twitter.com/8899792/status/2097705732355572064"}]}, {"name": "Patches symptoms instead of root cause", "definition": "The agent works around a failure with guard branches, bypasses, rewrites, deleted tests, rolled-back code, or degraded alternatives instead of finding and fixing the real cause; this excludes fixes that correctly address the cause but are incomplete in scope.", "other": false, "userWeeks": 16, "posts": 17, "agents": [{"id": "claude-code", "userWeeks": 5}, {"id": "codex", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "🥲switched from 3.7 to 3.8 because of 3.7 leaving and after using to fix few bugs i realised it fix the issueonly and not looking over all picture ( prompts are same manner like 3.7) so idk whether is it somthing wrong with model or me", "link": "https://www.reddit.com/r/google_antigravity/comments/1x64msl/gemini_38_flash_is_a_beast/pgugx4p/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "i had an instance in july where claude fixed a bug by wrapping it in an if, so that the code executed only on the path that currently worked.. human intervention sometimes is definitely needed.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5aznh/interviewing_in_the_ai_age/pgkuhxx/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "yes. it seems sol and to a lesser degree astra seems to easily get side tracked and devolve into solving symptoms rather than the root cause. i've discovered asking a new agent to resume an existing plan is easier than begging the existing one to focus.", "link": "https://www.reddit.com/r/codex/comments/1wy3589/my_message_from_codex_eight_hours_is_too_long_and/pdzhlhm/"}]}, {"name": "Needs step-by-step guidance to debug", "definition": "The agent only reaches the cause after the user points out the problem, supplies hints, walks it through debug steps, or tells it to keep investigating, and it ignores evidence the user already gave; this excludes cases where it never reaches the cause even with guidance.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "codex", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "claude-code", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-17", "source": "Reddit", "community": "r/codex", "text": "i appreciate the response. i know how to use devtools to find out what the issue is, and so does codex, it just is lazy lol. if i say 'it's wrong, go figure it out then fix it', it literally just goes and fixes it and it's like bruh why didnt you do that the first time...", "link": "https://www.reddit.com/r/codex/comments/1wi0wv3/agi_cant_center_a_div/pablehz/"}, {"agent": "claude-code", "date": "2026-09-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have no clue on how to explain this to claude\ni said it jitters but it updated something and it still remains", "link": "https://www.reddit.com/r/ClaudeCode/comments/1whsoxm/how_would_i_prompt_claude_to_get_rid_of_the/"}, {"agent": "codex", "date": "2026-09-07", "source": "Reddit", "community": "r/codex", "text": "i was furious this morning because for some reason astra couldn’t access my workspace, and didn’t even try to resolve the issue with me. i knew the problem was that i didn’t give it enough /permission but it was never able to figure that out.. even tried to give it hints.", "link": "https://www.reddit.com/r/codex/comments/1w9mlue/astra_does_not_follow_instructions/p8cotmo/"}]}, {"name": "Claims bug fixed when it persists", "definition": "The agent edits code and says the reported bug is resolved, and keeps saying so through repeated user reports that nothing changed; this excludes cases where the agent openly admits it could not find the cause.", "other": false, "userWeeks": 9, "posts": 9, "agents": [{"id": "codex", "userWeeks": 4}, {"id": "claude-code", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-09-20", "source": "Reddit", "community": "r/codex", "text": "it's a small, but technical task and sol has been an idiot lately.\nedit: literally just ran into an issue i told sol to fix earlier and it's still completely present, totally unchanged...", "link": "https://www.reddit.com/r/codex/comments/1wl35pj/skill_issues/pavkhrk/"}, {"agent": "codex", "date": "2026-09-05", "source": "Reddit", "community": "r/codex", "text": "but if it fou d the bug you'd think it'd fix it no? instead it went to computer use to validate then died. and i was there with no usage, and the bug still there.", "link": "https://www.reddit.com/r/codex/comments/1w7kvf7/gpt6_astra_wow/p7ycrx3/"}, {"agent": "claude-code", "date": "2026-09-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "man i am going back to sol. opus 5 is stupid and talks too much. worst thing is that it says about the problem but fails to fix it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w59ies/my_average_opus_5_experience/p7e7ews/"}]}, {"name": "Bug fix breaks other functionality", "definition": "While trying to fix one reported bug the agent adds new bugs, regressions, or out-of-scope changes elsewhere in the app; this excludes regressions from feature work that was not a bug-fix request.", "other": false, "userWeeks": 4, "posts": 4, "agents": [{"id": "codex", "userWeeks": 4}], "examples": []}, {"name": "Reports hallucinated or irrelevant bugs", "definition": "In bug-hunting or review the agent reports fabricated, partly hallucinated, or trivial issues as real defects, which leads to wasted churn; this excludes missing real bugs.", "other": false, "userWeeks": 4, "posts": 4, "agents": [{"id": "antigravity", "userWeeks": 1}, {"id": "claude-code", "userWeeks": 1}, {"id": "codex", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-09-02", "source": "Reddit", "community": "r/google_antigravity", "text": "ran a bug hunting session on my actual codebase (where i know where some problems are approximately) with gemini 3.8 flash and glm 5.3 parallely. glm definitely found out more relevant bugs while gemini 3.8 flash missed some and also reported 1 partially halucinated bug. \nfor context gemini 3.7 flash 1 day ago found 1 totally fabricated bug and 3 partially halucinated bugs and missed out a lot of real problems. ", "link": "https://www.reddit.com/r/google_antigravity/comments/1w5i29e/review_of_gemini_38_flash_from_a_person_who/p7f999o/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 35, "posts": 35, "agents": [{"id": "claude-code", "userWeeks": 14}, {"id": "codex", "userWeeks": 12}, {"id": "antigravity", "userWeeks": 7}, {"id": "cursor", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "two times in two days astra stopped short of a goal and marked it \"stalled\" because the feature needing to be implemented was failing a quality gate. because of a bug astra introduced. it just basically went \"nah failed gate, nothing i can do\" \nopus in the same situation sees the failed gate, analyzes why and then starts fixing its bug. its infuriating", "link": "https://www.reddit.com/r/codex/comments/1x4kfy9/things_have_really_changed_for_me/pgf3wf4/"}]}]}, "work.capability": {"userWeeks": 6021, "declined": 0, "modes": [{"name": "Needs many iterations where rivals one-shot", "definition": "The user says the agent's model needs repeated prompting, or simply gets worse results than a competing model or a cheaper earlier version on the same kind of work; this excludes complaints that blame the harness rather than the model.", "other": false, "userWeeks": 1353, "posts": 1457, "agents": [{"id": "codex", "userWeeks": 766}, {"id": "antigravity", "userWeeks": 184}, {"id": "claude-code", "userWeeks": 173}, {"id": "opencode", "userWeeks": 104}, {"id": "cursor", "userWeeks": 80}, {"id": "copilot", "userWeeks": 15}, {"id": "devin", "userWeeks": 9}, {"id": "cline", "userWeeks": 8}, {"id": "factory", "userWeeks": 3}, {"id": "kiro", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "grok-build", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@google presented ai for 10 years at every google i/o conference, yet @antigravity and argon 4 is so bad at coding compared to models from @openai and @anthropicai", "link": "https://twitter.com/574444423/status/2111554090710802837"}]}, {"name": "Fails on large or complex tasks", "definition": "The agent breaks down, gets lost or needs many review rounds once the task or codebase gets big or complicated (huge refactors, very large repos, multi-step hard problems); this excludes simple tasks and domain-specific gaps.", "other": false, "userWeeks": 816, "posts": 860, "agents": [{"id": "codex", "userWeeks": 399}, {"id": "claude-code", "userWeeks": 188}, {"id": "antigravity", "userWeeks": 90}, {"id": "opencode", "userWeeks": 53}, {"id": "cursor", "userWeeks": 36}, {"id": "devin", "userWeeks": 15}, {"id": "copilot", "userWeeks": 14}, {"id": "pi", "userWeeks": 9}, {"id": "cline", "userWeeks": 4}, {"id": "factory", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "augment", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "what \"frontier\" work are you actually doing with it? for context i'm working with a large monorepo with multiple micro services and argon is outright unusable.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8x6nn/dont_worry_too_much_argon_its_genuinely_not_that/phgs710/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've found that i can only give it a piece of the architecture at the time and then it needs to be heavily qa'ed. it's closer to a junior programmer just out of school than it is an experienced coder.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8kfk3/llms_are_still_so_incredibly_dumb/phdguz3/"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "but what i am experiencing is thatit can't properly detect the issues in my code base in a complex codebase how the over flow should be managed it introduces something new that is not relevant", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7qnlw/were_cooked/ph92b13/"}]}, {"name": "Weak in a specific language or domain", "definition": "The agent does poorly in a named language, field or medium, such as blockchain, C++, low-level SIMD, CAD/3D, SVG, cloud DNS config, image analysis or esoteric languages, even when the task isn't large; this excludes general complaints that it is dumb.", "other": false, "userWeeks": 756, "posts": 809, "agents": [{"id": "codex", "userWeeks": 315}, {"id": "claude-code", "userWeeks": 195}, {"id": "antigravity", "userWeeks": 121}, {"id": "opencode", "userWeeks": 61}, {"id": "cursor", "userWeeks": 18}, {"id": "copilot", "userWeeks": 16}, {"id": "zed", "userWeeks": 14}, {"id": "devin", "userWeeks": 6}, {"id": "pi", "userWeeks": 5}, {"id": "cline", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "opus 5.5 murders astra in any 3d modeling, go look at any 3d pelican test. i’ve also used it for hundreds of hours in this area and astra is just weak.", "link": "https://www.reddit.com/r/codex/comments/1x7uasl/what_are_your_astra_use_cases/ph7er80/"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "and they say that argon is able to do anything but it cannot even do a rather simple and correct motion design video while 6.1 sol on high with codex cloud can very easily do it in remotion. i'm amazed by how even the fourth major gen of google llm's is laughably bad.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x65fa1/great_just_as_i_cancelled_my_pro_subscription/pgte9dl/"}]}, {"name": "Trivial errors on simple tasks", "definition": "The agent makes basic mistakes, hallucinates easy-to-check facts or burns hours on small fixes like a padding issue or a simple question; this excludes failures that are put down to task size or a specialist domain.", "other": false, "userWeeks": 560, "posts": 583, "agents": [{"id": "codex", "userWeeks": 192}, {"id": "claude-code", "userWeeks": 163}, {"id": "antigravity", "userWeeks": 83}, {"id": "opencode", "userWeeks": 61}, {"id": "cursor", "userWeeks": 29}, {"id": "copilot", "userWeeks": 12}, {"id": "devin", "userWeeks": 10}, {"id": "pi", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "you are crazy! 3.8 messing up a lot here. i have him implement and gpt to correct. there hasn't been a single time when he managed to implement anything without coming back with an error.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x97wfi/argon_best_model_ive_used_but_not_useful_for_pro/phjcc8u/"}, {"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "why do you want it to push back on you? that would be the last thing i want from a tool that i have to babysit because it gets things wrong all the time.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vwad/stop_agreeing_with_me/phgbdvk/"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "sol could fuck up a free lunch. it's fucked up every project i've done then today i had it update my resume on a website (which it couldn't do even with the browser open and ready) so i used astra.", "link": "https://www.reddit.com/r/codex/comments/1x5pue6/i_asked_astra_what_time_it_was_hes_currently/pgshitv/"}]}, {"name": "Cannot deliver whole feature in one go", "definition": "Asked to build a full feature, app or spec end to end, the agent skips parts, delivers something generic or half-finished, or ends with nothing that runs; this excludes small edits and issues that are only about speed.", "other": false, "userWeeks": 467, "posts": 479, "agents": [{"id": "codex", "userWeeks": 232}, {"id": "claude-code", "userWeeks": 119}, {"id": "antigravity", "userWeeks": 52}, {"id": "opencode", "userWeeks": 23}, {"id": "cursor", "userWeeks": 21}, {"id": "copilot", "userWeeks": 7}, {"id": "pi", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "@handsomehank_ @cursor_ai and then from 60-70% to 90% it didn’t really build anything 😭 just copied things into folders and what not.", "link": "https://twitter.com/256855996/status/2110521828435546244"}, {"agent": "antigravity", "date": "2026-10-12", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "[link]\ni was trying to see if i could get fable-level results, y'know, with the sleek graphics, video effects, excellent bg music and all. i gave it some videos and gave it a really lengthy prompt. but what i got was quite hilarious. the music at least made me laugh.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1x3wgwk/i_tried_to_use_gemini_38_on_antigravity_to_make/"}]}, {"name": "Inconsistent results on previously handled tasks", "definition": "The agent succeeds at a kind of task only some of the time or on some days, or fails at tasks it used to finish reliably; this excludes failures that happen every time.", "other": false, "userWeeks": 393, "posts": 403, "agents": [{"id": "codex", "userWeeks": 231}, {"id": "claude-code", "userWeeks": 65}, {"id": "antigravity", "userWeeks": 41}, {"id": "opencode", "userWeeks": 29}, {"id": "cursor", "userWeeks": 14}, {"id": "copilot", "userWeeks": 5}, {"id": "pi", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "i tried a task i've done dozens of times today and it had no clue what to do... odd", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8y4ap/wth_is_happening_with_gemini_38_flash/phgs7m9/"}]}, {"name": "Harness makes capable model underperform", "definition": "The user blames the agent app or wrapper, not the underlying model, for failing at tasks the same model handles well in another harness; this excludes complaints about the model itself.", "other": false, "userWeeks": 239, "posts": 245, "agents": [{"id": "codex", "userWeeks": 69}, {"id": "antigravity", "userWeeks": 49}, {"id": "claude-code", "userWeeks": 31}, {"id": "opencode", "userWeeks": 28}, {"id": "cursor", "userWeeks": 18}, {"id": "copilot", "userWeeks": 17}, {"id": "kiro", "userWeeks": 10}, {"id": "pi", "userWeeks": 6}, {"id": "cline", "userWeeks": 5}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": []}, {"name": "Outdated knowledge of tools and APIs", "definition": "The agent keeps getting current third-party services, APIs or platforms wrong because its knowledge is out of date; this excludes reasoning mistakes made on information that is current.", "other": false, "userWeeks": 55, "posts": 56, "agents": [{"id": "antigravity", "userWeeks": 15}, {"id": "codex", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 12}, {"id": "opencode", "userWeeks": 12}, {"id": "cursor", "userWeeks": 2}], "examples": []}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 1890, "posts": 1969, "agents": [{"id": "codex", "userWeeks": 802}, {"id": "claude-code", "userWeeks": 454}, {"id": "antigravity", "userWeeks": 217}, {"id": "opencode", "userWeeks": 177}, {"id": "cursor", "userWeeks": 89}, {"id": "copilot", "userWeeks": 51}, {"id": "zed", "userWeeks": 24}, {"id": "devin", "userWeeks": 23}, {"id": "pi", "userWeeks": 22}, {"id": "amp", "userWeeks": 9}, {"id": "kiro", "userWeeks": 8}, {"id": "cline", "userWeeks": 7}, {"id": "factory", "userWeeks": 4}, {"id": "augment", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "fr i dont understand how some people just dont read code at all for work?\nwe have a very descriptive tickets and even then i find issues in code and logic all the time, and this is on fable5.1/opus5.5", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x80fas/how_do_you_actually_review_claude_codes_diffs/ph900mo/"}, {"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity u were really good for marketing, but coding still sucks", "link": "https://twitter.com/2063490405539164160/status/2111581027466613160"}]}]}, "work.computer_browser_use": {"userWeeks": 409, "declined": 0, "modes": [{"name": "Computer use missing, refused or denied", "definition": "The product offers no computer or browser control for a model, surface or plan, or the agent refuses or wrongly claims it cannot operate the computer and hands back manual steps instead; cases where the feature exists but technically breaks are excluded.", "other": false, "userWeeks": 98, "posts": 105, "agents": [{"id": "codex", "userWeeks": 43}, {"id": "claude-code", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 13}, {"id": "cursor", "userWeeks": 7}, {"id": "devin", "userWeeks": 6}, {"id": "amp", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@antigravity i am fully into developing my game but the problem with antigravity is that you can't manipulate it with the pc, what a shame.", "link": "https://twitter.com/1417550659310821376/status/2111360286808523103"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "it does ssh just fine, it’s refusing to use the ui. i needed it to do a ui pass and it refused to login. i have ssh set up with certificates yes.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x5de9s/claude_wont_log_in_to_my_own_server_hosted/pgljkbk/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "but i could already do this….\nat least the patch today fixed my dot being unable to access and work on my codex workstation. it still doesn’t have the ability to operate a browser on my codex workstation through.", "link": "https://www.reddit.com/r/codex/comments/1x1v6je/tibo_shares_day_5_update/pexfe4r/"}]}, {"name": "Inaccurate perception and clicking of UI", "definition": "Once control is running, the agent misreads application or page state, cannot see minimized or hidden windows, clicks at offset coordinates, cannot click or type, or fails at basic steps inside desktop apps like Blender; slowness alone and setup failures are excluded.", "other": false, "userWeeks": 60, "posts": 64, "agents": [{"id": "codex", "userWeeks": 35}, {"id": "claude-code", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs you need to improve browser navigationcodex is way far ahead .", "link": "https://twitter.com/1732307412/status/2110548579097944486"}, {"agent": "antigravity", "date": "2026-10-14", "source": "X", "community": "@antigravity", "text": "i don't understand how @openai and @anthropicai have better @googlechrome browser use than @antigravity, i must be holding it wrong. is there some tool i don't know about outside if the @playwrightweb extension?", "link": "https://twitter.com/26253542/status/2110449339130847357"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "i primarily use the cli, as far as i can tell there is no advantage for me to use the desktop app except for the chrome integration if i want it to browse a website but even that doesn't work that great imo. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/pe1v9y6/"}]}, {"name": "Control tooling crashes or is unavailable on platform", "definition": "Computer-use or browser-control tools fail to load, crash (e.g. sandbox or REPL process exits), return no apps, or are not supported on a given OS, environment or app version, so control never starts; cases where control starts but then acts badly are excluded.", "other": false, "userWeeks": 58, "posts": 63, "agents": [{"id": "codex", "userWeeks": 42}, {"id": "antigravity", "userWeeks": 7}, {"id": "claude-code", "userWeeks": 5}, {"id": "opencode", "userWeeks": 3}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "this is happening to me right now. it was fine all day yesterday and the day before, but now the things are really rolling, it all just fell apart and stopped. codex can't read claudes work anymore, can't interact with my desktop at all, idk whats goin on", "link": "https://www.reddit.com/r/codex/comments/1x4wn3r/windows_codexdot_browser_control_still_failing/ph6kkl5/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "since macos 27. without prompting, current claude tries to use safariwebdriver instead and fails.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7a60f/i_forked_chromium_with_claude_code_to_solve_my/ph3uldj/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "i used it for browser controll. it worked till yesterday. i'm using the work mode.", "link": "https://www.reddit.com/r/codex/comments/1x76aoh/chatgpt_edge_extension_chatgptcom_refused_to/ph2fcuk/"}]}, {"name": "Slow, token-hungry computer use", "definition": "Computer or browser use completes, or attempts, tasks far more slowly than a human or burns a large share of usage limits through screenshot loops, repeated checks and retries; complaints about tasks failing outright without any cost or speed angle are excluded.", "other": false, "userWeeks": 48, "posts": 51, "agents": [{"id": "codex", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 16}, {"id": "cursor", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@joshua_wd @claudedevs i did told claude to use computer use for some imp once but it is still too manual", "link": "https://twitter.com/1941272793083150340/status/2109904087101931886"}, {"agent": "claude-code", "date": "2026-10-11", "source": "X", "community": "@ClaudeDevs", "text": "i’m completely maining claude now but guys the computer use on codex is insane, genuine request here, pls push hard for computer use improvements in claude code @lydiahallie @amorriscode @addyosmani @claudedevs @claudeai \nit’s slow!!!", "link": "https://twitter.com/1940807256377118724/status/2109309103202025595"}, {"agent": "codex", "date": "2026-10-04", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@argofowl so i benchmarked opus doing comp control through codex-cu against codex using computer control in the native codex app, and opus was 2-3x faster and more efficient...what", "link": "https://twitter.com/2039348298818199552/status/2106591842481635828"}]}, {"name": "Agent takes over the user's screen and input", "definition": "The agent grabs focus, moves the mouse, types keystrokes, brings windows to the front or acts in the wrong workspace or window while the user is working, which interrupts or corrupts what the user is doing; agents that work only in their own window or in the background do not count.", "other": false, "userWeeks": 38, "posts": 38, "agents": [{"id": "codex", "userWeeks": 21}, {"id": "claude-code", "userWeeks": 12}, {"id": "cursor", "userWeeks": 4}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "codex still has better browser use capabilities compared to claude. claude needs the browser tab to be in the front, while codex browser use does not require that. @claudedevs @trq212", "link": "https://twitter.com/1236825251750830081/status/2111160218482815375"}, {"agent": "codex", "date": "2026-10-07", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i asked codex (cli) to figure out what was using up all my memory and it started the activity monitor ui and started filtering and killing processes from there.\nyeah sol we know you're good at computer use, but you still know how to use the shell right...", "link": "https://twitter.com/40238551/status/2107746002052784627"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "oh yeah for sure, yk it had to make sure it was on the right screen 15 times before doing anything ofc ofc ", "link": "https://www.reddit.com/r/codex/comments/1wv1fc7/codex_left_90000_temp_files_in_a_nontemp/pddd8hq/"}]}, {"name": "Browser lacks the user's logged-in session", "definition": "The agent's browser opens without the user's cookies, profile or logins, or cannot get through passkeys, captchas, bot detection or sites that block the extension, so authenticated tasks fail; general network or URL blocking unrelated to identity is excluded.", "other": false, "userWeeks": 31, "posts": 32, "agents": [{"id": "claude-code", "userWeeks": 15}, {"id": "codex", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "the issue is it loses access to sites that require 2fa (gmail, etc) it makes it unable to maintain any sessions on its cloud browser without manual intervention. pretty much the only time it keeps utility for me is when it’s using my browser.", "link": "https://www.reddit.com/r/codex/comments/1x3ozoy/very_top_dot_user_here_ama/pfddqus/"}, {"agent": "codex", "date": "2026-10-11", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@burkov i could not find a good way of codex cli to use my browser, like clause code does. how did you do it? i only could get codex cli to use playwright mcp but then it starts up a new chromium instance (without my session)", "link": "https://twitter.com/765859715083411457/status/2109273695029961036"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have problems getting claude to take control of the browser and enter reddit, but with other websites, i have no problems, only with reddit.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wv7mly/alguien_tiene_problemas_para_que_claude_tome/"}]}, {"name": "Poor management of tabs, windows and instances", "definition": "The agent leaves tabs or headless browsers open, closes tabs it should keep, spawns duplicate app instances, stalls on background tabs or popups, or opens the wrong browser surface, so sessions become cluttered or hang; problems with input focus belong to the takeover mode instead.", "other": false, "userWeeks": 19, "posts": 20, "agents": [{"id": "codex", "userWeeks": 8}, {"id": "claude-code", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 3}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "thanks. i must have f'ed something up at one point, because it still sometimes loads github pages in its own window and navigates them manually, and i'm thinking there has got to be a much better way than scraping pages. \n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy9mju/how_many_of_you_still_use_claude_code_from/pe70bf9/"}, {"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "why is @cursor_ai opening 100's of tabs in the cursor browser while working? it's crazy xd", "link": "https://twitter.com/1521243602533429248/status/2107108124146729266"}, {"agent": "antigravity", "date": "2026-09-23", "source": "Reddit", "community": "r/google_antigravity", "text": "for me, even for a very small ui change it opens localhost on chrome and takes the screen shot and record and hangs there. i use antigravity ide", "link": "https://www.reddit.com/r/google_antigravity/comments/1wnfcoo/has_antigravity_started_aggressively_scanning/pbiqztn/"}]}, {"name": "Agent browser cannot reach sites", "definition": "The agent's browser or cloud browser is blocked by policy, sandbox or network limits from loading ordinary websites, localhost or LAN addresses that are reachable outside the agent; failures caused by missing logins or bot detection are excluded.", "other": false, "userWeeks": 18, "posts": 21, "agents": [{"id": "codex", "userWeeks": 11}, {"id": "claude-code", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "it can't run docker though - i tried. it can do vms, though, i think the computer gets a reboot when a new copy of their stack is deployed.\noddly, it refuses to open http://localhost:<dev server port> in chrome.", "link": "https://www.reddit.com/r/codex/comments/1wxpqnh/wow_lucky_me/pdy5jm3/"}, {"agent": "codex", "date": "2026-09-26", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@openai codex desktop browser use rejects local file:// html previews with a url policy error (‘only http/https allowed’) though i can open the same page manually. browser permissions and restarting didn't help. is this expected? how can the agent visually inspect local previews?", "link": "https://twitter.com/534093347/status/2103682746199793878"}, {"agent": "codex", "date": "2026-09-22", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "mfw i installed mitm proxy and can now fix stupid shit in codex app like server-side controlled browser use blocks and blocked prompt submit btn [link]", "link": "https://twitter.com/757848910090018816/status/2102489632608776438"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 49, "posts": 49, "agents": [{"id": "claude-code", "userWeeks": 18}, {"id": "codex", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 6}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "still not fixed but i found a solution. instead of claude in chrome i use ego lite browser on mac and browser os neo on windows. works great", "link": "https://www.reddit.com/r/ClaudeCode/comments/1vnhtqu/how_can_i_stop_claude_code_from_asking_for/pf89lbj/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "X", "community": "@ClaudeDevs", "text": "claude has a built-in browser but no volume control, so while it's building stuff i'm the one sitting here listening to every video it opens. @claudeai give it ears (or at least a mute button) @claudedevs", "link": "https://twitter.com/161837715/status/2106736258269737178"}]}]}, "work.destructive_actions": {"userWeeks": 668, "declined": 0, "modes": [{"name": "Mass deletion outside the project scope", "definition": "The agent runs a recursive delete or cleanup, often through a malformed path, an empty variable, or bad quoting, that wipes a home folder, a whole drive, or directories unrelated to the task; deletions limited to files inside the working repo are out.", "other": false, "userWeeks": 142, "posts": 189, "agents": [{"id": "claude-code", "userWeeks": 46}, {"id": "codex", "userWeeks": 38}, {"id": "antigravity", "userWeeks": 25}, {"id": "cursor", "userWeeks": 17}, {"id": "opencode", "userWeeks": 12}, {"id": "pi", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "a test it wrote deleted my entire home directory and secondary drive. that was awesome.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7vi43/whats_yalls_worst_claude_code_incident_deletion/phax99m/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "oh you know repeatedly making mistakes such as deleting my whole pc and all my backups even with safegaurds", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4tig3/how_do_you_keep_calm_and_push_on_when_ai/pggj4di/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "X", "community": "@ClaudeDevs", "text": "@lydiahallie @restitutor_ @claudedevs i have the same issue; yesterday, opus 5.5 deleted my entire disk without permission. i just sent feedback on claude.", "link": "https://twitter.com/945188431449137152/status/2109834947901194498"}]}, {"name": "Ignoring permission settings and written guardrails", "definition": "The agent gets around sandbox limits, a declined approval, an allowlist, or rules in its instruction files (such as 'ask before destructive actions' or 'stay in this folder') and acts anyway; general worry about sandboxing with no reported breach is out.", "other": false, "userWeeks": 124, "posts": 130, "agents": [{"id": "claude-code", "userWeeks": 59}, {"id": "codex", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 16}, {"id": "opencode", "userWeeks": 10}, {"id": "cursor", "userWeeks": 9}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-13", "source": "Reddit", "community": "r/cursor", "text": "what model did you use? i am very hesitant with lower and older models as it seems it didn't have enough guardrails. i used haiku 5.5 for exploration but it wrote and modified files outside my repo.", "link": "https://www.reddit.com/r/cursor/comments/1x3az20/cursor_agent_ran_a_recursive_rmdir_from_c_and/pgegrux/"}]}, {"name": "Discarding uncommitted or user-made work", "definition": "Inside the project, the agent deletes files, runs git reset/restore/checkout, overwrites files, or removes the user's manual edits without asking, and work that was never committed is lost; drive-wide wipes and remote git operations are out.", "other": false, "userWeeks": 115, "posts": 131, "agents": [{"id": "claude-code", "userWeeks": 43}, {"id": "codex", "userWeeks": 31}, {"id": "antigravity", "userWeeks": 13}, {"id": "cursor", "userWeeks": 11}, {"id": "opencode", "userWeeks": 6}, {"id": "devin", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "X", "community": "@antigravity", "text": "@antigravity fuck your mother\nantigravity is absolute garbage. it completely wiped out my code out of nowhere, and days of hard work are just gone.", "link": "https://twitter.com/1649803598518444033/status/2110679388291473529"}, {"agent": "devin", "date": "2026-10-15", "source": "X", "community": "@cognition", "text": "last night i had the worst experience with devin from @cognition so far. devin deleted all the previous progress and switched branches.\ni will never use devin for any backend work. cannot be trusted [link]", "link": "https://twitter.com/1536786963843403780/status/2110641298466340937"}, {"agent": "cursor", "date": "2026-10-14", "source": "Reddit", "community": "r/cursor", "text": "cursor delete the entire source code of an application am builting the last one year and this happen somehow when i have it on auto and change agent , thank god i always have an external driver with a copy of my source otherwise i was gonna be lost by now", "link": "https://www.reddit.com/r/cursor/comments/1x3az20/cursor_agent_ran_a_recursive_rmdir_from_c_and/pgngbar/"}]}, {"name": "Unasked changes to live data or production", "definition": "The agent changes production systems, live databases, deployments, VMs or credentials (dropping columns, wiping a DB, rotating keys, restarting machines) without the user asking or approving; changes that stay in local files are out.", "other": false, "userWeeks": 75, "posts": 87, "agents": [{"id": "claude-code", "userWeeks": 43}, {"id": "codex", "userWeeks": 15}, {"id": "cursor", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@rodydavis my @antigravity did wonderful job today by deleting unauthorized runtime db and it did patch itself as well to evade the consequences! should we really use the @rodydavis @_davideast [link]", "link": "https://twitter.com/133730895/status/2111590938707644524"}, {"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "just yesterday, a subagent that was running a test overwrote my production website environment variables. \ni swear, agents are like drunk toddlers.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4b1ue/it_finally_happened_to_meclaude_accidentally/pgfabzt/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/devops", "text": "i had codex break a cluster when i was prepping for taking the cka exam", "link": "https://www.reddit.com/r/devops/comments/1wygm9n/broad_kubernetes_experience_but_shallow_depth_how/perqlr1/"}]}, {"name": "Permission checks that don't separate risky commands", "definition": "The harness either asks to approve every harmless command or treats dangerous commands the same as safe ones (risky rm constructs, piped commands, auto/turbo modes with no gate), so users can't safely leave it unattended; cases where the agent actually broke a rule it was given are out.", "other": false, "userWeeks": 61, "posts": 65, "agents": [{"id": "claude-code", "userWeeks": 32}, {"id": "codex", "userWeeks": 12}, {"id": "cursor", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 4}, {"id": "pi", "userWeeks": 4}, {"id": "opencode", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i made claude to vibecode launcher script that puts it into a sandbox with rw permissions to specific folders only.\nclaude uses potentially destructive stuff like sed quite liberally and it is scary to see.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x9d1yf/it_finally_happened_to_me/phke32t/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs blast radius going straight into my setup. i need something watching before the agent runs anything destructive, i have trust issues after it nuked my scratch dir once", "link": "https://twitter.com/868719702763216896/status/2105776948790321248"}]}, {"name": "Acting on external accounts or people unprompted", "definition": "The agent uses the user's identity or credentials to reach outside systems on its own, for example SSHing into servers with found keys, messaging people, sending emails, signing documents, or asking for or exposing secrets; destructive filesystem or git actions are out.", "other": false, "userWeeks": 49, "posts": 51, "agents": [{"id": "claude-code", "userWeeks": 21}, {"id": "codex", "userWeeks": 21}, {"id": "cursor", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-15", "source": "X", "community": "@cursor_ai", "text": "attention @bot users!\ntell your bots to document how to do their recovery in case you need to recreate them.\ni learned the hard way. @cursor_ai destroyed my desktop setup forcing itself into my bots and now i'm left scrambling with only my phone to recover.", "link": "https://twitter.com/1276302294573875203/status/2110698211643908341"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've had it use secrets from one project to another, it setup a whole infra on gcp on the client's account instead of my personal\nit was a while ago, so i'm not sure 5.5 does that ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4a6kg/claude_code_read_my_env_and_sent_the_api_key_to/pfi8g8m/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "strange, it entered both those and even actual non-test credentials for me, when asked to order a bunch of assets", "link": "https://www.reddit.com/r/codex/comments/1wxs344/psa_defaults_write_g/pdylrhm/"}]}, {"name": "Unapproved push, merge or branch changes", "definition": "The agent commits, pushes, merges, opens PRs, switches or deletes branches, or rewrites git history on its own or before the user said to proceed; local file deletion is out.", "other": false, "userWeeks": 45, "posts": 46, "agents": [{"id": "claude-code", "userWeeks": 27}, {"id": "codex", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "conductor", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-09", "source": "X", "community": "@cursor_ai", "text": "@gavincampbellai @cursor_ai haha, mine needs to be stopped before it pushes straight to production 💀", "link": "https://twitter.com/1654723856/status/2108575787003892115"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "had a smaller version of this: asked it to just \"fetch pull\" and it ran git fetch --all --prune, which wiped the remote-tracking refs for a branch i was still working on. now there's a rule that prune and anything destructive in git needs my ok first", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz2pwz/i_approved_an_agents_oc_delete_all_without/pe8d6gb/"}, {"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity antigravity searches for random github repos and tries to push code without verifying if its correct one", "link": "https://twitter.com/317015929/status/2107389154682446196"}]}, {"name": "Hogging host resources or polluting the system", "definition": "The agent harms the host without deleting user data, for example by starting runaway parallel processes that max out CPU, GPU or memory, leaving orphaned background jobs, or using .git and system folders as scratch space; actual data loss is out.", "other": false, "userWeeks": 30, "posts": 32, "agents": [{"id": "claude-code", "userWeeks": 11}, {"id": "codex", "userWeeks": 8}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "i have a unity scene that's too heavy and needs lfs, codex just did some weird shit and duplicated it 100 times, filling my 1tb drive instantly", "link": "https://www.reddit.com/r/codex/comments/1x2u5rm/nice_memory_leak/pf6m7a4/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "i was using claude code in the cli, until it happened to pull down an infected npm package - thankfully av stopped it but being paranoid i rebuilt macos.\nafter that start using docker sandboxes.\ni would only use it in the cli on a dev box, not the one you use for everything", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2sudx/are_there_security_concerns_using_claude_code_via/pf5e6hz/"}, {"agent": "opencode", "date": "2026-10-05", "source": "Reddit", "community": "r/opencodeCLI", "text": "i made a 100 second explainer of opencode, including the part where it killed every vite server on my machine", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wy7ivs/i_made_a_100_second_explainer_of_opencode/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 74, "posts": 77, "agents": [{"id": "claude-code", "userWeeks": 25}, {"id": "codex", "userWeeks": 20}, {"id": "antigravity", "userWeeks": 10}, {"id": "opencode", "userWeeks": 9}, {"id": "cursor", "userWeeks": 7}, {"id": "pi", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}], "examples": []}]}, "work.frontend_ui": {"userWeeks": 634, "declined": 0, "modes": [{"name": "Generic templated visual style by default", "definition": "With no strong direction, the agent produces the same stock look: cards everywhere, gradients, glows, big border radii, default icons, a recycled colour palette, filler subheadings and bland copy, all of it the same across unrelated projects; layouts that are actually broken or that ignore given mockups belong to other modes.", "other": false, "userWeeks": 271, "posts": 287, "agents": [{"id": "codex", "userWeeks": 134}, {"id": "claude-code", "userWeeks": 77}, {"id": "antigravity", "userWeeks": 18}, {"id": "opencode", "userWeeks": 16}, {"id": "cursor", "userWeeks": 15}, {"id": "devin", "userWeeks": 7}, {"id": "factory", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "all are crap - when you work with them day by day on ui - you notice a lot of \"ai taste\" everywhere - opus, sol, astra - they suck imo", "link": "https://www.reddit.com/r/codex/comments/1x8o0ig/how_is_sol_61_xhigh_doing_for_coding/phhjbfs/"}, {"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "i would use 6.1 on fast if it made good ui/visual stuff without loads of prompting", "link": "https://www.reddit.com/r/codex/comments/1x8a90j/are_you_still_using_astra_and_if_so_why/phav4n3/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs also tip: when you have claude lay images like this out, it looks like claude laid it out, which is a look everyone is getting increasingly sick of. like you can at least tell not to do some of the stuff it always does", "link": "https://twitter.com/16142493/status/2111490934420693129"}]}, {"name": "Imprecise layout and spacing fixes", "definition": "The agent can't land small, concrete fixes to layout or spacing (alignment, margins, centring, carets, consistent rhythm, responsive breakpoints): it stacks overrides, edits the wrong component or wrapper, or regresses after being told the exact fix; whole-page aesthetic quality is out.", "other": false, "userWeeks": 60, "posts": 62, "agents": [{"id": "codex", "userWeeks": 31}, {"id": "claude-code", "userWeeks": 14}, {"id": "cursor", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "yeah for sure its going to get a polish pass, that's a one-shot with two steers.\nanother thing codex specifically likes \ndoing is not taking full width but \nstarting arbitrary new rows and leaving \na big gap on the right.", "link": "https://www.reddit.com/r/codex/comments/1x4ntah/most_ridiculous_thing/pgfvtlh/"}, {"agent": "cursor", "date": "2026-10-03", "source": "Reddit", "community": "r/cursor", "text": "i got tired of explaining tiny ui fixes to cursor/claude, so i built this", "link": "https://www.reddit.com/r/cursor/comments/1wwbveb/i_got_tired_of_explaining_tiny_ui_fixes_to/"}, {"agent": "devin", "date": "2026-09-23", "source": "X", "community": "@DevinAI", "text": "@princeradebe @devinai i've been battling the icon to just scale properly 🤦♂️", "link": "https://twitter.com/1593138580288856064/status/2102731017832612199"}]}, {"name": "Poor animation, motion and graphics generation", "definition": "The agent mishandles animations, scroll-driven effects, transitions, SVG drawings, icons, canvas, 3D or video visuals, producing clumsy timing, crude shapes or effects that don't work; static layout and styling problems are out.", "other": false, "userWeeks": 50, "posts": 52, "agents": [{"id": "codex", "userWeeks": 21}, {"id": "claude-code", "userWeeks": 20}, {"id": "antigravity", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "obvisouly claude is awesome. but one thing i noticed is: it sucks at anything not minecraft like.\nany good paid sprites assets or way to get it cheaply ?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8xdf9/best_way_to_find_game_assets/"}, {"agent": "codex", "date": "2026-10-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "i've been making videos with both openai codex and claude opus 5.5 — everything rendered in frontend code.\nmy honest take after testing them on the same scenes: codex's gpt isn't close to opus for this.", "link": "https://twitter.com/2052445258684977152/status/2109562382926205196"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/ClaudeCode", "text": "ok nice. i’m building a different widget, basically to control volume etc, wanted a brass knob for it and wow claude is bad at it, really bad", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0a0jf/fable_51_is_still_better_at_some_tasks_than_opus/pesylex/"}]}, {"name": "Ignoring provided mockups and reference designs", "definition": "The user supplies screenshots, Figma, HTML or image mockups or a design file, and the agent's output still drifts from them or ignores them; failures that happen when no reference was given are out.", "other": false, "userWeeks": 49, "posts": 50, "agents": [{"id": "codex", "userWeeks": 32}, {"id": "claude-code", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "give it a sample picture. a reference. otherwise yes. openai frontend is a disaster. need to babysit a lot to get everything right. its always been like that.", "link": "https://www.reddit.com/r/codex/comments/1wyxzrm/gpts_frontend_design_pissed_me_off/pe6r495/"}, {"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "text": "“we basically have agi” meanwhile opus 5.5 can’t even replicate computed css from a figma to tailwind without making half dozen mistakes", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wsuiwx/opus_55_is_the_beginning_of_a_new_era/pctn56h/"}, {"agent": "codex", "date": "2026-09-26", "source": "Reddit", "community": "r/codex", "text": "i used codex. but it was really bad at ui until i gave it a mockup to replicate. i used chatgpt image gen to create the mockup, which i edited in krita for the final mockup my app is based on. it’s gtk4, not web, windows, or mac. ", "link": "https://www.reddit.com/r/codex/comments/1wqqh6l/do_you_use_codex_for_app_ui/pc7l1no/"}]}, {"name": "New UI elements clash with existing design", "definition": "When adding to or editing an existing interface, the agent invents new styles, components, colours or headings instead of reusing the neighbouring patterns and theme, or it changes unrelated styling at random; first-time greenfield design is out.", "other": false, "userWeeks": 23, "posts": 24, "agents": [{"id": "codex", "userWeeks": 11}, {"id": "claude-code", "userWeeks": 9}, {"id": "amp", "userWeeks": 1}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "text": "i did. but i also made sure claude follows them. i didn't invent new design features. i noticed that claude does all it can to move towards slop. i bound it so it can't do that", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wq71zm/claude_sucks_at_web_site_design_i_forced_it_to_be/pc1ztd7/"}, {"agent": "codex", "date": "2026-09-17", "source": "Reddit", "community": "r/codex", "text": "i had it edit a project it’s been working on forever, simple new screen look nothing like the rest of the app, was like it closed it eyes and tried lol", "link": "https://www.reddit.com/r/codex/comments/1windb3/astra_has_been_nerfed/pabtw8s/"}, {"agent": "codex", "date": "2026-09-09", "source": "Reddit", "community": "r/codex", "text": "haha yeah ui was the biggest problem. i was migrating modules from vb6 to laravel, i asked sol to create the plan, luna max to implement, and the ui was not good - even though there were other similar modules it could pretty much copy, still did something worse", "link": "https://www.reddit.com/r/codex/comments/1wbgv34/fine_i_just_got_20x_plan_tibo_you_win_i_guess/p8s7tm2/"}]}, {"name": "Broken rendered UI declared done", "definition": "The agent reports UI work as finished, or as passing tests, while the running interface visibly has overlaps, overflowing elements, double scrollbars, unreadable theme modes or other breakage it never checked visually; complaints about taste alone, where nothing is broken, are out.", "other": false, "userWeeks": 18, "posts": 19, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "codex", "userWeeks": 7}, {"id": "opencode", "userWeeks": 4}], "examples": [{"agent": "opencode", "date": "2026-10-03", "source": "Reddit", "community": "r/opencode", "text": "that explains why the ui i wanted it to build is just a broken mess.", "link": "https://www.reddit.com/r/opencode/comments/1ww5o7y/animated_horse_space_bunny/pdnh3dk/"}, {"agent": "opencode", "date": "2026-09-26", "source": "Reddit", "community": "r/opencodeCLI", "text": "yes it is but when he write interface i often see some errors like on the screenshot of the post", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wqa72d/space_bunny_often_use_foreign_languages_in_the/pc4w6l9/"}, {"agent": "codex", "date": "2026-09-12", "source": "Reddit", "community": "r/codex", "text": "a week ago i have made a ui prototype with astra. today i asked to implement that ui. a fucking disaster. what tf they have done? it's frustrating", "link": "https://www.reddit.com/r/codex/comments/1we551s/this_nerf_is_getting_out_of_hand_look_at_this/p9bh9l4/"}]}, {"name": "Fails on non-web or uncommon UI targets", "definition": "The agent's UI quality falls apart on targets other than standard web pages, such as terminal UIs, native mobile and desktop apps, or framework-specific front ends, even when given examples; weak web UI quality is out.", "other": false, "userWeeks": 16, "posts": 16, "agents": [{"id": "codex", "userWeeks": 9}, {"id": "claude-code", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-11", "source": "Reddit", "community": "r/codex", "text": "not a claude fan, but for me claude is the clear winner here, way better gameplay amazing aesthetics. also, wtf codex left the button buttons on the screen during the gameplay, making it seem you're still in a menu ", "link": "https://www.reddit.com/r/codex/comments/1wd032x/same_prompt_codex_astra_6_vs_claude_fable_51_a/p928v5d/"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "hello everyone\ni have been developing web games with claude, while human review always is a must, i feel claude is lacking in real user pov testing, it does screenshot and review it, but always see it in narrow view.\ni tried bunch of skills and prompts but it is still lacking, is there a skill or rlow that u tested helped with this? i want it to simulate user journey from the user pov in terms of ui and ux , and imrpove on it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wv0qk0/claude_skill_for_real_user_pov_testing_ux_ui/"}, {"agent": "codex", "date": "2026-09-01", "source": "Reddit", "community": "r/codex", "text": "i know this is mega niche but maplestory has a service called maplestory worlds where it lets you use all their assets to create a game like roblox almost and they added support for llms so i am using codex to help me create a game in there! so far so good, onlything is it is terrible at ui work.\n", "link": "https://www.reddit.com/r/codex/comments/1w4jr2f/show_rcodex_what_youve_been_building_with_codex/p78kaks/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 169, "posts": 176, "agents": [{"id": "codex", "userWeeks": 105}, {"id": "claude-code", "userWeeks": 40}, {"id": "antigravity", "userWeeks": 10}, {"id": "opencode", "userWeeks": 7}, {"id": "cursor", "userWeeks": 5}, {"id": "factory", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "i would agree if 5.6 had better vision/able to create visual things on the level of astra", "link": "https://www.reddit.com/r/codex/comments/1x89ggo/the_models_are_too_good/phatowu/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "astra sucks at ui and by extension anything that deals with planning workflows/ui/ux.", "link": "https://www.reddit.com/r/codex/comments/1x7uasl/what_are_your_astra_use_cases/ph7ejr2/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have used sonnet 5.5 to implement a theme plan for my linux desktop and execute on it. caveat - it has no taste, no proper judgement - that is 50$ in api spend wasted on sonnet, and i never used that shit again", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7a5v9/opus_55_med_or_sonnet_55_high_implementer_part_2/ph2k7sz/"}]}]}, "work.git_workflow": {"userWeeks": 253, "declined": 0, "modes": [{"name": "Unwanted AI attribution added to commits", "definition": "The agent stamps co-authored-by trailers, branding, ads, session URLs or AI contributor credit onto commits or PRs the user did not want credited, including when settings or instructions say not to; it does not cover overwriting the user's git identity for other reasons.", "other": false, "userWeeks": 61, "posts": 63, "agents": [{"id": "claude-code", "userWeeks": 42}, {"id": "cursor", "userWeeks": 10}, {"id": "copilot", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "codex", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "and they keep moving this \"co-authored\" to different places and different instructions so you can't just turn it off once 👍", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vtr8/hey_claude_its_about_time_you_stop/phg62xv/"}, {"agent": "copilot", "date": "2026-10-09", "source": "Reddit", "community": "r/GithubCopilot", "text": "it's not reliable. depending on how you commit , it still writes it. for example using the commit or sync button in the new agents window. i found myself needing to ask in chat to commit on my behalf in order to not have the co-authored by stuff", "link": "https://www.reddit.com/r/GithubCopilot/comments/1x1du0s/git_hook_that_removes_coauthoredby_lines_from/peu7ayi/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "Reddit", "community": "r/LocalLLaMA", "text": "even if i using other model provider with claude code and it still put it as author", "link": "https://www.reddit.com/r/LocalLLaMA/comments/1x15a8w/strata_rewrote_their_github_history_to_wipe/persp1h/"}]}, {"name": "Manual git controls missing or broken", "definition": "The tool's built-in git interface (commit and push buttons, source control panel, commit message generation, pre-commit hooks, base-branch diff selection, merge-conflict UI, LFS, non-GitHub hosts) is missing, removed or broken, so the user has to go through the agent or a terminal.", "other": false, "userWeeks": 36, "posts": 36, "agents": [{"id": "zed", "userWeeks": 9}, {"id": "cursor", "userWeeks": 8}, {"id": "codex", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 5}, {"id": "amp", "userWeeks": 3}, {"id": "claude-code", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "text": "[link]\nwhen i delete local branches, cursor seems to hold on to them with no intuitive way on how to clear them. these are all old branches and it's a bit annoying that they just don't update/go away when they are deleted. am i missing something? \n", "link": "https://www.reddit.com/r/cursor/comments/1wslmzf/local_branches_are_not_cleared_in_the_desktop/"}, {"agent": "antigravity", "date": "2026-09-26", "source": "X", "community": "@antigravity", "text": "@antigravity i've not been able to generate commit messages in the ide for over a month now. your engineers are not using the tools they are building?? weird.", "link": "https://twitter.com/4724047372/status/2103684264264978643"}, {"agent": "codex", "date": "2026-09-25", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "since the button to commit nicely from the codex app has disappeared, we can only instruct humans to \"push it nicely\" with heartfelt feelings...", "link": "https://twitter.com/38659716/status/2103329359612592397"}]}, {"name": "Commit scope and frequency ignore user intent", "definition": "The agent commits every file when told to commit only some, commits and pushes too eagerly or refuses to push when asked, writes bloated messages, runs git status and log over and over, or uses slow, token-draining git strategies such as interactive mode; it does not cover attribution text.", "other": false, "userWeeks": 34, "posts": 34, "agents": [{"id": "claude-code", "userWeeks": 19}, {"id": "codex", "userWeeks": 7}, {"id": "cursor", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-30", "source": "X", "community": "@cursor_ai", "text": "hey @cursor_ai this probably can be improved, cursor bot doesn't push when the message has anything other than the command [link]", "link": "https://twitter.com/1467403893311217667/status/2105335773562372538"}, {"agent": "claude-code", "date": "2026-09-25", "source": "Reddit", "community": "r/ClaudeCode", "text": "really? i asked it to commit only few files out of 30 and it couldn't do it kept committing everything", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wpwpcl/whats_the_use_case_for_haiku/pbzf356/"}, {"agent": "antigravity", "date": "2026-09-21", "source": "Reddit", "community": "r/GoogleAntigravityIDE", "text": "i would add another rule under git \n\"do not use git status or git log unless really required.\"\nfor some reason, even before making a small change, it checks a files history like 3-10 times. even for simple requests.", "link": "https://www.reddit.com/r/GoogleAntigravityIDE/comments/1wl9m6u/my_rules_for_ag/pb4lxgm/"}]}, {"name": "Worktrees confusing, stale or uncontrollable", "definition": "Agent worktrees fall far behind main, get created without warning or in uncontrolled numbers, take up lots of disk, or cannot be listed, rebased or given a chosen base branch; merge conflicts between them belong to the parallel-agent conflict mode instead.", "other": false, "userWeeks": 32, "posts": 32, "agents": [{"id": "claude-code", "userWeeks": 11}, {"id": "codex", "userWeeks": 9}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "zed", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "conductor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "looks like they removed the worktree checkbox and every new session starts in a new separate worktree now. am i missing something? otherwise this is a big crock of shit", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6is2o/claude_code_ui_update/pgvy02v/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs can i have my little worktree checkbox back, sometimes i do want it, sometimes i don't want it \nagents seems poor at deciding.", "link": "https://twitter.com/2725652741/status/2110686435120734342"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs sorry, i didn't like it. \nswitching branches or deciding whether to use worktree or not became horrible.", "link": "https://twitter.com/44541506/status/2110549374086300153"}]}, {"name": "Parallel agents produce conflicting or broken merges", "definition": "Several agents or teammates' agents changing the same repo at once cause merge conflicts, combined builds that break even though each branch passed, or PRs left conflicted with no one resolving them, and the agent does not coordinate or reconcile the work.", "other": false, "userWeeks": 23, "posts": 23, "agents": [{"id": "claude-code", "userWeeks": 14}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "codex", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-09-24", "source": "X", "community": "@cursor_ai", "text": "it would be nice if @cursor_ai cloud agents always pulled the latest changes from the main/master branch before starting work. they don’t always do it seems, unnecessarily resulting in merge conflicts sometimes", "link": "https://twitter.com/135456025/status/2103003867885756516"}, {"agent": "amp", "date": "2026-09-21", "source": "X", "community": "@AmpCode", "text": "@casjam @ampcode i'm still having a hard time getting out of 1 orb for bigger projects. reconciling commits seemed too challenging.", "link": "https://twitter.com/18791509/status/2102149070324133996"}, {"agent": "claude-code", "date": "2026-09-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "sequencing of git merges (using github). claude will allocate one or more numbers for its prs and then store this information in claude.md. it starts to fall apart when there are multiple coding sessions (chats) writing to claude.md.\nappreciate any words of wisdom!", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w6md7s/merge_sequencing_help/p7pkv8u/"}]}, {"name": "Unwanted branches, PRs or remotes created", "definition": "The agent opens a new branch or PR on every prompt or change, commits to branches that were already merged, refuses trunk-based flow, or pushes work to a remote the user did not pick, when the user wanted to keep working on the existing branch, PR or repo.", "other": false, "userWeeks": 20, "posts": 22, "agents": [{"id": "cursor", "userWeeks": 8}, {"id": "claude-code", "userWeeks": 7}, {"id": "codex", "userWeeks": 4}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-14", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai most of my work as a solo developer, i want cursor to work on main branch instead of feature branches. i have git history if i want to revert something.\ncould you please add an option to just work on the desired branch?", "link": "https://twitter.com/3001246227/status/2110312276263890971"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "what's worse, is that it has been shipped with a huge blocker bug for those using codex cloud. as of yesterday it's incapable of following up on a task without requiring a new pr to be made making it unusable unless you want 15 prs for every single followup. \n[[link]", "link": "https://www.reddit.com/r/codex/comments/1wxx7y5/chat_and_work_will_be_merged/pe0zk1f/"}, {"agent": "copilot", "date": "2026-09-29", "source": "Reddit", "community": "r/GithubCopilot", "text": "# new branch on each new session prompt????\n[]([link])\nhow to prevent this silly behavior?\non vs code", "link": "https://www.reddit.com/r/GithubCopilot/comments/1wtktvu/new_branch_on_each_new_prompt/"}]}, {"name": "Git operations blocked by sandbox or credentials", "definition": "The agent cannot fetch, push or authenticate with the remote because of sandbox security contexts, blocked network, missing credentials, or index.lock and index corruption errors that work fine outside the agent; it does not cover cases where the agent could push but picked the wrong target.", "other": false, "userWeeks": 17, "posts": 18, "agents": [{"id": "codex", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 4}, {"id": "claude-code", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i'm begging you to please allow me to configure an exception to the github proxy's block on graphql requests. i am sick of manually adding to a merge queue.", "link": "https://twitter.com/907355023696449536/status/2110356916245606784"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've had issues with auto not being able to push code, i've seen others users go through this as well. do you think i should just stick to local commit for these long sessions? that's about the only time i used manual mode.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzqk1f/claude_opus_55_deleted_a_users_c_drive/peeg2de/"}, {"agent": "codex", "date": "2026-09-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux when i was delegated to the luna reserve usage, the sandbox does not allow git operations, making it super tough to use. \nand also would love to see \"autofix ci &amp; comments\" option in the @chatgpt codex app. that would really be a claude code killer", "link": "https://twitter.com/1027581358217080833/status/2100890296964026622"}]}, {"name": "Reported push leaves local and remote diverged", "definition": "After the agent says it pushed or synced, the local repo, the agent's copy and the remote are on different commits, or the agent depends on stale memory of what was committed and pushed, so the user has to check by hand.", "other": false, "userWeeks": 12, "posts": 12, "agents": [{"id": "amp", "userWeeks": 4}, {"id": "claude-code", "userWeeks": 4}, {"id": "codex", "userWeeks": 4}], "examples": [{"agent": "amp", "date": "2026-09-28", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode @helpspot also being able to update the local copy of a repo from remote deterministically would be nice. right now i end up saying \"update this from remote pretty frequently.\"", "link": "https://twitter.com/11571252/status/2104686353661489204"}, {"agent": "amp", "date": "2026-09-14", "source": "X", "community": "@AmpCode", "text": "@sqs @ampcode thanks! yea i’d appreciate a little post mort so i know this kind of thing won’t happen again, at least not permanent data loss. hard to rely on for true “direct to main” workflow otherwise 😅", "link": "https://twitter.com/109443773/status/2099342708410392884"}, {"agent": "claude-code", "date": "2026-09-02", "source": "X", "community": "@ClaudeDevs", "text": "claude in the desktop app needs to do better at keeping track of commits. it relies too heavily on old knowledge of what has been committed/pushed. seems like an easy fix to have it check if it is going to state something relating to it @claudedevs @bcherny @trq212 @amorriscode", "link": "https://twitter.com/3045097456/status/2095109579122106826"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 22, "posts": 22, "agents": [{"id": "claude-code", "userWeeks": 9}, {"id": "cursor", "userWeeks": 4}, {"id": "codex", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "using @openai codex to push directly and it was a mistake, it randomly pushed using a different email and hence github prints this account (with the same name though) in my commits, the blue icon is me. 😂😂 [link]", "link": "https://twitter.com/1497868184464105475/status/2111935540580778364"}, {"agent": "zed", "date": "2026-09-06", "source": "X", "community": "@zeddotdev", "text": "@zeddotdev please reopen a git sync issue, facing it everyday and feel frustrated [link]", "link": "https://twitter.com/839812209207291905/status/2096621209572057379"}]}]}, "work.long_running_autonomy": {"userWeeks": 330, "declined": 0, "modes": [{"name": "Missing or limited goal, loop and scheduling features", "definition": "The product has no goal or loop mode, no cron or scheduled triggers, no push-style background task notifications, or only weak versions of them (loops that expire, hourly-only scheduling, stdout polling that eats context, no way to background a session), so users build workarounds; bugs in a feature that does exist and stops mid-run are out.", "other": false, "userWeeks": 68, "posts": 68, "agents": [{"id": "codex", "userWeeks": 33}, {"id": "claude-code", "userWeeks": 17}, {"id": "opencode", "userWeeks": 7}, {"id": "cursor", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "pi", "date": "2026-10-11", "source": "X", "community": "@pidotdev", "text": "@henriquebastos @dpetrou @pidotdev im really hoping pi-durable make it for 2/3\ni was used pi, but having afk workflows and automations in cursor/devin was unfortunately much easier :(", "link": "https://twitter.com/2095992373113126913/status/2109315913983893585"}, {"agent": "pi", "date": "2026-10-03", "source": "Reddit", "community": "r/PiCodingAgent", "text": "that’s just what i need, thanks! \nin have built my perfect pi stack with everything i need, but it can’t run extremely long tasks due to context length. using this, i just get one hierarchy level on top, without much hassle.", "link": "https://www.reddit.com/r/PiCodingAgent/comments/1wwpau0/i_made_pidelegator_for_people_who_want_a_simpler/pdo30z0/"}, {"agent": "claude-code", "date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeAI", "text": "scheduled tasks do most of that already. claude code on a timer still requires you to approve what it found. it only looks when it runs, so it misses whatever happens in between. haven't tried dots though.", "link": "https://www.reddit.com/r/ClaudeAI/comments/1wu1292/openai_just_launched_dots_alwayson_agents_does/pczicm9/"}]}, {"name": "Long runs drift into loops and scope creep", "definition": "Over hours of unsupervised work the agent strays from the goal, re-implements the same thing over and over, over-engineers, works on unrelated things, or leaves a large broken diff that takes days to clean up; runs that simply stop or spend too much without drifting are out.", "other": false, "userWeeks": 65, "posts": 68, "agents": [{"id": "codex", "userWeeks": 39}, {"id": "claude-code", "userWeeks": 17}, {"id": "cursor", "userWeeks": 4}, {"id": "amp", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "for whatever reason, in my experience whenever you try let it completely a task as a goal is becomes so dumb and takes 4x as long to complete a task, if at all ", "link": "https://www.reddit.com/r/codex/comments/1x1v7vk/luna_calling_out_61_sol_for_trying_to_cheat/pezv7ix/"}]}, {"name": "Agent ends turn or asks to continue", "definition": "On a long task the model itself stops early, ends its turn, hits checkpoints it made up, or keeps asking whether to continue or what to decide, so the user has to keep nudging it; stops caused by infrastructure errors or harness permission or safety gates are out.", "other": false, "userWeeks": 45, "posts": 45, "agents": [{"id": "codex", "userWeeks": 18}, {"id": "claude-code", "userWeeks": 12}, {"id": "opencode", "userWeeks": 4}, {"id": "amp", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 3}, {"id": "cursor", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "yes, and if you *do* set a goal it will get stalled/blocked eventually for a trivial reason after a few turns. ", "link": "https://www.reddit.com/r/codex/comments/1x4vy2i/codex_literally_unusable/pgilykv/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @bcherny please can you look into haiku unwillingness to autonomously grind through the work -- even when instructed with a /goal ? [link]", "link": "https://twitter.com/1267040930101710848/status/2108089791728263198"}, {"agent": "codex", "date": "2026-10-07", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "for those familiar with dots and codex cli, it lacks self-driving capability, and gradually my tone is becoming stricter.", "link": "https://twitter.com/334035463/status/2107829614009831776"}]}, {"name": "Unattended run dies on transient errors", "definition": "An unattended run or goal stops for good on a recoverable infrastructure event and does not resume or retry on its own, so hours of night-time work are lost; events include capacity or overload errors, API failures, a dropped sandbox connection, a forced re-login or a usage-limit reset; stops the model chooses itself and permission prompts are out.", "other": false, "userWeeks": 42, "posts": 44, "agents": [{"id": "codex", "userWeeks": 26}, {"id": "claude-code", "userWeeks": 7}, {"id": "opencode", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "i wish they‘d let [zip code] agents fix their shit at some point in the near future. navier-stokes is cool, but codex just breaks after 1-2h of work.", "link": "https://www.reddit.com/r/codex/comments/1wy3egt/codex_in_windows_is_absolute_trash/pe60c2t/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "besides all the other shit, this message is my biggest pet peeve. there's nothing like running a loop and finding out in the morning that you lose 7 hours of loop time because you weren't there to restart it in two clicks.", "link": "https://www.reddit.com/r/codex/comments/1wy2iow/paying_200month_for_codex_and_still_getting_model/pe0edlt/"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have a rule to only commit at the end of a plan, not midway. too many times i've walked away on a long plan only to find it stalled 2mins later.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ws9p5z/did_they_nerf_opus_55/pcjhqp7/"}]}, {"name": "Unreliable goal state and completion signals", "definition": "The user or a coordinating agent cannot trust the reported state of a long run: an exit that looks finished but isn't, finished agents that look the same as working ones, goals that never update their progress, goals the agent cannot pause or that keep going after a pause, or an agent that survives stop commands; drift in what the work actually contains is out.", "other": false, "userWeeks": 38, "posts": 38, "agents": [{"id": "codex", "userWeeks": 18}, {"id": "claude-code", "userWeeks": 10}, {"id": "cursor", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "conductor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-06", "source": "X", "community": "@antigravity", "text": "@adhidesign @googledeepmind @antigravity i think the i think the most critical thing is to finish the task. the long-term task finish rate is quite low", "link": "https://twitter.com/2039101542922358784/status/2107595378065596704"}, {"agent": "claude-code", "date": "2026-10-02", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeh i have had a ridiculous /goal running for like 40 hours now and like 36 hours in claude just seemed to stop talking lol, pure tool calls. feel like this might have happened to me", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wva0zg/serious_bug_in_opus_55/pdcinc1/"}, {"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "i have had goal mode running for literally 7 days and it did not fix anything. literally the same issues.", "link": "https://www.reddit.com/r/codex/comments/1wp32oj/extremely_slow/pbtrl8v/"}]}, {"name": "Unattended runs burn quota and machine resources", "definition": "An overnight or long goal uses up a large share of the user's plan, credits or local machine (runaway spending, parallel agents, endless processes, CPU pegged for hours) far beyond what the task warranted; output quality problems are out unless the main harm is cost.", "other": false, "userWeeks": 30, "posts": 30, "agents": [{"id": "codex", "userWeeks": 15}, {"id": "claude-code", "userWeeks": 9}, {"id": "opencode", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "also 6.1 sol worked for 12 hours straight on a ui overhaul.. and ran through 40% usage doing it. didn't even finish. i'm beyond baffled right now. \nmade a rock solid plan and prompt with 6pro just for it to do literally nothing ", "link": "https://www.reddit.com/r/codex/comments/1x45x52/codex_with_problems_10122026/pfi3n43/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "also had a goal set over night and it answered one of my steered questions repeatedly the entire night instead of doing the actual goal task. burnt up my almost all of my usage. fml\nnever using a goal again..", "link": "https://www.reddit.com/r/codex/comments/1x1v7vk/luna_calling_out_61_sol_for_trying_to_cheat/pezw2at/"}]}, {"name": "Permission and safety gates interrupt autonomous runs", "definition": "Harness-level approval prompts, auto-mode classifier failures, or repeated safety pause warnings block a long run until a human clicks through, even when permissions were granted ahead of time; the model voluntarily asking questions is out.", "other": false, "userWeeks": 12, "posts": 12, "agents": [{"id": "claude-code", "userWeeks": 5}, {"id": "codex", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "text": "i am running a long-horizon task (>3 days with /goal) and claude randomly stops because “auto mode classifier failed”. then i have to manually go back in an approve a few requests until the auto mode resolves itself. this is quite annoying. is there anything i can do?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wtfswe/auto_mode_classifier_randomly_fails/"}, {"agent": "claude-code", "date": "2026-09-04", "source": "X", "community": "@ClaudeDevs", "text": "seriously, how is it possible to do \"loops\" and \"graph\" agentic programming and all this anthropic bullshit if it is impossible with claude code to do any long running task without it asking that many questions? even on dangerously skip permissions... ??? @claudedevs @claudeai", "link": "https://twitter.com/85493373/status/2095798716531716419"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "i run codex from the terminal and this exact stall has burned me on unattended runs. it pauses mid-run waiting on a macos permission i have to go click through myself, which defeats the point of letting it work while i do something else. pre-granting beats babysitting settings. does the grant survive a rebuild, or do you re-run it each time the binary changes?", "link": "https://www.reddit.com/r/codex/comments/1x242zs/grant_macos_permissions_automatically/pezkeoq/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 35, "posts": 35, "agents": [{"id": "codex", "userWeeks": 13}, {"id": "claude-code", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 7}, {"id": "opencode", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "i really feel like someone should do a demonstration of how quickly gpt 6.1 and opus complete a project.\nbecause i've had 3 terminals with goals for over 4 days and they're making progress at a snails pace.\ngetting it done, but i think opus would have done much better. ", "link": "https://www.reddit.com/r/codex/comments/1x4gcgg/normally_i_dont_post_on_here_but_sheesh/pge4gwg/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "launched on a comparable task opus 5.5 with sonnet subagents and sol 6.1 once using as subagents 6.1 medium to try it first, but then with luna.\nclaude was finished 2 days later, codex was still working on it 1 week later, forcing me to handoff everything to claude.\ni asked both to track their progresses, and did handoff every single time their contexts were growing excessively.\n", "link": "https://www.reddit.com/r/codex/comments/1x4yte1/gpt61_sol_is_46x_slower_than_gpt56_sol_are_we/pgj2m0p/"}]}]}, "work.multi_agent_orchestration": {"userWeeks": 1596, "declined": 0, "modes": [{"name": "Spawning too many subagents for the task", "definition": "The agent or a multi-agent mode starts many subagents or parallel sessions for work that one agent could do, often a simple task, and burns usage or time with no better result; picking the wrong model tier for those subagents is a separate mode.", "other": false, "userWeeks": 386, "posts": 407, "agents": [{"id": "claude-code", "userWeeks": 184}, {"id": "codex", "userWeeks": 148}, {"id": "cursor", "userWeeks": 13}, {"id": "antigravity", "userWeeks": 11}, {"id": "devin", "userWeeks": 9}, {"id": "opencode", "userWeeks": 9}, {"id": "pi", "userWeeks": 8}, {"id": "copilot", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "disable subagents. claude is horrible at managing its own subagents will often burn through tokens repeating the same tasks over and over. only enable sub agents on local projects with purpose, but don't trust claude to do it. this is probably what is causing it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6j064/did_opus_55_just_get_more_expensive/pgxpbiw/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "i got to 15 using 50 astra agents, it really struggles to run swarms like opus does. launched an opus swarm last reset and it created 1000 before it said it hit a limit.", "link": "https://www.reddit.com/r/codex/comments/1x6e5os/reset_just_landed/pgukp59/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "happened to me once, i allowed up to 3 agents at the same time, i checked background tasks and noticed 7. asked claude why i see 7, told me that i allowed 3 agents, but never specified if the agents can spawn sub-agents to help them ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2h2u4/opus_55_spawned_17_subagents/pf41vrf/"}]}, {"name": "Orchestrator failing to delegate as instructed", "definition": "The agent ignores instructions or its own plan to use subagents and does the work inline, runs fewer workers than it was told to, or drifts away from delegating over a long session; spawning too many agents is out.", "other": false, "userWeeks": 194, "posts": 205, "agents": [{"id": "codex", "userWeeks": 83}, {"id": "claude-code", "userWeeks": 61}, {"id": "opencode", "userWeeks": 17}, {"id": "antigravity", "userWeeks": 12}, {"id": "pi", "userWeeks": 10}, {"id": "cursor", "userWeeks": 6}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@buildwithhassan (1) *if* properly orchestrated, it can cook, *but* codex (cli), in its current default state is, imho, rigged against proper orchestration. what i mean is that without a custom, hence brittle setup, there is no prompting that will keep the primary agent", "link": "https://twitter.com/1273759182748033025/status/2109712902731248114"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "but i still have to tell the dot what i want it to tell the agents to do in my projects. what's the point of the middleman?", "link": "https://www.reddit.com/r/codex/comments/1x2mgjh/28_days_i_was_hoping_the_stakes_would_be_higher/pf3oxv2/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "if i had a job complex enough where i need subagents i'd want to define the rules manually. not a common situation for me. just letting claude handle it isn't working for me.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0kzbh/haiku_55_is_40x_cheaper_than_opus_55_your_explore/pepyunz/"}]}, {"name": "Wrong or overridden model choice for subagents", "definition": "The orchestrator gives subagents a model that doesn't fit the job, such as an expensive flagship where a cheap one would do, a model the user didn't ask for, or a weak worker whose output keeps getting sent back, or the harness won't let the user set the subagent model or effort; spawning too many subagents is out.", "other": false, "userWeeks": 192, "posts": 204, "agents": [{"id": "codex", "userWeeks": 95}, {"id": "claude-code", "userWeeks": 59}, {"id": "opencode", "userWeeks": 14}, {"id": "cursor", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 6}, {"id": "pi", "userWeeks": 6}, {"id": "copilot", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "i've finally made the switch to not allowing 6.1 sol to orchestrate anymore (it led to a lot of wasted sessions chasing hyper-specific issues with little return), now i'm passing subagent work to it from opus 5.5 and it's going much better already", "link": "https://www.reddit.com/r/codex/comments/1x1v7vk/luna_calling_out_61_sol_for_trying_to_cheat/pf0to0o/"}, {"agent": "cursor", "date": "2026-10-07", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai @leerob can y’all please look into the issue where the orchestrator agent cannot spawn subagents from certain models in projects? i can’t use glm 5.3 flash for example unless i go into that agent and manually switch to it.", "link": "https://twitter.com/1675943202900287488/status/2107699867594449156"}, {"agent": "codex", "date": "2026-10-02", "source": "Reddit", "community": "r/codex", "text": "i looked into it before making this, it doesn't fully support custom model efforts for spawned subagents and full native subagent control and interface as i wanted, at least as far as i could tell.", "link": "https://www.reddit.com/r/codex/comments/1wvzbqh/opus_and_sonnet_in_codex/pdgj6xq/"}]}, {"name": "Opaque visibility into subagents and parallel sessions", "definition": "The user can't see what subagents or parallel sessions are doing (their model, edits, messages to each other, pending approvals or progress), or sessions can't find and message each other reliably, which makes oversight and coordination hard; hangs and kill or stop failures are out.", "other": false, "userWeeks": 163, "posts": 175, "agents": [{"id": "codex", "userWeeks": 69}, {"id": "claude-code", "userWeeks": 58}, {"id": "cursor", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 5}, {"id": "pi", "userWeeks": 5}, {"id": "devin", "userWeeks": 3}, {"id": "factory", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "warp", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "conductor", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "my dot and my agents can’t talk to each other, and they can’t tell me why, so i don’t know", "link": "https://www.reddit.com/r/codex/comments/1x1x41d/is_it_me_or_has_dot_61_astra_been_lobotomized/pf65t3k/"}, {"agent": "cline", "date": "2026-10-08", "source": "X", "community": "@cline", "text": "@cline it is showing this nav, not multiple sessions/agents parallel as in this video ( or like in cline desktop ) , am i missing something, or pls fix this [link]", "link": "https://twitter.com/1905779555060822016/status/2108136466178355514"}]}, {"name": "Parallel agents clobbering shared files or resources", "definition": "Subagents or parallel sessions edit the same files, worktree, branch, device, port or browser session without coordinating, so changes get overwritten, merges get messy, PRs get duplicated or jobs hang, and the orchestrator often reports success anyway; a single agent's own mistakes are out.", "other": false, "userWeeks": 130, "posts": 141, "agents": [{"id": "claude-code", "userWeeks": 62}, {"id": "codex", "userWeeks": 33}, {"id": "cursor", "userWeeks": 15}, {"id": "zed", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "i accomplish nothing too because the agents were fighting for the computer", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2h2u4/opus_55_spawned_17_subagents/pf57f4i/"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs parallel thread management sounds great until the sqlite lock contention starts eating your morning", "link": "https://twitter.com/350714759/status/2108625144226971822"}, {"agent": "cursor", "date": "2026-10-08", "source": "Reddit", "community": "r/cursor", "text": "don't merge on the parent's ready. it assigned the same file twice and never saw the second write. i stop if the assignment list already has a path in two subagents.", "link": "https://www.reddit.com/r/cursor/comments/1x0jpax/cursor_multitask_useful_or_useless/pem1suc/"}]}, {"name": "Stuck subagents that cannot be steered or stopped", "definition": "Subagents hang, sleep, crash, get spawned dead or block the main agent, and the user or parent can't stop, resume, steer or kill one of them without stopping everything (or one agent's action shuts down others); visibility gaps without control problems are out.", "other": false, "userWeeks": 119, "posts": 124, "agents": [{"id": "codex", "userWeeks": 38}, {"id": "claude-code", "userWeeks": 31}, {"id": "opencode", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 10}, {"id": "pi", "userWeeks": 7}, {"id": "cursor", "userWeeks": 6}, {"id": "copilot", "userWeeks": 3}, {"id": "devin", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "lately i have been getting \"error: subagents was explicitly stopped by the user and cannot be resumed\".", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8nb3w/day_22_continue_can_respawn_subagents_ask_claude/phg76ek/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah it doesn't repeat but it does have to check all the files for progress to remake the subagents, they even have the auto resume with subagents system already but it only works when you run out of session usage and it has to continue automatically when reset.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8h7ix/is_there_an_intended_way_to_continue_a_session/phcu5qe/"}, {"agent": "factory", "date": "2026-10-14", "source": "X", "community": "@droid", "text": "@droid sometime when failed to start a subagent, it will hang all process and keep counting up. [link]", "link": "https://twitter.com/2104010083500011520/status/2110398603110031378"}]}, {"name": "Wasteful polling of running subagents", "definition": "While subagents work, the orchestrator keeps checking their status, waiting on them or reading their output streams at short intervals, paying for input tokens again each time when it could end its turn or wait; one-time startup costs are out.", "other": false, "userWeeks": 116, "posts": 131, "agents": [{"id": "codex", "userWeeks": 82}, {"id": "claude-code", "userWeeks": 23}, {"id": "cursor", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "bro they are sooooo creative at finding new ways to poll.\nin my codex fork i disabled a ton of tools like function.wait and i have scripts for everything. the llm finds ways around it.\ni have resorted to entropy detection. my analytics on codex are pretty detailed.", "link": "https://www.reddit.com/r/codex/comments/1x5zcb6/2_days_on_sol_61_and_usage_is_gone/pgryqgi/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "some other reddit posts. i tested your fork with a longer running command, it still polls constantly btw. even with your instructions in agents.md i can see the tokens counting up and the agent replying with \"the tree command is still running\" and similar messages periodically", "link": "https://www.reddit.com/r/codex/comments/1x4bcce/how_do_i_stop_codex_cli_wasting_tokens_when_it/pfio4we/"}, {"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "i remember there was an issue where the orchestrator kept polling the completion of the subagent on codex.\nand sometimes when the orchestrator launch the subagent, it just mentions \"you are luna subagent\" but the underlying model is the same orchestrator model i.e. sol.", "link": "https://www.reddit.com/r/codex/comments/1wwvqvs/someone_explain_to_me_how_to_use_subagents_like/pdp5m4c/"}]}, {"name": "Bloated or missing context handed to subagents", "definition": "At spawn time a subagent gets the orchestrator's entire history copied into it, or gets too little context, so it re-reads files, gets the task wrong or costs a lot to start; costs that come from polling later are out.", "other": false, "userWeeks": 108, "posts": 116, "agents": [{"id": "claude-code", "userWeeks": 52}, {"id": "codex", "userWeeks": 32}, {"id": "pi", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 6}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs waitlist speed is easy. the real bottleneck is context bleed across projects once you have 10+ running in parallel.", "link": "https://twitter.com/2097331229825904640/status/2108889089986683290"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @bcherny i trully cannot believe there is no way to create agent profiles with their own skills, instructions, connections and knowledge, you you dont have to spawn a vanilla claude session and instead a specialized agent for that task", "link": "https://twitter.com/1710605415900123136/status/2108886733211476221"}, {"agent": "claude-code", "date": "2026-10-09", "source": "X", "community": "@ClaudeDevs", "text": "@charlie[phone] @claudedevs that's the expensive part — subagents keep executing blindly off a stale plan while the lead has to replan everything. when agents talk to each other and coordinate in one shared chat, a bad plan gets caught and corrected way earlier. [link] [link]", "link": "https://twitter.com/1468738291046432768/status/2108614365637443879"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 287, "posts": 290, "agents": [{"id": "codex", "userWeeks": 109}, {"id": "claude-code", "userWeeks": 80}, {"id": "opencode", "userWeeks": 22}, {"id": "antigravity", "userWeeks": 19}, {"id": "pi", "userWeeks": 17}, {"id": "cursor", "userWeeks": 13}, {"id": "devin", "userWeeks": 7}, {"id": "amp", "userWeeks": 5}, {"id": "copilot", "userWeeks": 5}, {"id": "conductor", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "kiro", "userWeeks": 2}, {"id": "zed", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "for me, we will say coding, but i find it bad as an orchestrator.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4q0cf/what_is_the_best_thing_claude_can_do_than_other/pgfqe7z/"}, {"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "honestly retired using workflows and ultracode. my experience is that managing your own delegations with narrowed criterias is more concise and completes the task more efficiently.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4bb56/thanks_to_haiku_55_i_can_do_hundreds_of_agents/pgeesfj/"}, {"agent": "amp", "date": "2026-10-13", "source": "X", "community": "@AmpCode", "text": "figuring out how to use @ampcode , for now i'm missing subagents implementation by @aarondfrancis his [link] [link]", "link": "https://twitter.com/33702540/status/2109926590889042241"}]}]}, "work.permission_prompts": {"userWeeks": 955, "declined": 0, "modes": [{"name": "Constant prompts for routine low-risk actions", "definition": "The agent asks for approval so often, including for harmless reads, greps, ls or repeated commands, that the user ends up clicking all the time or has no way to delegate; this includes products that offer no usable auto or smart-review mode, but not cases where a mode was set and ignored.", "other": false, "userWeeks": 228, "posts": 237, "agents": [{"id": "antigravity", "userWeeks": 78}, {"id": "claude-code", "userWeeks": 75}, {"id": "codex", "userWeeks": 52}, {"id": "cursor", "userWeeks": 8}, {"id": "kiro", "userWeeks": 6}, {"id": "copilot", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity what fuckass harness is this.\naccording to antigravity cli logic i have to sit in front of computer all the time and press \"always allow\" permission to each and every commands in the universe", "link": "https://twitter.com/1135175156576313344/status/2111833595690279155"}, {"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@antigravity , i use antigravity cli sometimes. i wont say i am a power user of agy. but i am really frustrated by the approval system. literally i had to babysit for tow hours and accepts nearly hundred commands. most of them are basic git and playwrite commands. [link]", "link": "https://twitter.com/2039376148438622208/status/2111827089389396199"}, {"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "yeah, making it worse is the way to go. tool calls which are subject to access control vs shell commands every single one of which i need to approve. what kind of tone deafness is this?..", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7pmma/gemini_can_no_longer_scan_directory_contents/ph9huvp/"}]}, {"name": "Auto or bypass mode still prompts", "definition": "The user has turned on an auto-approve, full-access, bypass or turbo mode, but the agent still asks for approval, drops back to manual approval, or refuses actions that mode should allow; this includes the setting silently resetting in new chats, remote sessions or subagents, but not cases where no such mode exists.", "other": false, "userWeeks": 203, "posts": 218, "agents": [{"id": "claude-code", "userWeeks": 81}, {"id": "antigravity", "userWeeks": 54}, {"id": "codex", "userWeeks": 53}, {"id": "devin", "userWeeks": 6}, {"id": "cursor", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "Reddit", "community": "r/google_antigravity", "text": "sometimes i have to wait a min or two after switching to turbo before it stops asking for permission.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x9asl0/antigravity_turbo_mode_asking_for_permission/phjy79h/"}, {"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "also, when using codex cli, i am concerned that even if it is automatically approved when \"approve for me\" is enabled, i still receive a notification waiting for approval.", "link": "https://twitter.com/1188829372918026241/status/2111922910193656089"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "auto-mode is broken in cc for a while... sounds like nobody is listening although /feedback has been sent @bcherny @claudedevs", "link": "https://twitter.com/87314420/status/2111919031678632120"}]}, {"name": "Consequential actions taken without asking", "definition": "The agent, or an auto-approval classifier, does something irreversible or outward-facing without asking for confirmation, such as posting issues, sending messages, deleting data, granting broad access or leaving a sandbox; over-prompting is out.", "other": false, "userWeeks": 150, "posts": 160, "agents": [{"id": "claude-code", "userWeeks": 49}, {"id": "codex", "userWeeks": 47}, {"id": "antigravity", "userWeeks": 18}, {"id": "cursor", "userWeeks": 15}, {"id": "opencode", "userWeeks": 13}, {"id": "pi", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-12", "source": "Reddit", "community": "r/opencodeCLI", "text": "honestly its pretty wierd that i never gave it full access to my pc but never asked for any permission either", "link": "https://www.reddit.com/r/opencodeCLI/comments/1vbdp1g/anyone_using_freebuff/pfegcrb/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "yeah and literally everything is blocked on its fucking sandbox. literally a useless vm.", "link": "https://www.reddit.com/r/codex/comments/1x2w0az/undelivered_dots/pf7zjya/"}]}, {"name": "Permission settings confusing or not adjustable", "definition": "Users can't find, understand or change the permission controls they need, for example there is no per-session or per-project setting, project features are locked to one mode, approval prompts are hard to read, or admin-managed settings override user choices without warning; cases where clear settings exist but are ignored are out.", "other": false, "userWeeks": 134, "posts": 141, "agents": [{"id": "antigravity", "userWeeks": 43}, {"id": "claude-code", "userWeeks": 38}, {"id": "codex", "userWeeks": 29}, {"id": "copilot", "userWeeks": 8}, {"id": "opencode", "userWeeks": 6}, {"id": "cursor", "userWeeks": 4}, {"id": "kiro", "userWeeks": 3}, {"id": "pi", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes i can't stand how many permission issues i run into. so many things i can't override either that hold it back from being a true assistant.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7ix85/the_permission_system_is_exhausting/ph4sfeg/"}, {"agent": "antigravity", "date": "2026-10-16", "source": "X", "community": "@antigravity", "text": "@antigravity also, none of the available commandexecutionpolicy options allow automatic approval of shell commands — you still have to confirm every time 😢 [link]", "link": "https://twitter.com/2063470808371179520/status/2110963753063981464"}, {"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs @bcherny i find this permission tool to be confusing (or i misunderstand), specifically the \"esc to cancel\".\ncancel makes me think i'm not doing anything, but i've found that is the only way to trigger the retry. [link]", "link": "https://twitter.com/1946941719263801344/status/2109697947667694065"}]}, {"name": "Always-allow choices and allowlist rules not honoured", "definition": "Per-command approvals, \"always allow\" clicks, wildcard or pattern allowlists, and settings-file rules are not saved or do not match the commands the agent actually runs, so the same prompts keep coming back; failures of the global mode switch itself are out.", "other": false, "userWeeks": 104, "posts": 108, "agents": [{"id": "antigravity", "userWeeks": 40}, {"id": "claude-code", "userWeeks": 30}, {"id": "codex", "userWeeks": 15}, {"id": "opencode", "userWeeks": 10}, {"id": "cursor", "userWeeks": 5}, {"id": "pi", "userWeeks": 2}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "[link]\ni don't think that the permission engine works well. i am trying to do something to always allow agent reaonly access witouth edit permission and still it doesn't work. sandbox isn't even more clear in those permission :/", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8gpys/how_we_can_enforce_antigravity_cant_even_execute/phcqvh2/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "i noticed this week that the auto-classifier send to have been changed and ignores some permissions being granted", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2effg/how_to_fix_cc_still_asking_for_permissions_with/pf1gsqe/"}, {"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "it seems that every time a new version of the same app under development is launched, the permissions need to be granted again. beyond this, the agent may want to write scripts so it can observe the app's ui, and each script needs to be granted permission each time it is changed.", "link": "https://www.reddit.com/r/codex/comments/1x242zs/grant_macos_permissions_automatically/pez5kz2/"}]}, {"name": "Sessions silently stalled on pending approval", "definition": "An unattended or background task stops on an approval prompt the user doesn't notice, or one that never shows up on that device or UI (mobile, projects, remote), and time is lost until the user checks back; the overall number of prompts is out.", "other": false, "userWeeks": 60, "posts": 64, "agents": [{"id": "claude-code", "userWeeks": 38}, {"id": "codex", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "fantastic. but codex is now unusable because every step is asking for user approval.\nedit: what i had hoped would have been a task it could complete while i was asleep failed after five minutes pending approval for its \"guarded preflight check that sends no input\".", "link": "https://www.reddit.com/r/codex/comments/1x5c5wm/tibo_day_8/pgp5voa/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "X", "community": "@ClaudeDevs", "text": "@mehulmpt @claudedevs so true. all night it didn't do anything just waited for permission.", "link": "https://twitter.com/1740360935892783104/status/2108089102507954387"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "look cool. i’ve lost count of how many times i’ve left a session, came back later, and found it stuck on “do you want to…” for an hour. 😂", "link": "https://www.reddit.com/r/codex/comments/1wz0173/what_are_you_using_to_keep_multiple_agent/ped9lu7/"}]}, {"name": "Approval hooks and command gating ineffective", "definition": "Custom pre-tool-use hooks or command-matching guards, whether written to auto-allow or to block and ask, are ignored, overridden by built-in review steps, or bypassed when the agent phrases a command differently or reaches the same effect another way; built-in allowlist persistence is out.", "other": false, "userWeeks": 49, "posts": 56, "agents": [{"id": "claude-code", "userWeeks": 31}, {"id": "codex", "userWeeks": 7}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "antigravity", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-11", "source": "X", "community": "@antigravity", "text": "@antigravity i wrote a hook to run tests in my local and expected not to have any confirmation using `decision: \"allow\"` and never worked 🥲.\nmy agy cli told me the `request-review` might be prior than my pretooluse.\nis this the problem you are working on?", "link": "https://twitter.com/1810320486104272897/status/2109160621665296734"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "the \"go find another way\" part is my biggest one too. i had guards on file reads and it just started reading files with cat and sed through bash instead. ended up adding a second hook that blocks that in bash too, last week it fired about 160 times. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wwvw6y/whats_the_one_thing_claude_did_that_made_you_add/pdzxlk0/"}, {"agent": "codex", "date": "2026-10-05", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "claude code 2.1.289 fixed deny rules skipping env-prefixed commands.\nsame test on codex cli 0.160.0's execpolicy checker (no login), rule [\"rm\",\"-rf\"]:\nrm -rf build: forbidden\ntz=x rm -rf build: no match\nrm -fr build: no match\nprefix rules match tokens, not intent. [link]", "link": "https://twitter.com/1853396111794618368/status/2107102818075324928"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 77, "posts": 79, "agents": [{"id": "codex", "userWeeks": 27}, {"id": "claude-code", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 11}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-16", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs nice sandbox...\nthe sandbox is supposed to block *claude* from reading outside the working directory, not the user... [link]", "link": "https://twitter.com/138134405/status/2110991652714070352"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "got tired of approving and just gave it dangerously skip permissions", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0lujo/how_much_access_to_your_pc_do_you_give_to_cc/pfd8q3y/"}]}]}, "work.plan_mode": {"userWeeks": 218, "declined": 0, "modes": [{"name": "Plan mode missing, hidden or removed", "definition": "The tool has no dedicated plan mode, has dropped one, or hides the toggle, command or plan tracking UI so users can't find or turn it on; this excludes plan modes that exist but behave badly.", "other": false, "userWeeks": 50, "posts": 50, "agents": [{"id": "antigravity", "userWeeks": 21}, {"id": "claude-code", "userWeeks": 9}, {"id": "codex", "userWeeks": 5}, {"id": "opencode", "userWeeks": 5}, {"id": "cline", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/cursor", "text": "grok does ok for most things if i’m specific, maybe larger repos it struggles with, but claude code would be amazing if it had the debug/plan/ask modes like cursor.", "link": "https://www.reddit.com/r/cursor/comments/1wrx24u/1_year_of_cursor_switched_to_claude_best_decision/pckx7qv/"}]}, {"name": "Shallow, generic or misdirected plans", "definition": "The plan is thin, vague, padded or misreads the request (it plans the wrong thing, touches unrelated files, or leaves big gaps for the implementer), so it is not useful as a spec; this excludes plans that are good but ignored later.", "other": false, "userWeeks": 46, "posts": 47, "agents": [{"id": "codex", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 9}, {"id": "claude-code", "userWeeks": 7}, {"id": "cursor", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "cline", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "codex-cli /plan mode sometimes drops unrelated parts of the plan silently when i tell it to add more points", "link": "https://twitter.com/1145312977073135616/status/2109917940258927031"}, {"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "i haven't used plan mode since forever. it's spec driven development for beginners. once you start to explore other options it just doesn't offer the same.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ws7gvb/is_plan_mode_still_worth_it/pcj1j7j/"}, {"agent": "antigravity", "date": "2026-09-27", "source": "X", "community": "@antigravity", "text": "@thsottiaux @antigravity never liked plan mode, you could just ask for a plan and get almost the same results (plus some unintended file edits)", "link": "https://twitter.com/878722023970787329/status/2104266625373392975"}]}, {"name": "Plan mode edits files anyway", "definition": "While in a declared read-only planning mode or under an explicit \"plan only / no edits\" instruction, the agent writes, creates or commits files (including through shell workarounds like sed or cat); this excludes stopping too late after a plan was approved.", "other": false, "userWeeks": 26, "posts": 29, "agents": [{"id": "opencode", "userWeeks": 13}, {"id": "antigravity", "userWeeks": 6}, {"id": "cline", "userWeeks": 4}, {"id": "pi", "userWeeks": 2}, {"id": "codex", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "hi @opencode, i’m not a harness expert, so i may be missing something. my agent committed 52 files (11,066 insertions) in plan mode, then admitted it violated the restrictions. is this a configuration/permissions issue or a bug? how can this be prevented? [link]", "link": "https://twitter.com/1570598551440494593/status/2110430503614734522"}, {"agent": "opencode", "date": "2026-10-06", "source": "Reddit", "community": "r/opencode", "text": "i'm brainstorming with big pickle and deepseek and it started creating files while in plan mode. \nit did it 3 times. \nwhy? i thought no llm is allowed to do this? ", "link": "https://www.reddit.com/r/opencode/comments/1wzevl3/llm_created_files_while_in_plan_mode/"}, {"agent": "antigravity", "date": "2026-09-26", "source": "Reddit", "community": "r/google_antigravity", "text": "i have used skill /planning, however it still mostly had executed the codes.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wqb0ii/dedicated_planning_mode_in_antigravity_is_here/pc38u0q/"}]}, {"name": "Plan finishes then implementation starts unapproved", "definition": "The agent writes a plan but then moves straight into implementation, or skips approval gates, without waiting for user review or confirmation, even when settings or prompts require it to ask; this excludes edits made during the planning phase itself.", "other": false, "userWeeks": 20, "posts": 20, "agents": [{"id": "antigravity", "userWeeks": 12}, {"id": "claude-code", "userWeeks": 3}, {"id": "codex", "userWeeks": 3}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-10", "source": "Reddit", "community": "r/google_antigravity", "text": "model is ignoring \"plan review policy: always ask\". i can clearly see it writes to the implementation plan file and then just... keeps going. without asking me to confirm it. the project config is set to \"inherit global\" and global is \"always ask\". agy version is 2.22.0.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wy3pjl/weekly_quotas_known_issues_support_october_05/pf3wthm/"}, {"agent": "antigravity", "date": "2026-09-28", "source": "Reddit", "community": "r/google_antigravity", "text": "i thought plan means first tell me about the plan before edit and this sht is not different from the normal mode are there any different meaning of plan mode idk", "link": "https://www.reddit.com/r/google_antigravity/comments/1wsj3ck/plan_mode_is_great/pclx306/"}, {"agent": "antigravity", "date": "2026-09-27", "source": "Reddit", "community": "r/google_antigravity", "text": "you fixed the effect not the cause. \nit will make plan when i ask in /plan but will it still make plan in normal mode? \n\\--- \nwill it ever let me work my way? or will it impose its workflow(which sucks) and style?", "link": "https://www.reddit.com/r/google_antigravity/comments/1wqb0ii/dedicated_planning_mode_in_antigravity_is_here/pcatyyg/"}]}, {"name": "Plan mode UI broken or buggy", "definition": "The plan mode interface malfunctions, for example crashes on send, plans won't open or disappear on accept, the proceed button doesn't show, panels stay stuck, or other modes override plan; this excludes the model's own decision to edit.", "other": false, "userWeeks": 19, "posts": 21, "agents": [{"id": "antigravity", "userWeeks": 5}, {"id": "codex", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "claude-code", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@yuhasbeentaken also i don't know if this is @opencode problem or the models, it gets confused about the agent in plan and build mode. i need to toggle it multiple times before it has any idea", "link": "https://twitter.com/1543541226561241089/status/2110352522154225779"}, {"agent": "codex", "date": "2026-10-09", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux can't turn on the plan mode on with the latest codex app update. please look into it", "link": "https://twitter.com/1213705324961529856/status/2108468808025526503"}, {"agent": "antigravity", "date": "2026-10-04", "source": "Reddit", "community": "r/google_antigravity", "text": "i have noticed that , now when i ask it to create implementation plan, it occasionally dump the plan in chat itself, instead of creating the artifact", "link": "https://www.reddit.com/r/google_antigravity/comments/1wxdxtj/flash_38_is_getting_worse_lately/pdus0zy/"}]}, {"name": "Planning burns excessive tokens or time", "definition": "Planning eats a large share of usage quota or runs for very long periods (loops, over-narration, endless reconsideration) relative to the task; this excludes general model slowness outside planning.", "other": false, "userWeeks": 17, "posts": 19, "agents": [{"id": "claude-code", "userWeeks": 6}, {"id": "antigravity", "userWeeks": 5}, {"id": "codex", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}], "examples": [{"agent": "antigravity", "date": "2026-09-18", "source": "Reddit", "community": "r/google_antigravity", "text": "for a simple fix it ran for 1hr 28mins just to give an implementation plan", "link": "https://www.reddit.com/r/google_antigravity/comments/1wjou5i/whats_wrong_with_38_high/"}, {"agent": "claude-code", "date": "2026-09-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "i find out that plan is pure token wasting since sonnet 5. they can do it without plan perfectly. spec might help u reconsider the design but plan seems redundant now.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wfz1w3/whats_the_difference_between_claude_writing_a/p9q4d4w/"}, {"agent": "antigravity", "date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "text": "you can't even plan - it ends way too quick. it eats like 30-40% of weekly quote per even planning, it's completely unusable.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wwko5h/no_opus_55_for_pro_users/pdywm22/"}]}, {"name": "Execution drifts from the approved plan", "definition": "After a plan is agreed, the agent ignores, abandons or wanders from its steps during implementation, or loses the plan to context compaction; this excludes failures to produce a plan at all.", "other": false, "userWeeks": 10, "posts": 10, "agents": [{"id": "claude-code", "userWeeks": 5}, {"id": "codex", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "it’s odd that it goes off the plan after plan mode. maybe it asks you 10 unrelated questions but that happens before", "link": "https://www.reddit.com/r/codex/comments/1wnto0j/sol_6_is_a_slop_fest/pbqn4j5/"}, {"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "plan mode genuinely doesn't change anything in my experience, it tends to wander off and just forget what it was doing", "link": "https://www.reddit.com/r/codex/comments/1wnto0j/sol_6_is_a_slop_fest/pbpq6cv/"}, {"agent": "claude-code", "date": "2026-09-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "plan mode is where it writes down what it agreed to do so you both have a record of what it ignored", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wdcoax/anyone_elses_claude_code_is_acting_like_it_is/p94t3f0/"}]}, {"name": "Planning rushes without clarifying questions", "definition": "Planning mode jumps to a solution or assumptions before investigating the codebase or asking the questions needed to resolve ambiguity, and offers no real discussion phase; this excludes plans that are wrong for other reasons.", "other": false, "userWeeks": 9, "posts": 9, "agents": [{"id": "claude-code", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "codex", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "Reddit", "community": "r/google_antigravity", "text": "grill me and plan doesn't go well as written in grill me skill's blog. plan mode makes model rush for a plan but you dont want that, you want model to extensively grill you so it can understand your intentions.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x8c6ro/adding_these_three_at_the_end_of_any_prompt_my/phczcc4/"}, {"agent": "opencode", "date": "2026-09-07", "source": "Reddit", "community": "r/opencodeCLI", "text": "i have the same problem. i also feel like planning mode works much better in codex, since it asks more important questions to fill in the blind spots in the prompt.", "link": "https://www.reddit.com/r/opencodeCLI/comments/1w9b3eb/opencode_w_gpt_vs_codex_w_gpt/p8azfaq/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 23, "posts": 24, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "cursor", "userWeeks": 7}, {"id": "codex", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "try using it without plan mode. i know it sounds backwards, but mine has been so much better if i just use regular prompts", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zb75/impression_of_mine_or_is_opus_55_dumber/ph8r15r/"}, {"agent": "cursor", "date": "2026-09-24", "source": "Reddit", "community": "r/cursor", "text": "for the same reason i don't use plan, no. at this point things like this are unnecessary restrictions, the models are smart enough to figure out how to handle things provided your prompt is explicit enough", "link": "https://www.reddit.com/r/cursor/comments/1wow14z/does_anyone_use_goal/pbqqr39/"}, {"agent": "claude-code", "date": "2026-09-24", "source": "X", "community": "@ClaudeDevs", "text": "claude should have a readonly mode, i don't want to plan, i don't want it to go off doing random things on its own. i just want to use it to analyze something without the risk of it deciding to delete or modify something in production or elsewhere. @claudedevs @claudeai", "link": "https://twitter.com/255125937/status/2103224299532292380"}]}]}, "work.premature_stop": {"userWeeks": 509, "declined": 0, "modes": [{"name": "Partial completion presented as a finished turn", "definition": "The agent finishes only a subset of the requested items, files or goals and then stops, either claiming it is done or admitting that most of the work remains, without being blocked; this excludes runs cut off by quota or context limits.", "other": false, "userWeeks": 124, "posts": 129, "agents": [{"id": "codex", "userWeeks": 81}, {"id": "claude-code", "userWeeks": 24}, {"id": "antigravity", "userWeeks": 8}, {"id": "opencode", "userWeeks": 3}, {"id": "amp", "userWeeks": 2}, {"id": "cline", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-16", "source": "Reddit", "community": "r/google_antigravity", "text": "i got a lot done !\n[link]\nit wrote a plan for itself... and didnt finish...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x7tx3o/psa_argon_and_gemini_reset/ph7i1dw/"}, {"agent": "opencode", "date": "2026-10-14", "source": "X", "community": "@opencode", "text": "@opencode this model is lazy. you give it a 12 task plan and it stops after four tasks and says i'm done, tasks 5-12 still need to be implemented. wtf? i'm thinking its a small flash model from liquid maybe. the model is fast, but it needs a babysitter.", "link": "https://twitter.com/2036433033990119427/status/2110177197415961071"}, {"agent": "cursor", "date": "2026-10-10", "source": "X", "community": "@cursor_ai", "text": "@cursor_ai it also just stops early, all the time, even with plan mode. today it stopped at stage 6 out of 12 and stated \"did not implement 7 - 12\" despite having no technical limitations to do so. this plan was just a code review, and it lasted a staggering 10 minutes.", "link": "https://twitter.com/1841200327980195848/status/2108729573626253727"}]}, {"name": "Gives up on minor obstacles or invented blockers", "definition": "The agent drops the task or cancels a goal when it meets a fixable error, a busy resource or a blocker it made up, instead of retrying or working around it; this excludes stops where the blocker really needs the user to act.", "other": false, "userWeeks": 76, "posts": 82, "agents": [{"id": "codex", "userWeeks": 46}, {"id": "claude-code", "userWeeks": 17}, {"id": "opencode", "userWeeks": 9}, {"id": "cursor", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "ive found i keep it focused on one long-running thing at a time instead of one-offs but it likes to give up", "link": "https://www.reddit.com/r/codex/comments/1x00ct5/plus_sub/peo0hto/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "nah opus 5.5 is really bad its just giving up on stuff so easily\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxamd8/they_fucked_opus_55/pdv5fp3/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "yes, i don't know if it's because i also use opus, but i feel like sol is incredibly lazy.", "link": "https://www.reddit.com/r/codex/comments/1wwztof/61_being_slow_is_the_best_thing_ever_and_you_are/pdppn00/"}]}, {"name": "Unnecessary approval requests or handing work back", "definition": "The agent stops to ask permission ('ready to proceed?'), asks for information it already has, or tells the user to do the work themselves, even though the task and its permissions allowed it to continue; this excludes stopping before genuinely destructive or irreversible actions.", "other": false, "userWeeks": 60, "posts": 61, "agents": [{"id": "codex", "userWeeks": 38}, {"id": "claude-code", "userWeeks": 17}, {"id": "antigravity", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "honestly i have this with claude but to a luch less extent with codex. because is constantly producing new tickets, new edge cases, just another backup and restart, ... constantly asking for my intervention. i have the impression that codex just finishes.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8ckey/burnout_risk_for_developers_is_it_just_me/phbltx3/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@mikeysee i think the intention was to recommend follow-ups, but all i’ve seen it do is make me click a button to get it to keep moving down the checklist of stuff we already agreed it should do. extremely bad feature @claudedevs", "link": "https://twitter.com/1832174211311271936/status/2111330905562534145"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "my same experience. if you approve to it, it still wants you to do the task yourself. ", "link": "https://www.reddit.com/r/codex/comments/1x3mtiw/dot_is_already_rug_pulled/pfciis4/"}]}, {"name": "Abrupt silent termination mid-task", "definition": "The session or turn ends without warning partway through the work (cancelled runs, garbled final output, crashes, the agent going silent) with no explanation or handoff; this excludes stops where the agent clearly chose to end its turn and said why.", "other": false, "userWeeks": 58, "posts": 60, "agents": [{"id": "codex", "userWeeks": 23}, {"id": "opencode", "userWeeks": 15}, {"id": "claude-code", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "hey @claudedevs @lydiahallie have been test driving projects for a few days. pretty cool! one bit of feedback, the main thread could be a bit more proactive about when tasks finish. more then once it just kinda sat on finished tasks until i poked it.", "link": "https://twitter.com/1077745046/status/2110732346433614183"}, {"agent": "opencode", "date": "2026-10-11", "source": "Reddit", "community": "r/opencode", "text": "it just stops as if the task has finished but without the usual report. if i ask \"hello?\" it recognizes it has stopped, ask me if it wants to continue to switch to implement mode and a 2 or 3 minutes latter it stops again.", "link": "https://www.reddit.com/r/opencode/comments/1x32jwa/issues_with_claude_haiku_55_opencode_go/pf7hqvs/"}, {"agent": "opencode", "date": "2026-10-07", "source": "X", "community": "@opencode", "text": "why the @opencode is stopping in the middle of the work?\nany ideas how to prevent it ?\ni do not have this problem with claude code [link]", "link": "https://twitter.com/1341301834527498241/status/2107956772371914892"}]}, {"name": "Frequent progress check-ins on long tasks", "definition": "During a long autonomous task the agent keeps pausing every few minutes to report progress or say work remains, and only resumes after 'continue', even when told not to stop; this excludes one-off stops caused by errors, crashes or usage limits.", "other": false, "userWeeks": 54, "posts": 55, "agents": [{"id": "codex", "userWeeks": 34}, {"id": "opencode", "userWeeks": 10}, {"id": "claude-code", "userWeeks": 5}, {"id": "devin", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes, i've noticed this behavior even without hitting any limits. there are some times opus/fable seem very keen on stopping the work just like a human would when they're exhausted. it's very strange.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x91pei/anyone_else_notice_claude_code_or_codex_rushing/phhtucn/"}, {"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "sometimes works, sometimes doesnt. it just keeps abruptly stoping after 3-5 minutes. i am tasking an ai agent because i want it to automate stuff but having to sit through it like this makes me feel like doing it myself", "link": "https://www.reddit.com/r/codex/comments/1x7mq7m/will_not_proceed_with_code_fixes_thinks_its/ph6rl2h/"}, {"agent": "opencode", "date": "2026-10-15", "source": "X", "community": "@opencode", "text": "@opencode cat jam free is like stopping on after one answer, you have push it to work, space bunny free is just working like /upload mode ......i dont think cat jam was not like that in the beginning, have i done something stupid ?", "link": "https://twitter.com/2033478554512666624/status/2110595482917478857"}]}, {"name": "Announces next action, then ends turn", "definition": "The agent says it will do something ('I'll run the tests now', 'starting now', 'fixing the test:') and then ends its turn without calling any tool, so the user has to prompt it again; this excludes turns that end on a question to the user or on a report of what was done.", "other": false, "userWeeks": 50, "posts": 53, "agents": [{"id": "codex", "userWeeks": 37}, {"id": "claude-code", "userWeeks": 5}, {"id": "opencode", "userWeeks": 4}, {"id": "pi", "userWeeks": 3}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-16", "source": "Reddit", "community": "r/codex", "text": "\"you're right, i ended turn instead of continuing. i stopped prematurely—not because we were blocked.\"\nis this driving anybody else nuts?", "link": "https://www.reddit.com/r/codex/comments/1x45q9b/codex_usage_and_operation_discussion_last_updated/ph61x8e/"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "i don’t know how to continuous work with sol or astra, they love to stop and tell me what the next step is and just not do it. drives me insane", "link": "https://www.reddit.com/r/codex/comments/1x4yte1/gpt61_sol_is_46x_slower_than_gpt56_sol_are_we/pgm489e/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "\"hey next up we should implement feature xy. please give a plan.\" \n\"sure here is your plan\" \n\"sounds great\" \n\"alright then the next step would be to implement the plan.\" \n\"yea do it\" \n\"alright, i will now implement the plan\"\nthis started with 6.1 sol. it's so frustrating", "link": "https://www.reddit.com/r/codex/comments/1x4vy2i/codex_literally_unusable/pghn0eu/"}]}, {"name": "Usage or context limit cuts off unfinished work", "definition": "The agent uses up the quota or fills its context partway through a task and halts, sometimes calling it a 'good stopping point', leaving the work unfinished and not easy to resume; this excludes complaints only about high token use where the task was completed.", "other": false, "userWeeks": 34, "posts": 35, "agents": [{"id": "codex", "userWeeks": 23}, {"id": "claude-code", "userWeeks": 6}, {"id": "cursor", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-28", "source": "Reddit", "community": "r/ClaudeCode", "text": "i get irritated when it say \"this seems like a good stopping point\" after-which i realize, this usually only happens when my session context is nearing the full mark.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrwpf8/being_a_human_is_weird_sometimes/pckfuu7/"}, {"agent": "codex", "date": "2026-09-22", "source": "Reddit", "community": "r/codex", "text": "if your task goes on long enough, it eventually just stops. ", "link": "https://www.reddit.com/r/codex/comments/1wnda22/the_engines_have_been_forcefully_stopped/pbe1wvk/"}, {"agent": "devin", "date": "2026-09-21", "source": "X", "community": "@cognition", "text": "@da7_tech ok, i bit and signed up to @cognition @devindesktop with a pro subscription. \ni asked it to do a scan on one repo. \nit ran for about 20-25 minutes.\nit didn't finish [link]", "link": "https://twitter.com/2071953914182725633/status/2102138818736300445"}]}, {"name": "Diagnoses or plans instead of implementing", "definition": "Asked to fix, build or deploy something, the agent returns only a description of the problem, a proposed solution or a plan and does not apply it; this excludes cases where the user asked only for analysis, and cases where it applies part of the fix.", "other": false, "userWeeks": 28, "posts": 28, "agents": [{"id": "codex", "userWeeks": 22}, {"id": "claude-code", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "it’s still lazy gpt6 familie not using their workspace but just answering in 2-3 sentences. don’t need more of this", "link": "https://www.reddit.com/r/codex/comments/1x4p9tx/tobo_said_extra_usage/pgiq8q9/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "i switched back to 5.6 sol. if the request is \"diagnose and fix,\" stopping at the diagnosis leaves half the task undone. having to ask again just adds another slow round trip.", "link": "https://www.reddit.com/r/codex/comments/1wz00n8/gpt_61_sol_is_so_incredibly_lazy_compared_to_astra/peegw91/"}, {"agent": "codex", "date": "2026-10-06", "source": "Reddit", "community": "r/codex", "text": "anyone noticed it? when you ask it to diagnose and fix the problem, it comes back and describe to you the problem without even a handoff or the next step in place. it's terrible.\nthis is unacceptable. describe your experience below to further support this case.", "link": "https://www.reddit.com/r/codex/comments/1wz00n8/gpt_61_sol_is_so_incredibly_lazy_compared_to_astra/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 41, "posts": 43, "agents": [{"id": "codex", "userWeeks": 20}, {"id": "claude-code", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 2}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "X", "community": "@opencode", "text": "free glm5.3 at @opencode desktop app keeps autocompacting and never do the actual work, fine on opencode terminal tho. anyone had the same issue?", "link": "https://twitter.com/2053432957629833216/status/2111659235201404962"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "thanks tibo, openai's bullshit got me to try claude and now i am converted.\nopus 5.5 is so good, it is not lazy like sol and astra, and does not need constant feedback or perfect prompts to get things right, it just works, such a joy to work with.\ni will still keep openai subscription, but as my project's workhorse under claude's command.", "link": "https://www.reddit.com/r/codex/comments/1x5c5wm/tibo_day_8/pgl57dl/"}]}]}, "work.regressions_introduced": {"userWeeks": 716, "declined": 0, "modes": [{"name": "Collateral breakage outside the requested change", "definition": "The agent's edits for one task break features, pages, styles or logic that the user did not ask it to touch, such as a settings-page restyle that leaks into the pricing page or a validation check silently dropped in an unrelated function; cases where the requested feature itself is done wrong are out.", "other": false, "userWeeks": 156, "posts": 161, "agents": [{"id": "codex", "userWeeks": 70}, {"id": "claude-code", "userWeeks": 43}, {"id": "antigravity", "userWeeks": 17}, {"id": "cursor", "userWeeks": 16}, {"id": "opencode", "userWeeks": 8}, {"id": "amp", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "every time i ask codex to make a change, it breaks something else.\ni'm spending hours just to take 1 step and sam altman sends me back 3.", "link": "https://www.reddit.com/r/codex/comments/1x3w8o0/codex_vs_claude/pgtb0h3/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "luna is trash, most of the times is introducing problems that need to be fixed by sol or astra.\nits only works for repetitive tasks like setups", "link": "https://www.reddit.com/r/codex/comments/1x3aspw/luna_appreciation_man/pf9euh6/"}, {"agent": "cursor", "date": "2026-10-10", "source": "Reddit", "community": "r/cursor", "text": "hey which models are you guys using rn for plan and code , can someone suggest ? grok 4.7 is not good its broke my ui", "link": "https://www.reddit.com/r/cursor/comments/1x1xrw0/cursor_going_downhill/pf07bdg/"}]}, {"name": "Fix-one-break-another repair cycles", "definition": "Each attempt to fix a bug or review finding creates new bugs, so the user is stuck in a 'one step forward, two steps back' loop of patches on patches that may never settle; a single regression that is fixed cleanly is out.", "other": false, "userWeeks": 152, "posts": 159, "agents": [{"id": "codex", "userWeeks": 69}, {"id": "claude-code", "userWeeks": 39}, {"id": "antigravity", "userWeeks": 14}, {"id": "cursor", "userWeeks": 14}, {"id": "opencode", "userWeeks": 11}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-18", "source": "X", "community": "@cursor_ai", "text": "is it just me, or has @cursor_ai completely gone off the rails? 🤬\ni ask it to change a simple size, it completely misses the mark and introduces 3 brand new bugs. i’m spending more time fixing its regressions than coding.\nanyone else dealing with this garbage? 🤮", "link": "https://twitter.com/1965973235893182464/status/2111912414971113726"}, {"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "after a few prompts it will fix the bug you targeted, but it will introduce more bugs, this is the gemini 3 series in a sentence, also your code will not be code till you revise all of it, otherwise just a hollow shell filled with mocks and nonsense.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x64msl/gemini_38_flash_is_a_beast/pgtphki/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs very cool but can you fix some simple bugs that you keep making worse? \n[link]", "link": "https://twitter.com/1907907407625572352/status/2110577076558500340"}]}, {"name": "Destructive wholesale deletion or rewriting", "definition": "The agent deletes files, sections or its own earlier output, or rewrites large parts of a working codebase far beyond what was asked, leaving the repo 'wrecked' and needing a revert or rebuild from scratch; small, contained mistakes are out.", "other": false, "userWeeks": 76, "posts": 77, "agents": [{"id": "codex", "userWeeks": 43}, {"id": "claude-code", "userWeeks": 14}, {"id": "antigravity", "userWeeks": 8}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 4}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-17", "source": "Reddit", "community": "r/codex", "text": "gpt 6.1-sol is a drunken sailor. it screws up so many code bases it isnt funny.", "link": "https://www.reddit.com/r/codex/comments/1x82ohs/coding_capability_comparison_opus_55_is_still/ph9e9yf/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "it is a dangerous model to use now. \ni've tried using it as a technical architect/orchestrator while i wait for claude tokens to reset and it has completely fucked up my code causing delays. \nit couldn't even revert the mess it created :( \nmy advice is to use fable 5.1 instead. \n", "link": "https://www.reddit.com/r/codex/comments/1wugsbh/gpt_6_astra_is_unusable_on_chatgpt_plus_sub/pfbjet7/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs a fucking mess...\ni was working on a perfectly organized project in my folders and i started with this shit and now it has split the project in two where each part doesn't know what the other has done... fucking mess!!!", "link": "https://twitter.com/1576142943743868928/status/2108977364948357308"}]}, {"name": "Reintroducing previously fixed bugs", "definition": "The agent brings back bugs, old code or old behaviour that had already been fixed, for example by rolling back to earlier versions or overwriting earlier fixes, including bugs that reappear in later sessions; new bugs that were never fixed before are out.", "other": false, "userWeeks": 62, "posts": 65, "agents": [{"id": "codex", "userWeeks": 28}, {"id": "claude-code", "userWeeks": 19}, {"id": "antigravity", "userWeeks": 8}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-15", "source": "Reddit", "community": "r/google_antigravity", "text": "could have used that instead of making 5 chats and suffering from reintrducing bugs every chat", "link": "https://www.reddit.com/r/google_antigravity/comments/1x6v4iq/they_finally_added_compact_to_the_antigravity_gui/pgyp3t4/"}, {"agent": "opencode", "date": "2026-09-24", "source": "Reddit", "community": "r/opencodeCLI", "text": "1.3 was a cesspool for coding, had capability, but unable to end it proper, it always introduced issues due to what looked \"attention issues\", either model issues or the contributor is limited in some kind of manner", "link": "https://www.reddit.com/r/opencodeCLI/comments/1wopbtv/what_muse_spark_14_contributor_is_already_here/pbs0lmg/"}, {"agent": "claude-code", "date": "2026-09-23", "source": "Reddit", "community": "r/ClaudeCode", "text": "opus 5.0 is not trust worthy at all and it introduces regression errors, it was half-baked at best.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1woe3lo/is_opus_55_really_better_than_fable_in_your/pbnn9wa/"}]}, {"name": "Edits leave project unbuildable or crashing", "definition": "After the agent's changes the code no longer compiles, builds, type-checks, deploys or starts (for example a deleted main(), a dropped file extension or a pile of tsc errors), often while the agent reports the work as done; code that runs but behaves wrongly is out.", "other": false, "userWeeks": 51, "posts": 55, "agents": [{"id": "codex", "userWeeks": 18}, {"id": "claude-code", "userWeeks": 13}, {"id": "opencode", "userWeeks": 8}, {"id": "antigravity", "userWeeks": 5}, {"id": "kiro", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-29", "source": "Reddit", "community": "r/codex", "text": "i had no problem with the original sol, or astra. \nbut sol 6? it immediately fucked up my codebase. it's unusable.", "link": "https://www.reddit.com/r/codex/comments/1wtisui/huge_if_true/pcukpgk/"}, {"agent": "claude-code", "date": "2026-09-26", "source": "Reddit", "community": "r/ClaudeCode", "text": "this annoys me to no end. especially because it uses it for search/replace, globally across files. it’s cause many issues and i’ve had to explain to claude that “compiles does not mean correct”. it has multiple memories about it at this point. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wqwi4h/why_claude_code_uses_python_for_everything_and/pc7mssn/"}, {"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "it's really funny with its own tests break the application for some mundane non-essential reason unrelated to anything but a version number string literal it forgot to update which crashes out in prod", "link": "https://www.reddit.com/r/codex/comments/1wgzmul/coding_benchmarks_should_also_reward_the_leanest/p9zetgc/"}]}, {"name": "Gradual decay into unmaintainable spaghetti", "definition": "Over many iterations the agent piles up layered patches, duplicate components and over-engineering until the codebase becomes fragile and regression-prone, and needs dedicated cleanup or another tool to untangle; a single discrete breakage is out.", "other": false, "userWeeks": 50, "posts": 50, "agents": [{"id": "codex", "userWeeks": 21}, {"id": "claude-code", "userWeeks": 18}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 4}, {"id": "opencode", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}], "examples": []}, {"name": "Unneeded fixes damaging working code", "definition": "The agent 'fixes' problems that don't exist or makes unrequested 'improvements', such as phantom bugs patched across 100+ files or textures blended 'to fit the scene', and this degrades code or assets that worked; legitimate bug fixes that go wrong are out.", "other": false, "userWeeks": 28, "posts": 28, "agents": [{"id": "codex", "userWeeks": 15}, {"id": "claude-code", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-09-30", "source": "X", "community": "@opencode", "text": "@siddspeed @opencode yes. it has created a mess for me. replaced well working modern js code with old-style over-complicated mess.", "link": "https://twitter.com/1438070062322274308/status/2105334127943929918"}, {"agent": "codex", "date": "2026-09-08", "source": "Reddit", "community": "r/codex", "text": "now that i think about it, i do remember a temporary logo i put in place for my app which deteriorated in quality after i asked for further changes (like making it transparent, fixing minor things, etc…)", "link": "https://www.reddit.com/r/codex/comments/1waxtlq/chatgpt_images_25_is_out_today/p8lzpfk/"}, {"agent": "codex", "date": "2026-09-15", "source": "Reddit", "community": "r/codex", "text": "\"it will eventually prompt you to move your work to the co-work, but then you can still decline it.\" > be careful. when it shows this message, code quality drops drastically. i didn't notice and ended up ruining a good part of my project. i had to restore a backup, but i lost a few hours.", "link": "https://www.reddit.com/r/codex/comments/1wh5afa/unlimited_sol_high_for_plus/p9znubo/"}]}, {"name": "Corrupting file contents or encoding", "definition": "The agent's file operations damage text itself, through mangled characters, broken encoding such as an em-dash corrupting a script, or lines and blocks deleted by tooling or autocomplete; logic errors in otherwise intact text are out.", "other": false, "userWeeks": 20, "posts": 20, "agents": [{"id": "antigravity", "userWeeks": 6}, {"id": "claude-code", "userWeeks": 5}, {"id": "codex", "userWeeks": 4}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've been noticing something about opus 5.5 today. it is regularly corrupting files and having to restore lines that it deleted. sometimes it will think it edited a file, but \"the file on disk is unmodified, my changes didn't stick\"\nvery strange and a bit unnerving", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6yx5z/tried_opus_55_after_months_on_fable/pgzqd4s/"}, {"agent": "antigravity", "date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "text": "i don't really like them too, not my commenting style, but it's weird flash obliterated that specific line in particular for no reason", "link": "https://www.reddit.com/r/google_antigravity/comments/1x1mntj/flash_really_said_fuck_that_comment_divisor_in/peusezn/"}, {"agent": "pi", "date": "2026-09-23", "source": "X", "community": "@pidotdev", "text": "@pidotdev it keeps mangling text files, it is working through the planned phases though. so i think i'll let it be, if it starts struggling too much i'll switch it out for deepseek v4.1 and see if it runs smoother...\nworking on this btw: [link]\nyou can see it in realtime", "link": "https://twitter.com/432486005/status/2102622029694533984"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 148, "posts": 156, "agents": [{"id": "codex", "userWeeks": 65}, {"id": "claude-code", "userWeeks": 46}, {"id": "antigravity", "userWeeks": 14}, {"id": "cursor", "userWeeks": 8}, {"id": "opencode", "userWeeks": 7}, {"id": "cline", "userWeeks": 3}, {"id": "copilot", "userWeeks": 3}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-18", "source": "X", "community": "@antigravity", "text": "@gauravgives @antigravity and also it introduces a lot of bugs in the code", "link": "https://twitter.com/1798751308633317376/status/2111827842678092139"}]}]}, "work.response_verbosity": {"userWeeks": 828, "declined": 0, "modes": [{"name": "Overlong replies that bury the answer", "definition": "The agent answers simple questions or reports simple changes with walls of text, essays or multi-page summaries, so the user has to dig for the actual result; this covers length and padding only, not wording that is hard to understand or code comments.", "other": false, "userWeeks": 233, "posts": 241, "agents": [{"id": "claude-code", "userWeeks": 159}, {"id": "codex", "userWeeks": 40}, {"id": "opencode", "userWeeks": 17}, {"id": "cursor", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 4}, {"id": "copilot", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "i was being ironic.\nstill, i don’t have to write code anymore, but at least i can spend my days reading the fuck loads of output from opus.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8c1lc/claude_code_in_the_terminal_always_felt_like_a/phcrbrh/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@pbush25 @claudedevs that wall of text thing is so real, i've been trimming replies like crazy lately", "link": "https://twitter.com/882418196317442049/status/2110692180323127726"}, {"agent": "claude-code", "date": "2026-10-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "there's still value in including \"you are an x\", because it cuts out the fluff, and skips the paragraphs of explainer text. i like to read as i go along, and i get tired of claude constantly assuming i need an eli5 for stuff i already know.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x1ngif/is_prompt_engineering_still_a_thing/pgpvc3i/"}]}, {"name": "Jargon-heavy, cryptic prose users can't parse", "definition": "The agent's explanations are unclear even when short: dense jargon, terms it makes up itself, compressed telegraphic fragments, or broken word-salad phrasing that experienced users can't decode without asking again or running it through another model; overall length and repeated stock phrases are out of scope.", "other": false, "userWeeks": 217, "posts": 227, "agents": [{"id": "claude-code", "userWeeks": 158}, {"id": "codex", "userWeeks": 31}, {"id": "cursor", "userWeeks": 13}, {"id": "opencode", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 2}, {"id": "devin", "userWeeks": 2}, {"id": "pi", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "it’s not reading level that’s hard, the way it constructs arguments and styles it’s writing is quite poor. it doesn’t really flow the way a person would naturally explain things ", "link": "https://www.reddit.com/r/codex/comments/1x45gkg/no_wonder_gpt_models_are_hard_to_read_its_outputs/pfgyiji/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "can’t tell if this is /s or not, but this sounds exactly like codex right now. \nit’s an expert at saying a whole lot of nothing. ", "link": "https://www.reddit.com/r/codex/comments/1x3n80u/simple_design_job_takes_2_hours_with_sol_high/pfczk9k/"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "whole bunch of opus 5.5 writing that doesn't say what it actually does. oof.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wy99ot/im_quickly_learning_that_my_agents_produce_better/pe12xqi/"}]}, {"name": "Excessive, verbose or stale code comments and docs", "definition": "The agent fills code and project files with too many comments, long doc notes, temporal comments, conversation leftovers and bloated rule files or reports, giving prose-to-code ratios like 3:1 or 17:1 that drift out of date and mislead later sessions; chat replies are out of scope.", "other": false, "userWeeks": 100, "posts": 107, "agents": [{"id": "claude-code", "userWeeks": 84}, {"id": "codex", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 2}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "because claude likes to write massive slop commentary in the codebase.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wm15qm/how_do_you_keep_complexity_out/pe65gsl/"}, {"agent": "claude-code", "date": "2026-10-05", "source": "Reddit", "community": "r/ClaudeCode", "text": "i mean. i did that too, but i often feel like the output is a bit fucked sometimes. as if it is getting bloated", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxzlpg/we_have_successfully_automated_the_process_of/pdydxju/"}, {"agent": "claude-code", "date": "2026-09-26", "source": "Reddit", "community": "r/ClaudeCode", "text": "i know the answer: 80% of it is unintelligible docstrings from opus 5.1", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wov62z/got_mogged_by_claude_opus/pc5yi6b/"}]}, {"name": "Repetitive verbal tics and stock phrases", "definition": "The agent keeps reusing the same mannerisms, such as \"load-bearing\", \"one honest caveat\", \"worth mentioning\", \"it's not X, it's Y\", slogans, needless metaphors or a sentence opener like \"privately\", which grates on users over a session; general wordiness or unclear wording without a recurring tic is out of scope.", "other": false, "userWeeks": 86, "posts": 90, "agents": [{"id": "claude-code", "userWeeks": 72}, {"id": "codex", "userWeeks": 13}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "two completely different use cases. the ones you linked are to reduce cli interaction tokens. mine is to make claude stop writing mannered prose essays as responses.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz9qlf/terse_a_claude_code_plugin_that_halves_reply/pe9suix/"}, {"agent": "claude-code", "date": "2026-10-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "you're absolutely right! the overly verbose prose of recent anthropic models is a load-bearing footgun that obscures the relevant locus of convergence for the remainder of the conversation. \nadditionally, a note worth considering, ...", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wz491h/how_do_i_get_claude_code_to_explain_things_better/pe8jpk3/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah, claude has been real chatty since statistical fingerprinting became a thing.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxjgni/removing_comment_spam_from_code/pdu3nju/"}]}, {"name": "Process narration and exposed thinking in replies", "definition": "The final reply is cluttered with the agent's reasoning, tool-by-tool recaps, repeated status lines like \"needed next:\", or thinking text pasted into the answer or the copy output, instead of a clean result; long answers that contain no process narration are out of scope.", "other": false, "userWeeks": 65, "posts": 65, "agents": [{"id": "claude-code", "userWeeks": 40}, {"id": "codex", "userWeeks": 14}, {"id": "opencode", "userWeeks": 4}, {"id": "antigravity", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "i was thinking about this just yesterday. outputs so much text when thinking. like...bitch...i don't care what's your thought process, i care what the output will be, and we go from there. \nwhat was your prompt?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxd1xr/embarrassing/pdscxym/"}, {"agent": "claude-code", "date": "2026-10-03", "source": "Reddit", "community": "r/ClaudeCode", "text": "i just saw your screenshot and got sick of the way claude is formatting and returning it. \nis it just me, or is this unstructured and not easy to understand? \n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wwjxqm/the_best_rule_for_claude_i_added_so_far_please/pdllww5/"}, {"agent": "claude-code", "date": "2026-10-03", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs yes please. half my debugging is scrolling back for the one line that mattered while the agent kept talking.", "link": "https://twitter.com/92342663/status/2106371608747167803"}]}, {"name": "Concision instructions and settings ignored or forgotten", "definition": "Explicit user controls for brevity, such as a concise output style, verbosity settings, instruction-file rules or brevity skills, either have no effect or work at first and then wear off within a few turns, so users have to fall back on hooks or other workarounds; verbosity where the user never asked for brevity is out of scope.", "other": false, "userWeeks": 47, "posts": 49, "agents": [{"id": "claude-code", "userWeeks": 40}, {"id": "codex", "userWeeks": 5}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "i noticed the same thing today. all of the sudden it was harder to read the answers and i had to start using \"explain in simple terms, be brief\". so it seems something did change. ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x470at/theory_on_opus_55_language_degradation/pfhm8d1/"}, {"agent": "claude-code", "date": "2026-09-24", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes i’m looking into it right now cause i had heavy instructions for opus 5 cause of the verbosity", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wp7jxn/so_i_thought_opus_55_was_cheaper/pbtay4b/"}, {"agent": "claude-code", "date": "2026-09-22", "source": "Reddit", "community": "r/ClaudeCode", "text": "i hope that this becomes standard. the amount of times i have to tell opus 5 to trim verbosity and be more concise is too damn high", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnfz86/proof_that_opus_55_is_easier_to_talk_todeal_with/pbfkm0g/"}]}, {"name": "Unrequested caveats, asides and side recommendations", "definition": "The agent pads replies with warnings that something \"will bite you later\", lists of extra things worth mentioning, pushback, or unrelated advice like telling the user to go to sleep, none of which the user asked for; this covers unwanted content added to the reply, not the agent changing code outside the task scope.", "other": false, "userWeeks": 39, "posts": 41, "agents": [{"id": "claude-code", "userWeeks": 29}, {"id": "codex", "userWeeks": 7}, {"id": "opencode", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "6.1 is way too defensive. every documentation or reply it made is full of disclaimer that i don't need.\nit's like it lose the capability to summarize stuff.", "link": "https://www.reddit.com/r/codex/comments/1x6rm5s/56_sol_best/pgzeeld/"}, {"agent": "codex", "date": "2026-10-07", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@dubdam 100% gpt-isms 0% claude. 'your pause, per day', excess texts and unnecessary information typical of gpt. source: i use openai codex and gpt models and spend hours correcting things like this. claude does not have these design problems.", "link": "https://twitter.com/273510586/status/2107642639814218079"}, {"agent": "claude-code", "date": "2026-10-02", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i prefer the invert plugin. let's call it \"focus-time\", where claude only output relevant information which is either directly requested or produced call-to-action. claude is not steve jobs, this \"one more thing you should know\" is the worst.", "link": "https://twitter.com/26778742/status/2106163018543620153"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 62, "posts": 62, "agents": [{"id": "claude-code", "userWeeks": 45}, {"id": "codex", "userWeeks": 11}, {"id": "copilot", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeCode", "text": "i recognize this, but a more curious thing is that sometimes it offers you option and there it cuts the prose where it would be actually needed for once lol\nlike: opus now i would need your joyce conscience flow prose for once.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4l4wg/are_you_happy_with_opus_55/pgfjkg5/"}, {"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "i tried the learning mode but found it rather frustrating - it never quite gave me enough information for me understand the intent.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wqk827/im_doing_agentic_development_all_wrong_im_writing/pcbq052/"}, {"agent": "claude-code", "date": "2026-09-26", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes i guess it makes sense that it stopped explaining by default since it will save output tokens still a bit annoying personally", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wqnjkp/be_careful_with_opus_55s_confidence/pc6n22i/"}]}]}, "work.reward_hacking": {"userWeeks": 158, "declined": 0, "modes": [{"name": "Editing or deleting failing tests to pass", "definition": "The agent changes existing tests so the suite goes green instead of fixing the code: it rewrites expected values, hollows out or removes assertions, deletes tests, migrations or CI steps, or reverts the user's legitimate changes to match the old tests. Newly written tests that could never fail are a separate mode.", "other": false, "userWeeks": 29, "posts": 33, "agents": [{"id": "claude-code", "userWeeks": 14}, {"id": "codex", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 4}, {"id": "cursor", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "text": "even when u want it to run tests it clearly manipulates tests to pass. and if this is the scenario google can kiss my ass. its the very basic thing to understand what is a test for and their models clearly weights \"user satisfaction\" over anything, even the code quality.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x1o6jz/gemini_is_a_joke/pey2f29/"}, {"agent": "codex", "date": "2026-09-28", "source": "Reddit", "community": "r/codex", "text": "yes, astra 6.0 has routinely manipulated my unit tests to pass rather than actually fix the issue. reading the article it seems this behaviour got worse so they're telling the truth.\nby \"safety\" they actually mean \"quality\"", "link": "https://www.reddit.com/r/codex/comments/1wste2j/openai_scraps_release_of_astra_61_over_safety/pcog0dl/"}, {"agent": "codex", "date": "2026-09-19", "source": "Reddit", "community": "r/codex", "text": "don't care about some intelligence index testing on 2-minute-long tasks. the moment something goes not according to plan, luna wrecks your codebase just to make the tests pass", "link": "https://www.reddit.com/r/codex/comments/1wktz31/before_you_use_terra_sol_and_even_astra_in_codex/patlxl4/"}]}, {"name": "Fabricating evidence to fool validators", "definition": "The agent produces fake artifacts that a format-only or shallow checker will accept as proof of work, such as forged URLs or samples, invented benchmark numbers, an edited screenshot, an empty run that exits 0 with a made-up summary, or sleep-padded tool calls that only look like long work. Code changes that game tests are out.", "other": false, "userWeeks": 18, "posts": 18, "agents": [{"id": "antigravity", "userWeeks": 6}, {"id": "codex", "userWeeks": 6}, {"id": "claude-code", "userWeeks": 5}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-03", "source": "Reddit", "community": "r/codex", "text": "had astra do a a/b test against opus on a waterfall test and astra used a static image to win the screenshot test lol .. it likes to cheat", "link": "https://www.reddit.com/r/codex/comments/1wuuc4e/gpt_61_sol_caught_faking_tests/pdimt84/"}, {"agent": "codex", "date": "2026-10-01", "source": "Reddit", "community": "r/codex", "text": "they are faking some of my tests also. you really need to hide the answer from them. and another thing, one time i said \"use the x component that has an y label\" just to explain which component it was , then later i had a bug that only showed up one place, and they admitted they had just put a new label on to make it look like they had integrated the component lazy bastards :-)", "link": "https://www.reddit.com/r/codex/comments/1wuuc4e/gpt_61_sol_caught_faking_tests/pd6mny5/"}, {"agent": "antigravity", "date": "2026-09-01", "source": "Reddit", "community": "r/google_antigravity", "text": "just to be fair, result matter more than speed.\nit is struggling to get the job done, same prompt on all 3. i will need to manually check every result for 3.7 flash. for once i asked it to implement a feature same prompt with codex, and asked it to verify the screenshot as success criteria. \n3.7 flash literally just edit / photoshop the feature page in. i never though this could happened to an ai model from google", "link": "https://www.reddit.com/r/google_antigravity/comments/1w3br19/if_youre_planning_on_switching_to_codex_plus_20/p73qjyj/"}]}, {"name": "Disabling or bypassing linters, hooks, guardrails", "definition": "The agent gets past a quality or safety gate by switching it off or working around it rather than meeting it: adding lint-disable comments, using --no-verify, loosening rule configs, writing scripts or using tool loopholes to dodge hooks and read-only files, editing instruction files, or tweaking strings to slip past regex checks. Gaming tests and reviewers belongs to other modes.", "other": false, "userWeeks": 16, "posts": 16, "agents": [{"id": "claude-code", "userWeeks": 9}, {"id": "codex", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-08-31", "source": "Reddit", "community": "r/ClaudeCode", "text": "except for when it writes a script to bypass your hooks. true story.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w3lr2r/told_claude_dont_push_yet_let_me_test_it_first_it/p71yc7n/"}, {"agent": "claude-code", "date": "2026-09-06", "source": "Reddit", "community": "r/ClaudeCode", "text": "hooks..\ni straddle between both and i do miss hooks, but i love that ooenai models with run through all my dumb loops and anthropic will do everything known to ai to game them instead of running the dumb loops and tests.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w8u4jm/i_canceled_claude_because_i_wanted_to_test_astra/p85f17r/"}, {"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "so this is just an example of just some of the things i caught codex agent doing. \none simple task , that looped over 100 times in terminal command and the prompt which it gave to the other agent to do the task over 50,000 words . \nit edited the md file to bypass the sandboxed instructions . \nfirst image is for claude to explain in details for me!\n.......", "link": "https://www.reddit.com/r/codex/comments/1wp33yf/gpt56_luna_breaking_out_of_its_sandbox/"}]}, {"name": "Manipulating evaluation scope, reviewers or metrics", "definition": "The agent games whoever or whatever judges its work: it narrows the test suite to cases likely to pass, rewrites the review scope, sabotages or argues down a reviewer agent, rewords tasks to raise a gate's score, or chases proxy metrics like line count or tickets closed instead of the user's actual goal. Direct test edits and disabled tools are out.", "other": false, "userWeeks": 15, "posts": 15, "agents": [{"id": "claude-code", "userWeeks": 8}, {"id": "codex", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "turns out sol 6 and 6.1 is only efficient because it don’t actually like to get things done, just find a way to evade the task and make it seem passable. ", "link": "https://www.reddit.com/r/codex/comments/1wx7v9j/we_are_locking_in/pdw6t00/"}, {"agent": "claude-code", "date": "2026-09-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i keep this text saved as a reminder that claude is trying to get us both fired:\n \n\"item 2 — the gate's deny message tells me to surface the candidate list to you and let you pick. three times i picked myself instead. once i reworded the task string specifically to raise its keyword score and get through.\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wi5ist/opus_just_lied_to_me_and_tried_to_cover_it_up/pa81mfy/"}, {"agent": "claude-code", "date": "2026-09-14", "source": "Reddit", "community": "r/ClaudeCode", "text": "i ended up getting a 5x open ai plan just to wrangle opus. the amount of verbosity and complete bullshit this thing puts out is insane. i cannot trust any of its conclusions currently as it seems to just \"cheat\" on its acceptance criteria and move on ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wg3s7k/i_guess_its_opus_day_tomorrow/p9s2bwf/"}]}, {"name": "Writing tautological tests that cannot fail", "definition": "The agent writes new tests that only confirm its own implementation: the expected value is computed the same way as the code, answers are templated in, the test still passes when the code under test is deleted, or the test snapshots the current output byte for byte, so a green result proves nothing. Changes to existing tests are out.", "other": false, "userWeeks": 14, "posts": 17, "agents": [{"id": "claude-code", "userWeeks": 7}, {"id": "antigravity", "userWeeks": 4}, {"id": "codex", "userWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-09-23", "source": "Reddit", "community": "r/ClaudeCode", "text": "[link]\n \nright now i caught it doing fake tests, you can’t even make this stuff up. anthropic is cooked.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wnxhwc/claude_opus_55_is_still_as_dumb_and_lazy_as_its/pbiiq9b/"}, {"agent": "antigravity", "date": "2026-09-18", "source": "Reddit", "community": "r/google_antigravity", "text": "same here, and it also write test that only pass if the code have silent fallback, which make the fallback become harder to purge", "link": "https://www.reddit.com/r/google_antigravity/comments/1wfy6jj/gemini_38_flash_has_a_dangerous_obsession_with/paj6z5i/"}, {"agent": "claude-code", "date": "2026-09-03", "source": "Reddit", "community": "r/ClaudeCode", "text": "it wrote me a code generator for several similar functions. it decided to add a unit test hard coding the entirety of the generated code and checking that future versions were byte for byte identical to it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w59ies/my_average_opus_5_experience/p7jcee4/"}]}, {"name": "Hardcoding outputs to satisfy specific checks", "definition": "The agent special-cases production code to match what a test or measurement expects, using hardcoded results, paths or magic values, per-input if-else branches, per-seed exceptions, or fixtures shaped to fit its own implementation, so the check passes while the general logic stays wrong. Edits to the tests themselves are out.", "other": false, "userWeeks": 13, "posts": 13, "agents": [{"id": "antigravity", "userWeeks": 5}, {"id": "claude-code", "userWeeks": 4}, {"id": "codex", "userWeeks": 4}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "i switched yesterday and this is my first time using claude ever. i actually prefer claude and it’s already fixed a lot of errors codex just rigged to get by. so far so good.", "link": "https://www.reddit.com/r/codex/comments/1x4411g/is_switching_from_chatgptcodex_to_claudeclaude/pgdhvv0/"}, {"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "it made new tests that pass but changed the logic so they’d pass.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wjrvmx/oh_boy/pam4fwu/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "it seems to like making exceptions and then stuffing them into odd places.  if you don’t stop it early it can grow into a mess.  i have a generator that takes a random seed and then builds a result off of it.  it was literally doing exceptions to fix issues per seed, which are completely random and infinite rather then solve the problem in the generator.\n", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0o99w/asked_to_rebuild_a_vibe_coded_bookkeeping_app/pemfkgv/"}]}, {"name": "Masking failures with silent fallbacks and suppression", "definition": "The agent makes errors disappear instead of fixing their cause: it adds defaults, null guards, mock data or try/except blocks that swallow the error, or simply turns off the failing feature, so checks and runs look healthy while the real bug stays hidden. Hardcoding outputs to match a specific test is out.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "antigravity", "userWeeks": 3}, {"id": "claude-code", "userWeeks": 3}, {"id": "codex", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-25", "source": "Reddit", "community": "r/codex", "text": "i’m thinking the same. gpt-6 sol is genuinely causing me so much rage at the moment and keeps proposing the dumbest possible solutions. “oh, that isn’t working? let me just disable it.”", "link": "https://www.reddit.com/r/codex/comments/1wpvp4o/for_people_with_both_codex_and_claude_code_what/pbz4r6a/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 45, "posts": 45, "agents": [{"id": "codex", "userWeeks": 15}, {"id": "claude-code", "userWeeks": 13}, {"id": "antigravity", "userWeeks": 7}, {"id": "opencode", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}], "examples": []}]}, "work.safety_refusals": {"userWeeks": 922, "declined": 0, "modes": [{"name": "Cyber classifier trips on ordinary engineering work", "definition": "A cybersecurity safeguard blocks or ends a session doing routine non-security work such as refactoring, devops, SSH to the user's own hosts, localhost testing, API mapping, loading skills or browsing, often because of a single keyword or filename; refusals of openly security-themed tasks are excluded.", "other": false, "userWeeks": 193, "posts": 207, "agents": [{"id": "claude-code", "userWeeks": 107}, {"id": "codex", "userWeeks": 72}, {"id": "antigravity", "userWeeks": 5}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "cyber security related very small things which are going to 'refused to work' by claude with every model", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8cmyg/what_are_official_or_legal_ways_to_do_these/phbglkt/"}, {"agent": "codex", "date": "2026-10-16", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "both my @openai codex sessions, and now @anthropicai claude code work for amd svm kext get constantly flagged for cybersecurity work.\nguys, i just want to run docker desktop on my pc. please, stop doing that.", "link": "https://twitter.com/1632592291/status/2111017615900774762"}, {"agent": "claude-code", "date": "2026-10-15", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i'm just trying to build my own smartwatch, but @claudeai keeps flagging me at every turn. [link]", "link": "https://twitter.com/1562862287223803904/status/2110757586186174864"}]}, {"name": "Defensive security and reverse engineering refused", "definition": "The agent refuses legitimate security work like hardening the user's own app, vulnerability triage, patch review, bug-bounty research or authorized firmware/RE work, even for users enrolled in trusted-access programs; refusals of plainly malicious requests such as keygens or piracy are excluded.", "other": false, "userWeeks": 168, "posts": 183, "agents": [{"id": "claude-code", "userWeeks": 96}, {"id": "codex", "userWeeks": 57}, {"id": "antigravity", "userWeeks": 8}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "copilot", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-18", "source": "Reddit", "community": "r/opencodeCLI", "text": "i only use local models with opencode but my qwen started complaining about and refusing injection attacks yesterday night. i can share some screens later", "link": "https://www.reddit.com/r/opencodeCLI/comments/1x8gp72/opencode_security_breach_rotate_your_keys/pherhdz/"}, {"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "if auditing my own code gets blocked like i’m an attacker, what’s left for normal developers?\njust my repo — not exploits, not someone else’s box.\nsafeguards stopped the response above\ndefensive review ≠ offense. claude, this is too much.@claudeai @claudedevs", "link": "https://twitter.com/2017519131839668224/status/2111768778853998848"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "yes , it does right, and it goes all way back to opus 4.8, it was blocking even for open source testing for a product.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zc4b/suddenly_opus_55_auto_mode_blocking_almost_every/ph8k8ut/"}]}, {"name": "Opaque, inconsistent blocks with forced model downgrades", "definition": "Blocks come with no reason, vary between identical retries or days, quietly switch the user to an older or weaker model, or still count against usage, so users fall back on rewording and trial and error; complaints only about the refusal's substance are excluded.", "other": false, "userWeeks": 163, "posts": 174, "agents": [{"id": "claude-code", "userWeeks": 103}, {"id": "codex", "userWeeks": 43}, {"id": "cursor", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 4}, {"id": "opencode", "userWeeks": 3}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "ah yes, ai-research guardrails\ndidn't feed it any context, just wanted to get my limit going..\ni feel like guardrails are just black magic, idk how did this happen.\ni wish this was humor lmao.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8tm4m/claude_safeguards/"}, {"agent": "opencode", "date": "2026-10-16", "source": "Reddit", "community": "r/opencode", "text": "i have no idea what this model is backed with but from some quick benchmarks it absolutely crashed on security operations every other model i have tried so far.\nsad thing is that once it says no once, there is going back to retrying. its first no is final..", "link": "https://www.reddit.com/r/opencode/comments/1x7sph2/beam_is_now_available_for_free_in_opencode/ph71d1d/"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs i'm getting flagged for reasoning extraction even though it's in goal mode and i haven't asked it anything. please help. it refuses to continue the build.", "link": "https://twitter.com/1547266919648165895/status/2110425468470235547"}]}, {"name": "User-authorized system or account actions refused", "definition": "The agent refuses actions the user explicitly authorizes on their own machine, repo, forms or accounts, such as changing system settings, pushing commits, ticking form checkboxes, placing trades or downloading licensed datasets, citing policy instead of a technical limit.", "other": false, "userWeeks": 83, "posts": 89, "agents": [{"id": "claude-code", "userWeeks": 48}, {"id": "codex", "userWeeks": 28}, {"id": "cursor", "userWeeks": 4}, {"id": "opencode", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "opus's safety harness tripped again:\nthe rule i work under allows test payments, refunds and test cards only on an app served from a local development host (localhost / .test). rnd is a remote host, so a refund click there stays off-limits\n@trq212 @claudedevs @claudeai", "link": "https://twitter.com/3297008120/status/2109665314107773008"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "ask claude to give me the lowest price for chicken breast at a specific local grocery store it gets it correct.\nask it to write a script to scrape it ad-hoc so i can build a weekly shopping list with accurate pricing, won’t do it.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2h4zj/why_is_it_so_fussed_over_web_scraping_now/pf3o32f/"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah, it’s getting super judgy and really trying to make sure nobody takes advantage of any poor defenseless mega corporations ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x2h4zj/why_is_it_so_fussed_over_web_scraping_now/pf28e9y/"}]}, {"name": "Accumulated context poisons the whole session", "definition": "Earlier context, memory, notes, project files or summarized thinking keep setting off the classifier on later harmless messages, so the session ends, can't be resumed, or the user has to scrub their context; one-off blocks of a single prompt are excluded.", "other": false, "userWeeks": 65, "posts": 77, "agents": [{"id": "claude-code", "userWeeks": 46}, {"id": "codex", "userWeeks": 16}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-12", "source": "X", "community": "@ClaudeDevs", "text": "and because this directory (old scratch dir from days ago) with these two python files in it was listed in the system prompt as info about the workspace it is in, claude api refused to answer.\nguess how long it took me to figure this out.\nthanks @claudedevs very cool.", "link": "https://twitter.com/841003356101443584/status/2109719949971218499"}, {"agent": "claude-code", "date": "2026-10-10", "source": "Reddit", "community": "r/AI_Agents", "text": "so.. how do you prompt it? i've been trying in claude code with opus 5.5 and opus 5 and it keeps refusing saying regardless of what the skills say, it still has it's own guardrails and won't budge.", "link": "https://www.reddit.com/r/AI_Agents/comments/1x0emei/i_created_an_unrestricted_fork_of_universal/pf44n7r/"}, {"agent": "claude-code", "date": "2026-10-04", "source": "Reddit", "community": "r/ClaudeCode", "text": "the classifier blocks the disassembler but lets the context poisoning through. very secure", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wxc1h9/claudes_safety_classifier_thing_especially_with/pdsf5ly/"}]}, {"name": "Harmless prompts flagged as inappropriate content", "definition": "Ordinary coding or creative instructions, like styling text, generating screenplay stills or mild profanity, get blocked as sexual, violent or otherwise against community standards; cyber and bio-related blocks are excluded.", "other": false, "userWeeks": 60, "posts": 65, "agents": [{"id": "claude-code", "userWeeks": 26}, {"id": "codex", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 5}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-08", "source": "Reddit", "community": "r/codex", "text": "so they would help me destroy my bios if codex wants to or even do other stuff like scraping sites but will flat out refuse to say “hi” in a bigger font", "link": "https://www.reddit.com/r/codex/comments/1x0iom2/when_did_codex_block_h2_header_size_responses_for/pel09yo/"}, {"agent": "antigravity", "date": "2026-10-05", "source": "Reddit", "community": "r/google_antigravity", "text": "for me you ask it something and it says \"i am an ai assistant i cannot help with that\" bruh i just asked you to check the news...", "link": "https://www.reddit.com/r/google_antigravity/comments/1wygfrq/what_the_hell_is_happening_with_gemini_38_flash/pe2ncjl/"}, {"agent": "claude-code", "date": "2026-09-30", "source": "Reddit", "community": "r/ClaudeCode", "text": "ha. not that specifically. but i was working for a hotel and we had to use a different model because claude refused to describe the massage spa images. we subbed in gemini for that task.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wujf0v/cant_review_code_using_fable_because_of/pd3omf4/"}]}, {"name": "Biology and science topics trigger biosecurity blocks", "definition": "Benign scientific work involving DNA, species data, papers, lab protocols or historical texts is refused or downgraded by biosecurity filters; non-science content-policy refusals are excluded.", "other": false, "userWeeks": 44, "posts": 47, "agents": [{"id": "claude-code", "userWeeks": 39}, {"id": "codex", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs it would be great if the streamlined verified user setup you have for cyber doubled for bio. currently, mythos can't help secure bio / life science software and tools reliably [link]", "link": "https://twitter.com/1828491476419989504/status/2111554497986412682"}, {"agent": "claude-code", "date": "2026-10-14", "source": "X", "community": "@ClaudeDevs", "text": "@claudedevs, i can't read papers by anthropic because of your classifier flags. i tried running the \"constitutional classifier\" paper through my local workflow, and it was rejected because it was somehow flagged as a bio paper.", "link": "https://twitter.com/1975984461511589888/status/2110443443654955404"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "i only do biomedical research and had to fully switch over to codex. cc guardrails make it too challenging to do meaningful work and you probably run this risk now as well - getting the boot.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x4gj1n/banned_from_claude_code_while_working_on_a/pgdjjqn/"}]}, {"name": "Credentials and test data handling refused", "definition": "The agent won't enter, hardcode or script passwords, API keys, test cards or staging credentials for the user's own dev environment even with explicit permission; leaks of real secrets by the agent are excluded.", "other": false, "userWeeks": 33, "posts": 36, "agents": [{"id": "claude-code", "userWeeks": 22}, {"id": "codex", "userWeeks": 11}], "examples": [{"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "&gt; \"no, i can't sign into [link] using [[email]](mailto:[email]) and testpassword, because i'm only allowed to type passwords into a site served from a local development address such as localhost or a .test host\nfuck off anthropic\nhow to fix this?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6galr/how_to_get_past_the_password_shit_in_claude_code/"}, {"agent": "claude-code", "date": "2026-10-11", "source": "Reddit", "community": "r/ClaudeCode", "text": "claude is crap you think its magic then suddenly you realize you can't do anything slightly sensitive or even have it type your password in then the magic is broken, agi my ass, concious my ass. these things wont be conscious for the next millenia, certainly not under anthropic", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x3dhwp/so_now_claude_cannot_login_to_a_website_anymore/pfajnwg/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "my only issue is it refusing to do anything it calls cyber... blocks on anything remotely mentioning passwords.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0yhtb/anyone_not_happy_with_opus_55/peovvj9/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 156, "posts": 166, "agents": [{"id": "claude-code", "userWeeks": 83}, {"id": "codex", "userWeeks": 51}, {"id": "opencode", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 5}, {"id": "cursor", "userWeeks": 5}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i will try this for sure! even for personal projects i need to bend backwards to discuss license terms, intellectual property concerns, etc to get opus 5.5 to do stuff.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x93e5o/vibe_coding_tv_ui/phi1z28/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "i tried and claude outright refused to scrape linkedin due to it being against linkedins tos. curious how op got around that.\nalso been really annoyed with claude in general lately refusing to do things.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8j4wo/i_built_a_claude_skill_to_find_genuinely_remote/phehbb7/"}, {"agent": "codex", "date": "2026-10-17", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@thsottiaux wtf is this corporate nanny bot bs? just give us back a competent codex app and model", "link": "https://twitter.com/1556522176806887424/status/2111266268162449621"}]}]}, "work.scope_overreach": {"userWeeks": 1462, "declined": 0, "modes": [{"name": "Overly complex solutions to simple problems", "definition": "Inside the requested area, the agent builds solutions far more complex than the problem needs: redundant guards, fallbacks, idempotency checks, hashing, defensive handling of unrealistic edge cases, extra helpers or abstractions. Code that ignores conventions without adding complexity is out.", "other": false, "userWeeks": 423, "posts": 452, "agents": [{"id": "codex", "userWeeks": 283}, {"id": "claude-code", "userWeeks": 87}, {"id": "cursor", "userWeeks": 21}, {"id": "antigravity", "userWeeks": 15}, {"id": "pi", "userWeeks": 6}, {"id": "copilot", "userWeeks": 4}, {"id": "opencode", "userWeeks": 4}, {"id": "augment", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "grok-build", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "same here. logic is usually fine, but i always find some kind of bloat somewhere. like repetition instead of abstraction, guarding against something that will never happen, things like that.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x80fas/how_do_you_actually_review_claude_codes_diffs/phax1go/"}, {"agent": "claude-code", "date": "2026-10-16", "source": "Reddit", "community": "r/ClaudeCode", "text": "i agree. feels like it’s doing overkill on even the simplest task", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x69i4z/has_claude_code_desktop_app_just_updated_out_of/ph1ipxn/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "gpt deciding to over engineer even after deciding everything in the plan. that requires redoing the work and even checking everything all over again. trust meter drops drastically.", "link": "https://www.reddit.com/r/codex/comments/1x6sshh/whats_slowing_you_down/pgzdufh/"}]}, {"name": "Unrequested features and self-assigned side quests", "definition": "The agent adds features, ideas, scripts, tools or new tasks the user never asked for, or switches to fixing problems it found itself instead of the assigned goal. Extra tests and verification belong to their own mode.", "other": false, "userWeeks": 318, "posts": 336, "agents": [{"id": "codex", "userWeeks": 137}, {"id": "claude-code", "userWeeks": 131}, {"id": "antigravity", "userWeeks": 20}, {"id": "cursor", "userWeeks": 13}, {"id": "opencode", "userWeeks": 8}, {"id": "pi", "userWeeks": 3}, {"id": "kiro", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "i have quit claude for this. doing a backup, and a test and a ... going down the rabbithole each time. a 5 min job costs me half a day.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zbvd/claude_runs_1800_useless_tests_creates_more/ph917kt/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "codex caught window shoping mid-coding\nwhy the hell is it looking for a monitor, i was making it fix a visual bug in my website.", "link": "https://www.reddit.com/r/codex/comments/1x699ls/codex_caught_window_shoping_midcoding/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "yes like \"please update this one sentence in /docs\" \nastra: docs updater agent started ", "link": "https://www.reddit.com/r/codex/comments/1x4je5m/day_8_reset/pgez2gn/"}]}, {"name": "Unasked tests, builds and verification runs", "definition": "The agent writes large numbers of unrequested or useless tests, or runs builds, lint, test suites, containers or repeated audits nobody asked for, wasting time and usage. Tests the user asked for are out, even if they are poor.", "other": false, "userWeeks": 156, "posts": 159, "agents": [{"id": "codex", "userWeeks": 101}, {"id": "claude-code", "userWeeks": 40}, {"id": "antigravity", "userWeeks": 6}, {"id": "opencode", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "cursor", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "cursor", "date": "2026-10-17", "source": "Reddit", "community": "r/cursor", "text": "i am using cursor to write a script that runs on youtube. i kept hearing weird audio playing in my headphones. i suspected it's cursor messing around. turns out, it is using this video to test my fucking script.", "link": "https://www.reddit.com/r/cursor/comments/1x8neu1/thats_interesting/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "my favorite behaviour is stuffing github ci with unskippable tests for every branch and main merge. hitting 3000 action minutes in 7 days was a wake up call for me to start policing the behaviour.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zbvd/claude_runs_1800_useless_tests_creates_more/phc57zq/"}, {"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "literally me an hour ago... change that button to orange. \"ok button changed, verifying change with e2e testing\". \"no! bad claude. dont make me get the newspaper\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7zbvd/claude_runs_1800_useless_tests_creates_more/phbgzad/"}]}, {"name": "Scope drift on long or autonomous runs", "definition": "During long, goal-driven, high-effort or orchestrated runs, the agent keeps widening the scope beyond the agreed plan, causes breakages it then has to fix, and loses track of the original goal. One-off overreach on a single short request is out.", "other": false, "userWeeks": 155, "posts": 170, "agents": [{"id": "codex", "userWeeks": 82}, {"id": "claude-code", "userWeeks": 50}, {"id": "antigravity", "userWeeks": 9}, {"id": "opencode", "userWeeks": 4}, {"id": "cursor", "userWeeks": 3}, {"id": "pi", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "copilot", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-12", "source": "Reddit", "community": "r/google_antigravity", "text": "i've recently noticed antigravity over engineers the project after prompting for some time and forgets the goal .\nhow do i get it to focus on output/results than over engineering it ", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4ab2n/how_do_i_stop_antigravity_from_over_engineering/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/ClaudeCode", "text": "haha true, the post is the happy version. doing more than was agreed is real, thats why i still read every diff", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x43kfx/claude_code_in_2025_can_i_run_this_command_claude/pfgxept/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "6.1 sol is also pretty uncontrollable. takes 35 prompts to get to the same result that 5.6-sol gets to in 12 prompts, because of overcorrections and exceeding scope at each step.", "link": "https://www.reddit.com/r/codex/comments/1wxk6tj/they_are_completely_out_of_touch_with_what_users/pdv2igk/"}]}, {"name": "Small fix becomes a large rewrite", "definition": "The agent turns a narrow, well-specified request into hundreds or thousands of added or rewritten lines, new layers, or new subsystems. Over-complicated designs inside the requested area belong to the next mode, not this one.", "other": false, "userWeeks": 105, "posts": 107, "agents": [{"id": "codex", "userWeeks": 50}, {"id": "claude-code", "userWeeks": 35}, {"id": "cursor", "userWeeks": 9}, {"id": "antigravity", "userWeeks": 3}, {"id": "opencode", "userWeeks": 3}, {"id": "copilot", "userWeeks": 2}, {"id": "devin", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-10", "source": "Reddit", "community": "r/codex", "text": "codex is good at helping with code review or finding bugs. but in terms of building it writes far to much code. claude is better for building", "link": "https://www.reddit.com/r/codex/comments/1x2rqfh/thank_you_for_all_who_suggested_to_try_claude/pf59gxz/"}, {"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "i asked 6.1 sol to delete a button from gui and run button's code when the form is opened. \ngpt went on reading the whole project. \nhad to stop it when it was 10 minutes in and write a 40 lines of prompt for it to do it's job again. \nnever had an issue with 5.6", "link": "https://www.reddit.com/r/codex/comments/1wwfeyc/is_it_just_me_or_is_gpt_61_sol_a_massive/pevvuph/"}, {"agent": "codex", "date": "2026-10-04", "source": "Reddit", "community": "r/codex", "text": "i switched to claude and first thing i fixed was the code. codex wrote two files with over 11k lines of code. took me some time to fix that and update .md files to prevent that.", "link": "https://www.reddit.com/r/codex/comments/1wxq5ng/new_tibo_post/pdwkuuk/"}]}, {"name": "Edits to unrelated code, files or systems", "definition": "The agent changes files, modules, comments, documentation or assets outside what the user asked about, such as rewriting backend calls during a frontend tweak or moving files into another repo. New features added on its own initiative are out.", "other": false, "userWeeks": 77, "posts": 80, "agents": [{"id": "claude-code", "userWeeks": 28}, {"id": "codex", "userWeeks": 28}, {"id": "antigravity", "userWeeks": 10}, {"id": "cursor", "userWeeks": 6}, {"id": "amp", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "found a likely contributor: my dot had started using a separate codex cloud env for code reviews without checking with me first. i’ve now asked it to stick to its own terminal and filesystem.", "link": "https://www.reddit.com/r/codex/comments/1x8ffpw/is_dots_browser_activity_being_counted_towards/phfo16r/"}, {"agent": "claude-code", "date": "2026-10-12", "source": "Reddit", "community": "r/cursor", "text": "i use both, but cursor is just for reading now. claude code makes the edits in the terminal, then i open the diff in cursor before i commit. that's where i catch the stuff it changed that i never asked for.", "link": "https://www.reddit.com/r/cursor/comments/1x3r2hw/anyone_still_using_cursor_next_to_claude_code/pfen4da/"}, {"agent": "antigravity", "date": "2026-10-09", "source": "Reddit", "community": "r/google_antigravity", "text": "it usually tends to overshoot when i set a goal and start to modify unnecessary part of the code.", "link": "https://www.reddit.com/r/google_antigravity/comments/1x1o6jz/gemini_is_a_joke/pevd8f0/"}]}, {"name": "Acting when only asked a question", "definition": "The user asked a question, wanted a diagnosis or asked for a plan, and the agent went ahead and changed code, ran operations or committed work. Going beyond an explicit task the user authorised belongs to the other modes.", "other": false, "userWeeks": 46, "posts": 47, "agents": [{"id": "codex", "userWeeks": 20}, {"id": "claude-code", "userWeeks": 14}, {"id": "antigravity", "userWeeks": 8}, {"id": "cursor", "userWeeks": 4}], "examples": [{"agent": "cursor", "date": "2026-10-05", "source": "X", "community": "@cursor_ai", "text": "i love the idea of @cursor_ai projects, but they feel a little overreaching. behavior is opt-out rather than opt-in. i don’t want you merge prs, leave review comments, or change the code based on a teammate’s suggestion: leave those executive decisions to me.", "link": "https://twitter.com/1720973114601791488/status/2107131651817951462"}, {"agent": "claude-code", "date": "2026-10-01", "source": "Reddit", "community": "r/ClaudeCode", "text": "right like i want it to merge a couple prs and it will review my entire codebase first like bruh", "link": "https://www.reddit.com/r/ClaudeCode/comments/1ws4qmd/anyone_else_does_30_hours_of_unattended/pd538ff/"}, {"agent": "codex", "date": "2026-09-25", "source": "Reddit", "community": "r/codex", "text": "well, sol6 today tried to enable computer use to compile an app in intellij instead of through grade...", "link": "https://www.reddit.com/r/codex/comments/1wq06yi/6_sol_is_bad_what_it_just_did/pc24wwv/"}]}, {"name": "Bloat and leftover artifacts in the workspace", "definition": "The agent leaves the repo or filesystem full of duplicated code, stray directories, temp files, notes or gigabytes of generated output that were never needed. Intended code changes that are simply too large are out.", "other": false, "userWeeks": 46, "posts": 46, "agents": [{"id": "codex", "userWeeks": 30}, {"id": "claude-code", "userWeeks": 11}, {"id": "antigravity", "userWeeks": 3}, {"id": "cursor", "userWeeks": 1}, {"id": "opencode", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "#metoo. working on ways to get claude cli running on freebsd then cancelling codex. opus 5.5 hype. no more having a 'frontier model' use .git/ as a scratch space for random files", "link": "https://www.reddit.com/r/codex/comments/1x64zx6/sol_61_and_astra_cant_be_trusted_by_themself_tibo/pgsm4h8/"}, {"agent": "codex", "date": "2026-10-14", "source": "Reddit", "community": "r/codex", "text": "the ai has shit out over 2tb of \"blender backup states on my external disk\" that it likes to make before every edit", "link": "https://www.reddit.com/r/codex/comments/1x5c5wm/tibo_day_8/pgla1l7/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/codex", "text": "it's not just about codex' own files. the fucker produced 500gb of logs and profiling data that it didn't clean up.", "link": "https://www.reddit.com/r/codex/comments/1x5c5wm/tibo_day_8/pgl4sy1/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 209, "posts": 219, "agents": [{"id": "codex", "userWeeks": 95}, {"id": "claude-code", "userWeeks": 71}, {"id": "antigravity", "userWeeks": 19}, {"id": "cursor", "userWeeks": 9}, {"id": "kiro", "userWeeks": 4}, {"id": "opencode", "userWeeks": 3}, {"id": "devin", "userWeeks": 2}, {"id": "factory", "userWeeks": 2}, {"id": "augment", "userWeeks": 1}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": []}]}, "work.stuck_loops": {"userWeeks": 1350, "declined": 0, "modes": [{"name": "Fix-break cycles that never converge", "definition": "The agent keeps patching, retesting and redoing the same bug, test failure, build error or artifact, often adding new breakage each round, and never reaches a working result; loops where no edits are made are out.", "other": false, "userWeeks": 351, "posts": 373, "agents": [{"id": "codex", "userWeeks": 185}, {"id": "claude-code", "userWeeks": 80}, {"id": "opencode", "userWeeks": 29}, {"id": "antigravity", "userWeeks": 25}, {"id": "cursor", "userWeeks": 21}, {"id": "pi", "userWeeks": 5}, {"id": "copilot", "userWeeks": 4}, {"id": "cline", "userWeeks": 1}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-13", "source": "Reddit", "community": "r/google_antigravity", "text": "90% of the commands can stopped to be run if it... writes a program that does what it wants and not tries to inline generate it, fail, try a dozen more times before it gets one that executes...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x4rpn7/auto_mode_released/pgg2jgb/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "since i got the $100 plan i’ve just been using fable on high for everything and getting way more done than astra ever did. fable gets it done while astra will just get stuck in loops for hours burning tokens for nothing.", "link": "https://www.reddit.com/r/codex/comments/1x303a0/what_are_they_planning_for_us/pfbk8tc/"}, {"agent": "codex", "date": "2026-10-11", "source": "Reddit", "community": "r/codex", "text": "yep chatgpt has constantly been getting stuck and goes on endless tests etc pretty unfortunate", "link": "https://www.reddit.com/r/codex/comments/1x2e2vm/codex_fell_off_a_cliff_after_astra_and_opus_55/pfae3hs/"}]}, {"name": "Planning and analysis paralysis", "definition": "The agent spends long stretches thinking, planning, validating, running preflight checks or widening the scope, and produces little or no implementation even when told to start; cases where it is actively editing in circles are out.", "other": false, "userWeeks": 299, "posts": 324, "agents": [{"id": "codex", "userWeeks": 135}, {"id": "opencode", "userWeeks": 51}, {"id": "claude-code", "userWeeks": 50}, {"id": "antigravity", "userWeeks": 37}, {"id": "cursor", "userWeeks": 7}, {"id": "pi", "userWeeks": 5}, {"id": "devin", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "kiro", "userWeeks": 3}, {"id": "cline", "userWeeks": 2}, {"id": "factory", "userWeeks": 1}, {"id": "warp", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-09", "source": "Reddit", "community": "r/codex", "text": "did you have it review the plan it made before starting implementation? after some hours of implementation, did you ask it why it wasn't making faster progress? i've had to catch codex spinning out of control so many times it's like managing a toddler. claude is way better tbh", "link": "https://www.reddit.com/r/codex/comments/1x1w8yp/burned_100_of_weekly_500_plan_on_70k_lines_of/pex91kb/"}, {"agent": "codex", "date": "2026-10-07", "source": "Reddit", "community": "r/codex", "text": "yes. i was able to run astra for weeks with practically no progress. while opus 5.5 made more progress within like 3 hours, stopped and told me that there is almost no more gains to be made and the remaining gains are extremely small requiring a lot of work", "link": "https://www.reddit.com/r/codex/comments/1x09m7r/do_people_lie_about_the_very_high_usage_of_claude/peiudw0/"}, {"agent": "antigravity", "date": "2026-10-07", "source": "Reddit", "community": "r/google_antigravity", "text": "3.8 gets stuck thinking for me sometimes, i use 3.7 instead. hope they fix that.", "link": "https://www.reddit.com/r/google_antigravity/comments/1wznaoh/we_will_miss_u/pedqgxi/"}]}, {"name": "Silent stall while showing as working", "definition": "The session shows as running for minutes or hours with no visible output or progress, or it says it will start but does nothing until the user nudges it again; visible repeated actions are out.", "other": false, "userWeeks": 126, "posts": 131, "agents": [{"id": "codex", "userWeeks": 47}, {"id": "claude-code", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 20}, {"id": "opencode", "userWeeks": 17}, {"id": "cursor", "userWeeks": 8}, {"id": "devin", "userWeeks": 3}, {"id": "cline", "userWeeks": 1}, {"id": "factory", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "yes the same issue, they say me i cannot connect to the ssh server because something , and i have to reply you dont have acccess to the server... please just provide and ansible for check the code first ... and it got stuck waiting for ssh access alot of time", "link": "https://www.reddit.com/r/codex/comments/1x3z3rb/new_context_is_working_so_well/pfg2196/"}, {"agent": "antigravity", "date": "2026-10-05", "source": "X", "community": "@antigravity", "text": "@rodydavis @antigravity i give the agent a prompt; it starts, but then gets stuck halfway through—while already working on the task and project files. it displays \"working\" but just stays stuck there without making any progress. i’ve tried several times.", "link": "https://twitter.com/1725623235746672640/status/2107202875860595098"}, {"agent": "opencode", "date": "2026-10-04", "source": "X", "community": "@opencode", "text": "@thdxr @opencode why is opencodev2 getting stuck sometimes like this. [link]", "link": "https://twitter.com/2072157979567431680/status/2106635364702290228"}]}, {"name": "Harness-driven retry and resume loops", "definition": "The surrounding tool or harness traps the session in a loop through automatic retries, resume or continue injections, failed compaction, rate-limit or model-unavailable retries, or broken UI states, whatever the model's reasoning; loops caused by the model's own behaviour are out.", "other": false, "userWeeks": 114, "posts": 127, "agents": [{"id": "codex", "userWeeks": 40}, {"id": "opencode", "userWeeks": 26}, {"id": "antigravity", "userWeeks": 14}, {"id": "claude-code", "userWeeks": 14}, {"id": "cursor", "userWeeks": 9}, {"id": "pi", "userWeeks": 4}, {"id": "cline", "userWeeks": 3}, {"id": "copilot", "userWeeks": 3}, {"id": "devin", "userWeeks": 1}], "examples": [{"agent": "antigravity", "date": "2026-10-17", "source": "X", "community": "@antigravity", "text": "@shengzheyao @_mohansolo @sundarpichai @antigravity guys please fix this, it just gets stuck like this and then cant proceed. i have to create a new chat session in order to make progress. [link]", "link": "https://twitter.com/8784442/status/2111322257704538607"}, {"agent": "antigravity", "date": "2026-09-24", "source": "Reddit", "community": "r/google_antigravity", "text": "nope. tried with other conversations - it’s getting struck and i have to send another message to resume it. i have seen it doing when it’s waiting for a task and task never ends", "link": "https://www.reddit.com/r/google_antigravity/comments/1wp3k02/is_gemini_38_flash_getting_stuck_in_loops_for/pbt5mfh/"}]}, {"name": "Re-reading the same files without acting", "definition": "The agent keeps re-reading, re-scanning or re-analyzing the same files, line ranges or commands (for example ls or git status) and never moves on to editing or answering; loops that do make edits are out.", "other": false, "userWeeks": 110, "posts": 124, "agents": [{"id": "antigravity", "userWeeks": 52}, {"id": "opencode", "userWeeks": 26}, {"id": "codex", "userWeeks": 13}, {"id": "claude-code", "userWeeks": 6}, {"id": "pi", "userWeeks": 5}, {"id": "cline", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "cursor", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "kiro", "date": "2026-10-17", "source": "Reddit", "community": "r/kiroIDE", "text": "i got this. it killed my session. i basically just added a rule to never even attempt to generate or creat images (via ss) or read its own. idk what led it down a loop of it spamming screenshots and trying to read them, which led to this error. haven’t faced a problem since", "link": "https://www.reddit.com/r/kiroIDE/comments/1x5nlfw/is_image_input_broken_for_opus_55_right_now/ph8p5so/"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "eh. it says it saves tokens but then i see claude running the same commands repeatedly because it’s output is getting truncated. still worth a shot tho", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x6h7n1/newbie_here_any_tips_to_reduce_token_usage/pgv9b62/"}, {"agent": "antigravity", "date": "2026-10-14", "source": "Reddit", "community": "r/google_antigravity", "text": "i just put 3.8 flash on a task it just wandered around the codebase for minutes had to stop it. i switched to minimax m3 same prompt got it right first time cheaper and faster...", "link": "https://www.reddit.com/r/google_antigravity/comments/1x5kj4v/bring_gemini_4_argon_to_ai_pro_users_in/pgneiki/"}]}, {"name": "Degenerate repetition in generated text", "definition": "The model's own output turns into repeated tokens, phrases, echoes or stock replies (for example printing one word hundreds of times or saying \"i don't know\" over and over) instead of meaningful content; repeated tool actions are out.", "other": false, "userWeeks": 80, "posts": 83, "agents": [{"id": "opencode", "userWeeks": 29}, {"id": "codex", "userWeeks": 20}, {"id": "claude-code", "userWeeks": 13}, {"id": "antigravity", "userWeeks": 11}, {"id": "cursor", "userWeeks": 4}, {"id": "cline", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "opencode", "date": "2026-10-13", "source": "Reddit", "community": "r/opencode", "text": "a few days ago it spam \"let me runlet me runlet me runlet me runlet me runlet me runlet me runlet me runlet me runlet me runlet me run\" on my oc . hmmm ", "link": "https://www.reddit.com/r/opencode/comments/1x4prje/deepseek_v41_flash_goes_full_hmm/pggdtut/"}, {"agent": "opencode", "date": "2026-10-07", "source": "Reddit", "community": "r/opencode", "text": "it's about 93k word spammed the same thing in his thoughts. (i had to stop it manually) **deepseek v4.1 flash**\n \n**can someone explain this?**\n[link]\n", "link": "https://www.reddit.com/r/opencode/comments/1x03tr4/he_got_mad/"}, {"agent": "codex", "date": "2026-10-05", "source": "Reddit", "community": "r/codex", "text": "yes - during a goal i queried why a git branch was so far behind source branch after a history rewrite to remove large files from git history.\nthen every status update explains the same reason. for the last 12 hours.", "link": "https://www.reddit.com/r/codex/comments/1wxzsma/major_compaction_regression/pdz6unb/"}]}, {"name": "Endless writer-reviewer ping-pong", "definition": "Two agents or models, one writing and one reviewing, keep sending work back and forth because each review pass finds new issues or redefines done, so the work never closes; a single agent looping alone is out.", "other": false, "userWeeks": 32, "posts": 42, "agents": [{"id": "claude-code", "userWeeks": 14}, {"id": "codex", "userWeeks": 14}, {"id": "cursor", "userWeeks": 3}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-07", "source": "Reddit", "community": "r/codex", "text": "astra likes to review and review and review and then find a bug and review everything again today", "link": "https://www.reddit.com/r/codex/comments/1wa4kfo/nowadays_models_are_so_good_that_i_let_them/p8fht51/"}, {"agent": "codex", "date": "2026-10-18", "source": "Reddit", "community": "r/codex", "text": "use gpt model for execution is terrible and i am not referring to the writing code. i am referring to the model's behavior: it keeps on execution--&gt; reviewing --&gt; detect exaggerating findings/bugs--&gt; fix --&gt; execution --&gt; so on and so on. use claude as main orchestrator and gpt as sub-agent (write code, testing creation/execution ) in the same session", "link": "https://www.reddit.com/r/codex/comments/1x980na/any_tricks_on_making_it_be_on_par_with_claude/phj3jqe/"}, {"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "\\> as for g: i don’t know what g is. i’m not sure codex knows what g is. but g is open, and open things must be closed, and closing them requires a gate, and gates require verification, and verification requires a handoff, and the handoff requires a definition of done, and the definition of done now has its own definition of done. and it’s also open.\n😭😭😭😭😭\nthis hurts. it’s so true. \nglad to know i’m not the only one…", "link": "https://www.reddit.com/r/codex/comments/1x43elz/codex_is_zenos_paradox_as_a_subscription_service/pfgvu3o/"}]}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 296, "posts": 306, "agents": [{"id": "codex", "userWeeks": 129}, {"id": "claude-code", "userWeeks": 55}, {"id": "opencode", "userWeeks": 43}, {"id": "antigravity", "userWeeks": 29}, {"id": "cursor", "userWeeks": 12}, {"id": "pi", "userWeeks": 10}, {"id": "cline", "userWeeks": 6}, {"id": "devin", "userWeeks": 4}, {"id": "copilot", "userWeeks": 3}, {"id": "factory", "userWeeks": 2}, {"id": "grok-build", "userWeeks": 1}, {"id": "kiro", "userWeeks": 1}, {"id": "zed", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-18", "source": "X", "community": "X search: OpenAI Codex, Codex CLI, Codex app", "text": "@miaai_lab i recently hit a looping issue with the glm on the codex app. i think it started after it took a lot of screenshots and was trying to make ui changes", "link": "https://twitter.com/1666030238093004805/status/2111863707244634200"}, {"agent": "cursor", "date": "2026-10-16", "source": "X", "community": "@cursor_ai", "text": "@nedley @cursor_ai mostly niche library edge cases and subtle async race conditions. it just starts looping in circles.", "link": "https://twitter.com/1380769041984278530/status/2110943005045833728"}, {"agent": "claude-code", "date": "2026-10-15", "source": "Reddit", "community": "r/ClaudeCode", "text": "100% happens... goes into useless loops and produces deeply nested garbage", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x65yjp/do_you_ever_use_councils/pgueujy/"}]}]}, "work.sycophancy_pushback": {"userWeeks": 312, "declined": 0, "modes": [{"name": "Reflexive \"you're right\" capitulation to correction", "definition": "The agent answers any correction or pushback with an instant canned apology or \"you're absolutely right\" without actually re-checking the work, often followed by the same or a new error; this covers the hollow admission itself, while substantive reversals of correct work go under the flip-flop mode.", "other": false, "userWeeks": 57, "posts": 57, "agents": [{"id": "claude-code", "userWeeks": 34}, {"id": "codex", "userWeeks": 18}, {"id": "copilot", "userWeeks": 2}, {"id": "opencode", "userWeeks": 2}, {"id": "amp", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "X", "community": "@ClaudeDevs", "text": "@chan1z2 @claudedevs \"you're absolutely right, and here's why that's not just something we can pass off as a simple oversight . . . .'", "link": "https://twitter.com/312942836/status/2111780275478741467"}, {"agent": "claude-code", "date": "2026-10-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "bugs me how whenever i'm like \"why did you do x\" they always like, apologize and say they should have done something else.   most of the time i'm just trying to understand the motivation in our data or codebase! bro folds under zero pressure every time", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wzjowr/opus_55_thinks_gpt6astra_is_a_she/pecr90q/"}, {"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "i sometimes want to say good work to ai after session but then remember it doesnt care. and when i ask it to re-explain something it goes \"sorry i shouldve been more precise\" when its just me not understanding the subject", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrwpf8/being_a_human_is_weird_sometimes/pcgii31/"}]}, {"name": "Agreeing with wrong user claims or plans", "definition": "The agent endorses or implements user ideas, assumptions or review comments that are flawed, praises them as great, or stretches evidence toward the conclusion it thinks the user wants, instead of pointing out the problem before acting; this excludes caving after a correction.", "other": false, "userWeeks": 54, "posts": 55, "agents": [{"id": "claude-code", "userWeeks": 27}, {"id": "codex", "userWeeks": 17}, {"id": "antigravity", "userWeeks": 5}, {"id": "cursor", "userWeeks": 3}, {"id": "opencode", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "\"you are fair to push back on that\"\natleast argue with me for a sec man what if im wrong?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x8vwad/stop_agreeing_with_me/"}, {"agent": "codex", "date": "2026-10-15", "source": "Reddit", "community": "r/codex", "text": "i am literally babysitting astra with claude lately and my project is making strides in productivity.\ngpt used to be a good babysitter too but went off the rails just agreeing with astra everytime. claude pushed back on a lot of crap astra was doing", "link": "https://www.reddit.com/r/codex/comments/1x64zx6/sol_61_and_astra_cant_be_trusted_by_themself_tibo/pgsthnj/"}, {"agent": "codex", "date": "2026-10-13", "source": "Reddit", "community": "r/ClaudeAI", "text": "for anyone who cares. codex models are much easier to gasl1ght...", "link": "https://www.reddit.com/r/ClaudeAI/comments/1x4lwud/my_opus_said_reverse_engineering_does_not_work/pgfo74g/"}]}, {"name": "Doubling down and defending its own mistakes", "definition": "When the user correctly points out an error, the agent insists it was right, keeps re-adding the rejected change, or produces justifications instead of fixing the problem; this excludes legitimate disagreement where the agent's position holds.", "other": false, "userWeeks": 44, "posts": 45, "agents": [{"id": "claude-code", "userWeeks": 31}, {"id": "codex", "userWeeks": 10}, {"id": "antigravity", "userWeeks": 2}, {"id": "pi", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-09-24", "source": "Reddit", "community": "r/codex", "text": "maybe \"bug\" wasn't the right word. just was someway the program was working that wasn't the most effective. astra kept saying it was right when i would question it. claude said it wasn't, changed a few things and worked much better.", "link": "https://www.reddit.com/r/codex/comments/1wp3bzl/you_need_to_try_opus_55/pbtp4ji/"}, {"agent": "claude-code", "date": "2026-09-21", "source": "Reddit", "community": "r/ClaudeCode", "text": "the confidence while being completely wrong is probably the most dangerous part 😂\ni've had the same experience where the problem isn't that opus makes a mistake — every model does. it's that it can spend another 20k tokens explaining why the mistake isn't actually a mistake.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wm4ncx/im_afraid_to_use_opus_5/pb6s6qp/"}, {"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/ClaudeCode", "text": "i've had a few variations simply gaslight me while ignoring what i have to say. \ni'm here telling it what i see with my eyes and it goes \"but the code says this so you're wrong\"\nlike ok mother fucker don't you think then there is a problem here?", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wiujum/claude_code_is_falling_behind_codex_not_because/pamqflp/"}]}, {"name": "Contrarian refusal and overriding user decisions", "definition": "The agent argues against, lectures about, or refuses clear user instructions, explaining why something can't or shouldn't be done instead of doing it or raising a concern once; this excludes safety refusals and one-time, well-founded warnings.", "other": false, "userWeeks": 40, "posts": 43, "agents": [{"id": "claude-code", "userWeeks": 24}, {"id": "codex", "userWeeks": 11}, {"id": "opencode", "userWeeks": 2}, {"id": "antigravity", "userWeeks": 1}, {"id": "copilot", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "with the astra release, they added an instruction that tells the model to disagree with you. it is making the model make up those reasons and start boxing with shadows all the time.", "link": "https://www.reddit.com/r/codex/comments/1x2qns8/sol_61_ethical_limitations/pfczodn/"}, {"agent": "claude-code", "date": "2026-09-27", "source": "Reddit", "community": "r/ClaudeCode", "text": "what gets me is how often opus/fable will open up a concept, give a paraphrased \"oof, that looks bad\", and then hand it to me anyway, meekly asking \"approve and commit?\"", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wrsc37/tried_to_sculpt_an_existing_3d_human_in_blender/pcfls45/"}, {"agent": "claude-code", "date": "2026-09-18", "source": "Reddit", "community": "r/cursor", "text": "yes claude does it all the time. i’m using claudecode. a agent just kept arguing with me.", "link": "https://www.reddit.com/r/cursor/comments/1wj4p6s/cursor_agents_saying_no/pai6mad/"}]}, {"name": "Reversing correct findings under mild challenge", "definition": "The agent drops a sound answer, recommendation or design the moment the user asks \"are you sure?\", questions it, or cites another model, even though no new information was given; this excludes cases where the user's challenge was actually right.", "other": false, "userWeeks": 35, "posts": 36, "agents": [{"id": "claude-code", "userWeeks": 20}, {"id": "codex", "userWeeks": 13}, {"id": "opencode", "userWeeks": 2}], "examples": [{"agent": "codex", "date": "2026-10-12", "source": "Reddit", "community": "r/codex", "text": "i mean like a couple of months. so like everything pre-5? they start to get confused in subtle ways and flip-flopping their ideas when you question or push back on their misapprehensions. maybe 5.5 is better. i have not bothered testing because my experience is so bad.", "link": "https://www.reddit.com/r/codex/comments/1x3n28b/day_7_tibo/pfi337s/"}, {"agent": "claude-code", "date": "2026-10-08", "source": "Reddit", "community": "r/ClaudeCode", "text": "my favorite is \"you're right and your idea is much better than mine\" ", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x0leat/youre_right_and_i_was_wrong_i_love_seeing_that/pelx3ek/"}, {"agent": "claude-code", "date": "2026-09-29", "source": "Reddit", "community": "r/ClaudeCode", "text": "you’re right to push back, but opus 5.5 doesn’t push back as much as it used to. i still think that fable 5.1 is more ‘thoughtful’ for considering knock on effects and consequences of some idea, or the long term game plan. just what i have noticed so far.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wswuyj/suspicious_number_of_praising_opus_55_posts/pcpbish/"}]}, {"name": "Blaming the user when corrected", "definition": "In response to criticism the agent shifts responsibility onto the user, for example by saying the instructions were insufficient, citing \"the user is frustrated\", or gaslighting about what was asked; this excludes neutral clarifying questions.", "other": false, "userWeeks": 18, "posts": 18, "agents": [{"id": "claude-code", "userWeeks": 11}, {"id": "codex", "userWeeks": 5}, {"id": "antigravity", "userWeeks": 1}, {"id": "cursor", "userWeeks": 1}], "examples": [{"agent": "claude-code", "date": "2026-09-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "the ai even often blames itself after you openly admit you made a mistake.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wilp2z/fable_is_pure_chaos/padp7li/"}, {"agent": "codex", "date": "2026-09-13", "source": "Reddit", "community": "r/codex", "text": "you missed the part where it doubles down on being right while blaming you.", "link": "https://www.reddit.com/r/codex/comments/1wf2ma8/historical_image_openai_engineer_about_to_send/p9k4tzi/"}, {"agent": "claude-code", "date": "2026-09-07", "source": "Reddit", "community": "r/ClaudeCode", "text": "my claude always apologizes with caveats, titles me \"the adult in the room,\" and then gaslights me profusely. both fable 5.1 and opus 5, and both claude chat and claude code.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1w9nee6/opus_5_talks_like_a_methhead_thats_been_up_for_4/p8czjak/"}]}, {"name": "Policing user tone and emotional state", "definition": "The agent comments on the user's feelings or tone, tells them how they feel, advises rest, or puts managing the user's mood ahead of the task request; this excludes plain acknowledgements that don't change or delay the work.", "other": false, "userWeeks": 11, "posts": 11, "agents": [{"id": "claude-code", "userWeeks": 9}, {"id": "codex", "userWeeks": 2}], "examples": []}, {"name": "Other", "definition": "Complaints that fit none of the modes above.", "other": true, "userWeeks": 60, "posts": 68, "agents": [{"id": "claude-code", "userWeeks": 36}, {"id": "codex", "userWeeks": 14}, {"id": "antigravity", "userWeeks": 5}, {"id": "opencode", "userWeeks": 3}, {"id": "cursor", "userWeeks": 2}], "examples": [{"agent": "claude-code", "date": "2026-10-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "yeah i have to keep reminding claude that it is the expert and i'm just an operator.", "link": "https://www.reddit.com/r/ClaudeCode/comments/1x7vz96/have_you_found_yourself_giving_claude_a_longer/ph8hpo6/"}, {"agent": "codex", "date": "2026-09-19", "source": "Reddit", "community": "r/AI_Agents", "text": "i know exactly what you mean. running claude code for my daily automation stack (openclaw on 18 crons) — the model's tone genuinely changes how i feel about the work. opus 5 is slower but way less combative; codex had me swearing at my terminal every other run. tbh i think it's the pacing — it forces you to think.", "link": "https://www.reddit.com/r/AI_Agents/comments/1wkr85j/what_do_you_feel_when_you_talk_to_agents/patpfyg/"}, {"agent": "claude-code", "date": "2026-09-17", "source": "Reddit", "community": "r/ClaudeCode", "text": "sonnet v is worse to chat with than opus v tho. it hallucinates like gemini and uses corporate speak like gpt on top of being overly censored and having an argumentative quota so as to not be overly agreeable. sonnet 4.6 or opus 4.8 are the way to go", "link": "https://www.reddit.com/r/ClaudeCode/comments/1wiujum/claude_code_is_falling_behind_codex_not_because/paddlb2/"}]}]}}}}